US20140055567A1 - Video Infrared Retinal Image Scanner - Google Patents
Video Infrared Retinal Image Scanner Download PDFInfo
- Publication number
- US20140055567A1 US20140055567A1 US13/970,249 US201313970249A US2014055567A1 US 20140055567 A1 US20140055567 A1 US 20140055567A1 US 201313970249 A US201313970249 A US 201313970249A US 2014055567 A1 US2014055567 A1 US 2014055567A1
- Authority
- US
- United States
- Prior art keywords
- retina
- image
- images
- video
- signal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Abandoned
Links
- 230000004256 retinal image Effects 0.000 title claims abstract description 53
- 210000001525 retina Anatomy 0.000 claims abstract description 70
- 230000005855 radiation Effects 0.000 claims abstract description 57
- 238000000034 method Methods 0.000 claims abstract description 21
- 239000004973 liquid crystal related substance Substances 0.000 claims description 5
- HBBGRARXTFLTSG-UHFFFAOYSA-N Lithium ion Chemical compound [Li+] HBBGRARXTFLTSG-UHFFFAOYSA-N 0.000 claims description 4
- 229910001416 lithium ion Inorganic materials 0.000 claims description 4
- 230000000903 blocking effect Effects 0.000 claims description 3
- 230000002207 retinal effect Effects 0.000 description 23
- 210000001210 retinal vessel Anatomy 0.000 description 10
- 210000001747 pupil Anatomy 0.000 description 6
- 230000000295 complement effect Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 239000004065 semiconductor Substances 0.000 description 4
- 238000011109 contamination Methods 0.000 description 3
- 210000001061 forehead Anatomy 0.000 description 3
- 230000004308 accommodation Effects 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 2
- 210000004204 blood vessel Anatomy 0.000 description 2
- OJIJEKBXJYRIBZ-UHFFFAOYSA-N cadmium nickel Chemical compound [Ni].[Cd] OJIJEKBXJYRIBZ-UHFFFAOYSA-N 0.000 description 2
- 239000003086 colorant Substances 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000001815 facial effect Effects 0.000 description 2
- 229910052736 halogen Inorganic materials 0.000 description 2
- 150000002367 halogens Chemical class 0.000 description 2
- 230000002452 interceptive effect Effects 0.000 description 2
- QSHDDOUJBYECFT-UHFFFAOYSA-N mercury Chemical compound [Hg] QSHDDOUJBYECFT-UHFFFAOYSA-N 0.000 description 2
- 229910044991 metal oxide Inorganic materials 0.000 description 2
- 150000004706 metal oxides Chemical class 0.000 description 2
- 210000003813 thumb Anatomy 0.000 description 2
- WFKWXMTUELFFGS-UHFFFAOYSA-N tungsten Chemical compound [W] WFKWXMTUELFFGS-UHFFFAOYSA-N 0.000 description 2
- 229910052721 tungsten Inorganic materials 0.000 description 2
- 239000010937 tungsten Substances 0.000 description 2
- 206010027646 Miosis Diseases 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000000881 depressing effect Effects 0.000 description 1
- 208000029436 dilated pupil Diseases 0.000 description 1
- 230000010339 dilation Effects 0.000 description 1
- 238000003708 edge detection Methods 0.000 description 1
- 210000003811 finger Anatomy 0.000 description 1
- 230000003116 impacting effect Effects 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
- 238000000844 transformation Methods 0.000 description 1
- 230000002792 vascular Effects 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
Images
Classifications
-
- G06K9/00617—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/197—Matching; Classification
-
- G06K9/00288—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/19—Sensors therefor
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/20—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/30—Transforming light or analogous information into electric information
- H04N5/33—Transforming infrared radiation
Definitions
- a video infrared retinal image scanner uses an infrared light to illuminate an ocular system and a camera to capture and display an image.
- the image may be analyzed and processed and rendered in 3-D.
- Computer analysis of the retinal vessels is performed by looking at the branching pattern of the retinal vessels.
- An overlay of the retinal vessels may be compared to previous scans to identify a person.
- Biometric identification systems involve the use of finger prints, retinal blood vessel patterns, voice dynamics, hand geometry, facial recognition, and hand writing dynamics for identification of an individual.
- These vessels can be recorded using a retinal scan of the retinal vessels.
- the retinal scan can be used to overlay the vessels pattern over a preexisting image to match the images.
- the retinal vessel branching pattern can also be analyzed by computer software to compare to the branching pattern of a previous image for identification. An accurate identification can be obtained by comparing this image to a database of retinal scans.
- Biometric accuracy is measured in two ways, the rate of false acceptance (an impostor is accepted as a match—Type 1 error) and the rate of false rejects (a legitimate match is denied—Type 2 error).
- Every biometric technique has a different method of assigning a “score” to the biometric match; a “threshold value” is defined which determines when a match is declared. Scores above the threshold value are designated as a “Hit” and scores below the threshold are designated as “No-Hit.”
- a Type 2 error occurs if a true match does not generate a score above the threshold.
- a Type 1 error is made when an impostor generates a match score above the threshold. If the Type 1 and Type 2 error rates are plotted as a function of threshold value, they will form curves which intersect at a given threshold value. The point of intersection (where Type 1 error equals Type 2 error) is called the crossover accuracy of the system. In general, as the value of the crossover accuracy increases the inherent accuracy of the biometric increases. The crossover accuracies of various means of identification are shown in Table I.
- retinal scans are not without problems obtaining a good image.
- the pupil size of the user A small pupil that is constricted to a further, smaller size because of a bright lighting environment can reduce the amount of light that reaches the retina via the pupil and vice versa. This can cause the system to have a higher rate of False Rejection.
- a retinal image scanner includes an infrared light source, a beam splitter reflecting infrared radiation from the light source through one of a plurality of focusing lenses to a retina, a camera collecting radiation reflected by the retina through the beam splitter, an analog to digital convertor receiving a raw signal from the camera based on the collected radiation, the analog to digital convertor converting the raw signal to a digital signal, a streaming video converter processing the digital signal into a video signal, and a video monitor displaying an image of the retina based on the video signal, the retinal image scanner further comprising a video transmitter, the video transmitter transmitting the video signal to a computer over a network, the computer extracting a plurality of images from the video signal, a comparator comparing at least one of the plurality of images with at least one of a plurality of stored images, and a selector selecting one of the plurality of stored images that matches the one of the plurality of images.
- a method of scanning a retinal image includes providing an infrared light source, emitting infrared radiation from the infrared light source toward a beam splitter, reflecting the infrared radiation with the beam splitter through a focusing lens, focusing the infrared radiation with the focusing lens on a retina, collecting radiation reflected by the retina through the beam splitter at a camera, producing an image signal representative of a plurality of images of the retina with the camera based on the collected radiation, selecting one of the plurality of images of the retina for display from the image signal, displaying the selected image of the retina on a display, comparing the selected image of the retina to at least one of a plurality of images of retinas stored in a database, selecting one of the plurality of images of retinas stored in the database that matches the selected image of the retina, and displaying the one of the matching image of the retina on the display along with the selected image of the retina.
- FIG. 1 shows a wireless video infrared retinal image scanner according to an embodiment of the invention
- FIG. 2 shows a wired video infrared retinal image scanner according to an embodiment of the invention
- FIG. 3 shows a ray diagram for use with an infrared retinal image scanner
- FIG. 4 shows a ray diagram for use with an infrared retinal image scanner
- FIG. 5 shows a process of retinal scanning according to an embodiment of the invention.
- infrared light could be used to perform a retinal scan to obtain an image of the retina.
- a soft cuff stabilized the retinal scanner on the subject face, over the eye. It would be further advantageous if the soft cuff blocked any visible light from the eye so that the pupil would dilate naturally.
- a retinal scanner employs an infrared light source to illuminate the retina instead of visible light.
- the retinal scanner may be a video infrared retinal image scanner (VIRIS).
- VIRIS video infrared retinal image scanner
- the retinal scanner may have an inflatable cup shaped sleeve that rests on the forehead and cheek to completely cover the orbit surrounding the eye. This keeps the retinal scanner in a stable position close to the eye to limit any movement between the retinal scanner and the eye to be scanned.
- the inflatable cup also blocks out substantially all of the visible light, allowing the pupil to dilate naturally to get a better view inside the eye.
- the examination with the retinal scanner can be performed in a room with normal lighting.
- the inflatable sleeve is disposable to prevent contamination between scans.
- Infrared light is directed into the naturally dilated pupil and focused with the aid of lenses mounted on a wheel (“wheel of lenses”) that can be rotated in front of the camera lens to focus the image or focused automatically with an auto focus lens mounted in front of the CCD camera.
- a camera such as a black and white CCD camera, a complementary metal oxide semiconductor-based camera, or a high-resolution camera, may be used to capture the image.
- visible light may be used as a light source, and then a color CCD camera captures the image.
- a plurality of images captured by the camera makes up a video signal.
- the video signal is then sent to a liquid crystal display screen, such as a high-resolution LCD screen, that the observer can use to view the images of the retinal vessels. Depressing the “still image capture switch” then captures a still image.
- a thumb wheel can be used to “scroll” up and down through sequential images near the “captured” image to isolate the best image for analysis.
- the segments of video may comprise, for example, individual frames, or images.
- the VIRIS is composed of multiple functions.
- the first function is producing light to view into the eye. This may be done with an infrared light emitting diode (LED) (800-950 nm) that receives power from a direct power supply or from a Lithium Ion battery power supply.
- LED infrared light emitting diode
- the amperage is varied through a dimmer circuit using variable resistors to vary the light output of the LED.
- the LED light is focused through an adjustable positive or negative diopter focusing lens to focus the light onto the retina inside the eye.
- An auto focus lens can also be used.
- a direct image is captured by a black-and-white (BW) charge coupled device (CCD) camera collecting infrared (IR) light.
- BW black-and-white
- CCD charge coupled device
- IR infrared
- the camera may be a complementary metal oxide semiconductor (CMOS)-based device.
- the video image is converted from an analog signal to a digital signal by the Streaming Video Converter, which may be embodied in software. If a digital CCD camera is used no digital converter is needed.
- the digital signal is then sent to a BW to Color Converter to convert the black/white image to color.
- the conversion of a black/white image to a color image is done using a computer code imbedded on a high-speed computer processor in the unit.
- a digital zoom is adjusted using a zoom in/out switch on the side of the VIRIS.
- This image is then displayed on a high resolution liquid crystal display (LCD) screen, such as a high-resolution (Hi-Res) LCD screen on the back of the VIRIS to aid the examiner in obtaining a good scan.
- LCD liquid crystal display
- Hi-Res high-resolution LCD screen
- the Video Transmitter sends the selected still image to a Laptop or computer.
- Software on the laptop manipulates the raw image; adjusts the contrast, white balance, black balance, color saturation and brightness.
- Software can also be used to digitally enhance the retinal vessels with an artificial color to enhance visualization. Images from the scan can be measured and compared on sequential examination visits. All of these images may be, for example, DICOM standard and/or MPEG4 standard images. Images and files produced will interface with the FBI database software system (SSL Certified) to allow downloads of the data. Connections to the network can be wireless (using WPA) or wired.
- FIG. 1 a wireless video infrared retinal image scanner 100 according to an embodiment of the invention.
- the video infrared retinal image scanner 100 may be used by an examiner to visualize and record the retina of the eye.
- the video infrared retinal image scanner 100 is held in front of the examiner's eye by a handle, and then moved forward toward the subject's eye until the visible light is adjusted to visualize inside the subject's eye.
- the video infrared retinal image scanner 100 has a light source 116 , which may be an infrared light source, such as a light emitting diode (LED). In another embodiment, the light source is a visible light source. In other embodiments, the light source 116 may be an electric lamp, a mercury vapor lamp, a halogen lamp, or a tungsten filament lamp. The light source 116 may be equipped with a filter to filter out visible wavelengths and pass infrared wavelengths of radiation. The light source 116 has a dimmer switch 112 . The light source 116 may be powered by a power supply 128 .
- the power supply 128 may be a battery, such as a rechargeable lithium ion battery, a nickel cadmium battery, or an alkaline battery.
- the light source 116 emits radiation in the range of 800-950 nm, and particularly, at about 945 nm.
- the dimmer switch 112 controls the intensity of the infrared radiation emitted by the light source 116 , such as by a rheostat, or an amplifier.
- the dimmer circuit may be controlled by a dimmer control knob 114 .
- the examiner may manipulate the dimmer control knob 114 during the examination to increase or reduce the amount of infrared radiation shed on the patient's eye.
- the light source 116 is a light emitting diode. Since light emitting diodes are current devices, the degree to which they illuminate is proportional to the amount of electric current flowing through the light emitting diode, rather than to the voltage drop across the light emitting diode. Consequently, a power supply that varies voltage across the light source 116 may not be efficient or linear when trying to control the intensity of radiation emitted from light source 116 .
- the intensity of radiation produced by the light source 116 is controlled by supplying a pulsed width square wave to turn the light source 116 on and off very rapidly. Since a light emitting diode has a very fast turn on time, typically measured in nano-seconds, the intensity of radiation emitted from the light source 116 can be varied by varying the width of the pulses supplied to the light source 116 .
- Radiation from the infrared light emitting diode 116 may be focused through a lens 106 toward the eye to be examined 110 .
- the lens 106 may be an adjustable positive or negative diopter focusing lens.
- the lens 106 may be one of a plurality of lens in a wheel of focusing lenses 146 of varying powers. The wheel of focusing lenses 146 may be rotated to select the proper lens for examination.
- the video infrared retinal image scanner 100 may be equipped with a soft cuff 108 to encapsulate the eye to be examined 110 .
- the soft cuff 108 may be disposable to prevent contamination between subjects.
- the soft cuff 108 rests on the forehead and cheek to completely cover the orbit surrounding the eye, and keep ambient, or background light from interfering with the examination.
- the radiation from the infrared light emitting diode 116 through the lens 106 also passes through the soft cuff 108 to reach the eye to be examined 110 .
- the soft cuff 108 may be inflatable.
- the soft cuff 108 keeps the video infrared retinal image scanner 100 in a stable position close to the eye to be examined 110 , and limits movement between the video infrared retinal image scanner 100 and the eye to be examined 110 , without the need for the observer to be close to the subject.
- the soft cuff 108 also allows the pupil to dilate naturally, to afford a better view inside the eye, by blocking out substantially all of the surrounding light. Consequently, in one embodiment, an examination of the eye using the video infrared retinal image scanner 100 can be performed in a room with normal lighting.
- the video infrared retinal image scanner 100 is held at a distance from the eye to be examined.
- an examination of the eye using the video infrared retinal image scanner 100 may be performed in a darkened room. The darkened room may let the eye dilate naturally.
- the video infrared retinal image scanner 100 is held at a distance of about 3 to 6 inches from the eye to be examined.
- the video infrared retinal image scanner 100 is held at a distance of about 6 inches to 1 foot from the eye to be examined.
- the video infrared retinal image scanner 100 is held at a distance of up to 3 feet from the eye to be examined.
- Radiation reflected by the eye to be examined 110 returns through the lens 106 and through the beam splitter 104 and is collected by a camera 102 , such as a high-resolution camera 102 .
- the radiation passes through the beam splitter 104 .
- the beam splitter 104 may be fixed in place.
- the radiation returns through an aperture in the soft cuff 108 .
- the camera 102 is a charge coupled device. In another embodiment, the camera 102 is a complementary metal-oxide-semiconductor (CMOS) based device, or an array of light emitting diodes running in reverse, i.e., collecting light and converting it into an electrical signal.
- CMOS complementary metal-oxide-semiconductor
- the camera 102 may be a black-and-white camera.
- the camera 102 is powered by the power supply 128 as well.
- An autofocus lens may be mounted in front of the camera 102 to focus the light returning from the eye to be examined 110 .
- visible light is used to examine the eye, and in that case, the image may be captured by a color camera.
- the camera 102 captures an image of the retina to be examined 110 formed by the infrared radiation.
- a video signal formed by the camera 102 of the image of the retina to be examined 110 is converted from an analog signal to a digital signal by a streaming video converter 122 .
- the camera 102 is a digital camera, such as a digital charge coupled device, then no converter is needed.
- the image of the retina may also be magnified in a magnifier 120 , such as a digital magnifier 120 after the image signal is converted to a digital signal.
- the signal may be converted from black-and-white, or grayscale, to color in a black-and-white to color converter 124 .
- the black-and-white to color converter 124 maps intensities of pixels of a charge coupled device to separate colors. Mapping the intensities of the pixels to colors may include interpolating pixel intensities between two (or more) pixels, or extrapolating pixel intensities around edges.
- the black-and-white to color converter 124 creates a map of grey scale to color that is appropriate for the pattern of blood vessels in the retina.
- the black-and-white to color converter 124 may normalize the black-and-white image of the eye.
- the image of the eye may be normalized with a histogram normalizer. Normalizing the image of the eye produces a uniform intensity profile of the image.
- the black-and-white to color converter 124 may also use edge detection image processing to identify the blood vessels and other structures of the eye. Finally, after the image of the eye has been mapped, direct spatial domain intensity transformations are applied to each structure of the eye, resulting in a colorized image of the eye.
- the image signal is then sent to a screen 118 to display the image for the observer, so that the observer may view the images from inside the subject's eye.
- the image is manipulated so that it is right side up and frontwards when it is presented to the examiner.
- the screen 118 may be a high-resolution liquid crystal display screen.
- the screen 118 may be an array of light emitting diodes or a plasma display screen.
- a lens, such as a high of plus or positive diopter lens may be mounted over the screen 118 . Such a lens mounted over the screen 118 may magnify the image and limit the accommodation necessary to focus on the screen 118 .
- the image signal from the streaming video converter 122 may also be sent to a video transmitter 126 , which transmits the image over a wireless connection to a laptop computer 134 for documentation and storage.
- the video transmitter 126 transmits the image signal to a video receiver 162 coupled to the laptop computer 134 .
- the video transmitter 126 transmits in the range of 800-1000 MHz, such as at 916 MHz.
- the video transmitter 126 sends a raw digital video signal to a laptop computer 134 .
- the laptop computer 134 has a separate black-and-white to color converter 136 , as well as a real-time video capture 138 .
- the real-time video capture 138 captures the video signal in real time, and sends it to the black-and-white to color converter 136 .
- Software 144 on the laptop may be used to manipulate the image signal by capturing the raw image, adjusting the contrast, white balance, black balance, color saturation, or brightness. Separate images of the eye can be “stitched” together to form a montage. A three-dimensional image can be developed from the images as well.
- a three-dimensional image can be rotated or manipulated, such as translated in the X, Y, or Z axes.
- Cross-sectional images can be produced from the separate images as well.
- a three-dimensional effect is produced by displaying images taken closely together in time, but from slightly different points of view due to, for example, movement of the camera during examination.
- Images of retinas can be measured and compared to images stored in a database.
- the images conform to the XML, JPEG or DICOM standards.
- the images conform to an MPEG-4 standard.
- Images and files produced by the video infrared retinal image scanner 100 may be able to interface with any government or law enforcement record software system. Downloads of the images and associated data over a network to the government or law enforcement record system may be allowed. Connections to the network can be wireless or wired. Remote access to the images on the laptop may be allowed by software.
- FIG. 2 a wired video infrared retinal image scanner 200 according to an embodiment of the invention.
- the video infrared retinal image scanner 200 may be used by an examiner to visualize and record the retina of the eye.
- the video infrared retinal image scanner 200 is placed in front of the examiner's eye, and then moved forward toward the subject's eye until the visible light is adjusted to visualize inside the subject's eye.
- the video infrared retinal image scanner 200 has a light source 216 , which may be an infrared light source, such as a light emitting diode (LED). In another embodiment, the light source is a visible light source. In other embodiments, the light source 216 may be an electric lamp, a mercury vapor lamp, a halogen lamp, or a tungsten filament lamp. The light source 216 may be equipped with a filter to filter out visible wavelengths and pass infrared wavelengths of radiation. The light source 216 has a dimmer switch 212 . The light source 216 may be powered by a power supply 228 .
- the power supply 228 may be a battery, such as a rechargeable lithium ion battery, a nickel cadmium battery, or an alkaline battery.
- the light source 216 emits radiation in the range of 800-950 nm, and particularly, at about 945 nm.
- the dimmer switch 212 controls the intensity of the infrared radiation emitted by the light source 216 , such as by a rheostat, or an amplifier.
- the dimmer circuit may be controlled by a dimmer control knob 214 .
- the examiner may manipulate the dimmer control knob 214 during the examination to increase or reduce the amount of infrared radiation shed on the patient's eye.
- the light source 216 is a light emitting diode. Since light emitting diodes are current devices, the degree to which they illuminate is proportional to the amount of electric current flowing through the light emitting diode, rather than to the voltage drop across the light emitting diode. Consequently, a power supply that varies voltage across the light source 216 may not be efficient or linear when trying to control the intensity of radiation emitted from light source 216 .
- the intensity of radiation produced by the light source 216 is controlled by supplying a pulsed width square wave to turn the light source 216 on and off very rapidly. Since a light emitting diode has a very fast turn on time, typically measured in nano-seconds, the intensity of radiation emitted from the light source 216 can be varied by varying the width of the pulses supplied to the light source 216 .
- Radiation from the infrared light emitting diode 212 may be focused through a lens 206 toward the eye to be examined 210 .
- the lens 206 may be an adjustable positive or negative diopter focusing lens.
- the lens 206 may be one of a plurality of lens in a wheel of focusing lenses 246 of varying powers. The wheel of focusing lenses 246 may be rotated to select the proper lens for examination.
- the video infrared retinal image scanner 200 may be equipped with a soft cuff 208 to encapsulate the eye to be examined 210 .
- the soft cuff 208 may be disposable to prevent contamination between subjects.
- the soft cuff 208 rests on the forehead and cheek to completely cover the orbit surrounding the eye, and keep ambient, or background light from interfering with the examination.
- the radiation from the infrared light emitting diode 212 through the lens 206 also passes through the soft cuff 208 to reach the eye to be examined 210 .
- the soft cuff 208 may be inflatable.
- the soft cuff 208 keeps the video infrared retinal image scanner 200 in a stable position close to the eye to be examined 210 , and limits movement between the video infrared retinal image scanner 200 and the eye to be examined 210 , without the need for the observer to be close to the subject.
- the soft cuff 208 also allows the pupil to dilate naturally, to afford a better view inside the eye, by blocking out substantially all of the surrounding light. Consequently, in one embodiment, an examination of the eye using the video infrared retinal image scanner 200 can be performed in a room with normal lighting.
- the video infrared retinal image scanner 200 is held at a distance from the eye to be examined.
- an examination of the eye using the video infrared retinal image scanner 200 may be performed in a darkened room. The darkened room may let the eye dilate naturally.
- the video infrared retinal image scanner 200 is held at a distance of about 3 to 6 inches from the eye to be examined.
- the video infrared retinal image scanner 200 is held at a distance of about 6 inches to 2 foot from the eye to be examined.
- the video infrared retinal image scanner 200 is held at a distance of up to 3 feet from the eye to be examined.
- Radiation reflected by the eye to be examined 210 returns through the lens 206 and through the beam splitter 204 and is collected by a camera 202 , such as a high-resolution camera 202 .
- the radiation passes through the beam splitter 204 .
- the beam splitter 204 may be fixed in place.
- the radiation returns through an aperture in the soft cuff 208 .
- the camera 202 is a charge coupled device. In another embodiment, the camera 202 is a complementary metal-oxide-semiconductor (CMOS) based device, or an array of light emitting diodes running in reverse, i.e., collecting light and converting it into an electrical signal.
- CMOS complementary metal-oxide-semiconductor
- the camera 202 may be a black-and-white camera.
- the camera 202 is powered by the power supply 228 as well.
- the camera 202 may be a black-and-white camera. In another embodiment, visible light is used to examine the eye, and in that case, the image may be captured by a color camera. An autofocus lens may be mounted in front of the camera 202 to focus the light returning from the eye to be examined 210 .
- the camera 202 captures an image of the retina to be examined 210 formed by the infrared radiation.
- a video signal formed by the camera 202 of the image of the retina to be examined 210 is converted from an analog signal to a digital signal by a streaming video converter 222 .
- the camera 202 is a digital camera, such as a digital charge coupled device, then no converter is needed.
- the image of the retina may also be magnified in a magnifier 220 , such as a digital magnifier 220 after the image signal is converted to a digital signal.
- the image signal may be converted from black-and-white to color in a black-and-white to color converter 224 .
- the black-and-white to color 224 may work in a manner similar to that of the black-and-white to color converter 104 shown in FIG. 1 . That is, wavelength components in the infrared range may be scaled by a predetermined amount so that wavelengths in the visible range are mapped instead.
- the image signal is then sent to a screen 218 to display the image for the observer, so that the observer may view the images from inside the subject's eye.
- the screen 218 may be a high-resolution liquid crystal display screen.
- the screen 218 may be an array of light emitting diodes or a plasma display screen.
- the image is manipulated so that it is right side up and frontwards when it is presented to the examiner.
- a lens such as a high of plus or positive diopter lens may be mounted over the screen 218 . Such a lens mounted over the screen 218 may magnify the image and limit the accommodation necessary to focus on the screen 218 .
- the image signal from the streaming video converter 222 may also be sent over a wired connection 232 to a lap top computer 234 for documentation and storage.
- the connection 232 is a Universal Serial Bus.
- a raw digital video signal is sent to the laptop computer 234 .
- the laptop computer 234 has a separate black-and-white to color converter 236 , as well as a real-time video capture 238 .
- the real-time video capture 238 captures the video signal in real time, and sends it to the black-and-white to color converter 236 .
- Software 244 on the laptop may be used to manipulate the image signal by capturing the raw image, adjusting the contrast, white balance, black balance, color saturation, or brightness.
- Separate images of the eye can be “stitched” together to form a montage.
- a three-dimensional image can be developed from the images as well.
- a three-dimensional image can be rotated or manipulated, such as translated in the X, Y, or Z axes.
- Cross-sectional images can be produced from the separate images as well.
- a three-dimensional effect is produced by displaying images taken closely together in time, but from slightly different points of view due to, for example, movement of the camera during examination.
- Images of retinas can be measured and compared to images stored in a database.
- the images conform to the JPEG or DICOM standards.
- the images conform to an MPEG-4 standard.
- Images and files produced by the video infrared retinal image scanner 200 may be able to interface with any government or law enforcement record software system. Downloads of the images and associated data over a network to the government or law enforcement record system may be allowed. Connections to the network can be wireless or wired. Remote access to the images on the laptop may be allowed by software.
- images taken by the infrared retinal image scanner 200 may be stored on an internal memory chip, such as a SD card 226 .
- the infrared retinal image scanner 200 may be rechargeable over a universal serial bus (USB) connection 230 , or over a network.
- USB universal serial bus
- FIG. 3 is shown a ray diagram for use with an infrared retinal image scanner.
- infrared radiation emanating from an LED light source 310 is redirected by a beam splitter 318 toward an eye 308 .
- the redirected beam is enumerated 314 .
- the redirected beam of infrared radiation 314 reaches the eye 308 and is reflected off the eye 308 as beam 312 .
- Beam 312 passes through the beam splitter 318 again as beam 316 , and also passes through a focusing lens 304 before reaching a camera 302 .
- Some of the infrared radiation from LED light source 310 passes through the beam splitter 318 and reaches light sink 306 .
- FIG. 4 a ray diagram for use with an infrared retinal image scanner.
- infrared radiation emanating from of a light source 410 is redirected by a beam splitter 418 toward an eye 408 .
- the redirected beam is enumerated 414 .
- the redirected beam 414 may or may not pass through a handheld lens 424 held in front of the eyes 408 by the examiner.
- the redirected beam 414 reaches the eye 408 and is reflected off of the eye 408 as beam 412 , toward the handheld lens 424 .
- the handheld lens 424 is used by the examiner to focus the light on the eye 408 and eight in the examination.
- Beam 412 passes through the handheld lens 424 as beam 416 and is focused on a camera lens 404 .
- a virtual image of the retina 408 is formed between the handheld lens 424 and the camera lens 404 .
- the beam 416 passes through the camera lens 404 and is collected by a camera 402 .
- a signal from the camera 402 is distributed to two display screen 420 , in front of which may be placed lenses 422 . Images of the eye 408 are displayed on the screens 422 and viewed by the examiner.
- FIG. 5 is shown a process of retinal scanning according to an embodiment of the invention.
- a first operation 502 an infrared light source is provided.
- the process moves to operation 504 , in which infrared radiation is emitted from the infrared light source toward a beam splitter.
- the process moves to operation 506 , in which the infrared radiation is reflected by the beam splitter through a focusing lens.
- the process moves to operation 508 , in which the infrared radiation is focused by the focusing lens on a retina.
- the process moves to operation 510 , in which radiation reflected by the retina through the beam splitter is collected by a camera.
- the process moves to operation 512 , in which an image signal representative of an image of the retina is produced by the camera based on the collected radiation.
- the process moves to operation 514 , in which one of the plurality of images of the retina is selected from the image signal for display.
- the process moves to operation 516 , in which the selected image of the retina is displayed on a display.
- the process moves to operation 518 , in which the selected image of the retina is compared to at least one of a plurality of images of retinas stored in a database.
- the process moves to operation 520 , in which one of the plurality of images of retinas stored in the database that matches the selected image of the retina is selected.
- the process moves to operation 522 , in which the matching image of the retina is displayed on the display along with the selected image of the retina.
Landscapes
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Human Computer Interaction (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Signal Processing (AREA)
- Ophthalmology & Optometry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Eye Examination Apparatus (AREA)
- Image Input (AREA)
Abstract
A method of scanning a retinal image includes providing a light source, emitting radiation from the light source toward a beam splitter, focusing the radiation with a focusing lens on a retina, collecting radiation reflected by the retina with a camera, producing an image signal representative of a plurality of images of the retina based on the collected radiation, selecting one of the plurality of images of the retina for display from the image signal, displaying the selected image of the retina on a display, comparing the selected image of the retina to at least one of a plurality of images of retinas stored in the database that matches the selected image of the retina, and displaying the one of the matching image of the retina on the display along with the selected image of the retina.
Description
- This application is a continuation of U.S. patent application Ser. No. 12/612,547, filed on Nov. 4, 2009, which claims priority to U.S. Patent Application Ser. No. 61/111,506, filed Nov. 5, 2008, the disclosures of which are incorporated in its entirety by reference herein.
- A video infrared retinal image scanner uses an infrared light to illuminate an ocular system and a camera to capture and display an image. The image may be analyzed and processed and rendered in 3-D. Computer analysis of the retinal vessels is performed by looking at the branching pattern of the retinal vessels. An overlay of the retinal vessels may be compared to previous scans to identify a person.
- The patterns of branching of the retinal vessels in an eye are unique and can be used as a form of identification. Biometric identification systems involve the use of finger prints, retinal blood vessel patterns, voice dynamics, hand geometry, facial recognition, and hand writing dynamics for identification of an individual.
- These vessels can be recorded using a retinal scan of the retinal vessels. The retinal scan can be used to overlay the vessels pattern over a preexisting image to match the images. The retinal vessel branching pattern can also be analyzed by computer software to compare to the branching pattern of a previous image for identification. An accurate identification can be obtained by comparing this image to a database of retinal scans.
- Biometric accuracy is measured in two ways, the rate of false acceptance (an impostor is accepted as a match—Type 1 error) and the rate of false rejects (a legitimate match is denied—Type 2 error). Every biometric technique has a different method of assigning a “score” to the biometric match; a “threshold value” is defined which determines when a match is declared. Scores above the threshold value are designated as a “Hit” and scores below the threshold are designated as “No-Hit.”
- A Type 2 error occurs if a true match does not generate a score above the threshold. A Type 1 error is made when an impostor generates a match score above the threshold. If the Type 1 and Type 2 error rates are plotted as a function of threshold value, they will form curves which intersect at a given threshold value. The point of intersection (where Type 1 error equals Type 2 error) is called the crossover accuracy of the system. In general, as the value of the crossover accuracy increases the inherent accuracy of the biometric increases. The crossover accuracies of various means of identification are shown in Table I.
-
TABLE I Biometric Crossover Accuracy Retinal Scan 1:10,000,000+ Retina Scan 1:131,000 Fingerprints 1:500 Hand Geometry 1:500 (against a very small background database) Signature Dynamics 1:50 Voice Dynamics 1:50 Facial Recognition no data Vascular Patterns no data - Despite a high cross over accuracy, retinal scans are not without problems obtaining a good image.
- There are sources of problems that could affect the performance of the retinal scanning device from obtaining an accurate scan (as is the case with any other biometric technology), thus impacting its ability to successfully verify or identify users. Among the problems are:
- The lack of cooperation on part of the user. The user must remain very still in the entire process, especially in the image acquisition phase. Any movement can seriously affect the alignment of the lens in the retinal scanning device.
- A dirty lens on the retinal scanning device. This will obviously interfere with the scanning process.
- Other types of light interference from the external environment.
- The pupil size of the user. A small pupil that is constricted to a further, smaller size because of a bright lighting environment can reduce the amount of light that reaches the retina via the pupil and vice versa. This can cause the system to have a higher rate of False Rejection.
- In one aspect, a retinal image scanner includes an infrared light source, a beam splitter reflecting infrared radiation from the light source through one of a plurality of focusing lenses to a retina, a camera collecting radiation reflected by the retina through the beam splitter, an analog to digital convertor receiving a raw signal from the camera based on the collected radiation, the analog to digital convertor converting the raw signal to a digital signal, a streaming video converter processing the digital signal into a video signal, and a video monitor displaying an image of the retina based on the video signal, the retinal image scanner further comprising a video transmitter, the video transmitter transmitting the video signal to a computer over a network, the computer extracting a plurality of images from the video signal, a comparator comparing at least one of the plurality of images with at least one of a plurality of stored images, and a selector selecting one of the plurality of stored images that matches the one of the plurality of images.
- In another aspect, a method of scanning a retinal image includes providing an infrared light source, emitting infrared radiation from the infrared light source toward a beam splitter, reflecting the infrared radiation with the beam splitter through a focusing lens, focusing the infrared radiation with the focusing lens on a retina, collecting radiation reflected by the retina through the beam splitter at a camera, producing an image signal representative of a plurality of images of the retina with the camera based on the collected radiation, selecting one of the plurality of images of the retina for display from the image signal, displaying the selected image of the retina on a display, comparing the selected image of the retina to at least one of a plurality of images of retinas stored in a database, selecting one of the plurality of images of retinas stored in the database that matches the selected image of the retina, and displaying the one of the matching image of the retina on the display along with the selected image of the retina.
- The above-described embodiments of the present invention are intended as examples, and all embodiments of the present invention are not limited to including the features described above.
-
FIG. 1 shows a wireless video infrared retinal image scanner according to an embodiment of the invention; -
FIG. 2 shows a wired video infrared retinal image scanner according to an embodiment of the invention; -
FIG. 3 shows a ray diagram for use with an infrared retinal image scanner; -
FIG. 4 shows a ray diagram for use with an infrared retinal image scanner; and -
FIG. 5 shows a process of retinal scanning according to an embodiment of the invention. - Reference may now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to like elements throughout.
- It would be advantageous if infrared light could be used to perform a retinal scan to obtain an image of the retina.
- It would be advantageous if an observer were allowed to see direct video images of the retina while performing an examination.
- It would be advantageous if a retinal scan of the retina could be performed without dilation of the retina.
- It would be advantageous if digital image enlargement (Zoom) were allowed during the active examination.
- It would be advantageous if a specific tissue could be enhanced digitally for easier identification.
- It would be advantageous if a soft cuff stabilized the retinal scanner on the subject face, over the eye. It would be further advantageous if the soft cuff blocked any visible light from the eye so that the pupil would dilate naturally.
- It would be advantageous if the retinal scanner were connected to a government or law enforcement database, such as the FBI record system, for documentation of the examination.
- If the proper eye distance is not maintained while the user attempts to look into the lens of the retinal scanning device, it may be difficult for a high quality scan to be captured. In order for a high quality scan to be captured, the user may need to focus his or her eye at an extremely close range to the lens. It would be advantageous if a good quality scan could be captured as far as three feet away from the lens of the scanning device to the retina of the user.
- It would be advantageous if a wider image of the retinal vessels could be captured than with conventional retinal scanners. It would be further advantageous if the wider image contained more data points than a conventional retinal scan, reducing false positives and negatives.
- In one embodiment, a retinal scanner employs an infrared light source to illuminate the retina instead of visible light. In one embodiment, the retinal scanner may be a video infrared retinal image scanner (VIRIS). The retinal scanner may have an inflatable cup shaped sleeve that rests on the forehead and cheek to completely cover the orbit surrounding the eye. This keeps the retinal scanner in a stable position close to the eye to limit any movement between the retinal scanner and the eye to be scanned. The inflatable cup also blocks out substantially all of the visible light, allowing the pupil to dilate naturally to get a better view inside the eye.
- The examination with the retinal scanner can be performed in a room with normal lighting. The inflatable sleeve is disposable to prevent contamination between scans. Infrared light is directed into the naturally dilated pupil and focused with the aid of lenses mounted on a wheel (“wheel of lenses”) that can be rotated in front of the camera lens to focus the image or focused automatically with an auto focus lens mounted in front of the CCD camera.
- A camera, such as a black and white CCD camera, a complementary metal oxide semiconductor-based camera, or a high-resolution camera, may be used to capture the image. In one embodiment, visible light may be used as a light source, and then a color CCD camera captures the image. A plurality of images captured by the camera makes up a video signal. The video signal is then sent to a liquid crystal display screen, such as a high-resolution LCD screen, that the observer can use to view the images of the retinal vessels. Depressing the “still image capture switch” then captures a still image.
- Once a segment of video is captured, a thumb wheel can be used to “scroll” up and down through sequential images near the “captured” image to isolate the best image for analysis. The segments of video may comprise, for example, individual frames, or images. Once this image is identified it is sent to the laptop using a Video Transmitter. The image is processed in the laptop computer to establish the data points to be registered. This image can then be sent to the FBI database for comparison to previous scans or to initiate a new file specific to that person.
- More specifically, the VIRIS is composed of multiple functions. The first function is producing light to view into the eye. This may be done with an infrared light emitting diode (LED) (800-950 nm) that receives power from a direct power supply or from a Lithium Ion battery power supply. The amperage is varied through a dimmer circuit using variable resistors to vary the light output of the LED. The LED light is focused through an adjustable positive or negative diopter focusing lens to focus the light onto the retina inside the eye. An auto focus lens can also be used.
- In one embodiment, a direct image is captured by a black-and-white (BW) charge coupled device (CCD) camera collecting infrared (IR) light. In another embodiment the direct images captured by a color CCD camera collecting visible light. In another embodiment, the camera may be a complementary metal oxide semiconductor (CMOS)-based device. The video image is converted from an analog signal to a digital signal by the Streaming Video Converter, which may be embodied in software. If a digital CCD camera is used no digital converter is needed. The digital signal is then sent to a BW to Color Converter to convert the black/white image to color. In one embodiment, the conversion of a black/white image to a color image is done using a computer code imbedded on a high-speed computer processor in the unit.
- In one embodiment, a digital zoom is adjusted using a zoom in/out switch on the side of the VIRIS. This image is then displayed on a high resolution liquid crystal display (LCD) screen, such as a high-resolution (Hi-Res) LCD screen on the back of the VIRIS to aid the examiner in obtaining a good scan. Once an image is selected (captured) the images sequential to the captured image can be viewed by scrolling through them on a time line using a thumb wheel and viewing them on the LCD screen. The best image is selected and then transmitted to the Laptop computer using a wired or wireless Video Transmitter.
- Another aspect is image processing on a computer. The Video Transmitter sends the selected still image to a Laptop or computer. Software on the laptop then manipulates the raw image; adjusts the contrast, white balance, black balance, color saturation and brightness. Software can also be used to digitally enhance the retinal vessels with an artificial color to enhance visualization. Images from the scan can be measured and compared on sequential examination visits. All of these images may be, for example, DICOM standard and/or MPEG4 standard images. Images and files produced will interface with the FBI database software system (SSL Certified) to allow downloads of the data. Connections to the network can be wireless (using WPA) or wired.
- In
FIG. 1 is shown a wireless video infraredretinal image scanner 100 according to an embodiment of the invention. The video infraredretinal image scanner 100 may be used by an examiner to visualize and record the retina of the eye. The video infraredretinal image scanner 100 is held in front of the examiner's eye by a handle, and then moved forward toward the subject's eye until the visible light is adjusted to visualize inside the subject's eye. - The video infrared
retinal image scanner 100 has alight source 116, which may be an infrared light source, such as a light emitting diode (LED). In another embodiment, the light source is a visible light source. In other embodiments, thelight source 116 may be an electric lamp, a mercury vapor lamp, a halogen lamp, or a tungsten filament lamp. Thelight source 116 may be equipped with a filter to filter out visible wavelengths and pass infrared wavelengths of radiation. Thelight source 116 has adimmer switch 112. Thelight source 116 may be powered by apower supply 128. Thepower supply 128 may be a battery, such as a rechargeable lithium ion battery, a nickel cadmium battery, or an alkaline battery. - The
light source 116 emits radiation in the range of 800-950 nm, and particularly, at about 945 nm. Thedimmer switch 112 controls the intensity of the infrared radiation emitted by thelight source 116, such as by a rheostat, or an amplifier. The dimmer circuit may be controlled by adimmer control knob 114. The examiner may manipulate thedimmer control knob 114 during the examination to increase or reduce the amount of infrared radiation shed on the patient's eye. - In one embodiment, the
light source 116 is a light emitting diode. Since light emitting diodes are current devices, the degree to which they illuminate is proportional to the amount of electric current flowing through the light emitting diode, rather than to the voltage drop across the light emitting diode. Consequently, a power supply that varies voltage across thelight source 116 may not be efficient or linear when trying to control the intensity of radiation emitted fromlight source 116. In one embodiment, the intensity of radiation produced by thelight source 116 is controlled by supplying a pulsed width square wave to turn thelight source 116 on and off very rapidly. Since a light emitting diode has a very fast turn on time, typically measured in nano-seconds, the intensity of radiation emitted from thelight source 116 can be varied by varying the width of the pulses supplied to thelight source 116. - Radiation from the infrared
light emitting diode 116 may be focused through alens 106 toward the eye to be examined 110. In one embodiment, thelens 106 may be an adjustable positive or negative diopter focusing lens. Thelens 106 may be one of a plurality of lens in a wheel of focusinglenses 146 of varying powers. The wheel of focusinglenses 146 may be rotated to select the proper lens for examination. - The video infrared
retinal image scanner 100 may be equipped with asoft cuff 108 to encapsulate the eye to be examined 110. Thesoft cuff 108 may be disposable to prevent contamination between subjects. In one embodiment, thesoft cuff 108 rests on the forehead and cheek to completely cover the orbit surrounding the eye, and keep ambient, or background light from interfering with the examination. The radiation from the infraredlight emitting diode 116 through thelens 106 also passes through thesoft cuff 108 to reach the eye to be examined 110. In one embodiment, thesoft cuff 108 may be inflatable. Thesoft cuff 108 keeps the video infraredretinal image scanner 100 in a stable position close to the eye to be examined 110, and limits movement between the video infraredretinal image scanner 100 and the eye to be examined 110, without the need for the observer to be close to the subject. Thesoft cuff 108 also allows the pupil to dilate naturally, to afford a better view inside the eye, by blocking out substantially all of the surrounding light. Consequently, in one embodiment, an examination of the eye using the video infraredretinal image scanner 100 can be performed in a room with normal lighting. - In another embodiment, the video infrared
retinal image scanner 100 is held at a distance from the eye to be examined. In this embodiment, an examination of the eye using the video infraredretinal image scanner 100 may be performed in a darkened room. The darkened room may let the eye dilate naturally. In one embodiment, the video infraredretinal image scanner 100 is held at a distance of about 3 to 6 inches from the eye to be examined. In another embodiment, the video infraredretinal image scanner 100 is held at a distance of about 6 inches to 1 foot from the eye to be examined. In yet another embodiment, the video infraredretinal image scanner 100 is held at a distance of up to 3 feet from the eye to be examined. - Radiation reflected by the eye to be examined 110 returns through the
lens 106 and through thebeam splitter 104 and is collected by acamera 102, such as a high-resolution camera 102. In this embodiment, the radiation passes through thebeam splitter 104. In one embodiment, thebeam splitter 104 may be fixed in place. In one embodiment, the radiation returns through an aperture in thesoft cuff 108. - In one embodiment, the
camera 102 is a charge coupled device. In another embodiment, thecamera 102 is a complementary metal-oxide-semiconductor (CMOS) based device, or an array of light emitting diodes running in reverse, i.e., collecting light and converting it into an electrical signal. Thecamera 102 may be a black-and-white camera. Thecamera 102 is powered by thepower supply 128 as well. - An autofocus lens may be mounted in front of the
camera 102 to focus the light returning from the eye to be examined 110. In another embodiment, visible light is used to examine the eye, and in that case, the image may be captured by a color camera. - The
camera 102 captures an image of the retina to be examined 110 formed by the infrared radiation. A video signal formed by thecamera 102 of the image of the retina to be examined 110 is converted from an analog signal to a digital signal by astreaming video converter 122. In the event that thecamera 102 is a digital camera, such as a digital charge coupled device, then no converter is needed. The image of the retina may also be magnified in amagnifier 120, such as adigital magnifier 120 after the image signal is converted to a digital signal. - Next, the signal may be converted from black-and-white, or grayscale, to color in a black-and-white to
color converter 124. In one embodiment, the black-and-white tocolor converter 124 maps intensities of pixels of a charge coupled device to separate colors. Mapping the intensities of the pixels to colors may include interpolating pixel intensities between two (or more) pixels, or extrapolating pixel intensities around edges. - In one embodiment, the black-and-white to
color converter 124 creates a map of grey scale to color that is appropriate for the pattern of blood vessels in the retina. In this embodiment, the black-and-white tocolor converter 124 may normalize the black-and-white image of the eye. The image of the eye may be normalized with a histogram normalizer. Normalizing the image of the eye produces a uniform intensity profile of the image. The black-and-white tocolor converter 124 may also use edge detection image processing to identify the blood vessels and other structures of the eye. Finally, after the image of the eye has been mapped, direct spatial domain intensity transformations are applied to each structure of the eye, resulting in a colorized image of the eye. - The image signal is then sent to a
screen 118 to display the image for the observer, so that the observer may view the images from inside the subject's eye. In one embodiment, the image is manipulated so that it is right side up and frontwards when it is presented to the examiner. In one embodiment, thescreen 118 may be a high-resolution liquid crystal display screen. In another embodiment, thescreen 118 may be an array of light emitting diodes or a plasma display screen. A lens, such as a high of plus or positive diopter lens may be mounted over thescreen 118. Such a lens mounted over thescreen 118 may magnify the image and limit the accommodation necessary to focus on thescreen 118. - The image signal from the
streaming video converter 122 may also be sent to avideo transmitter 126, which transmits the image over a wireless connection to alaptop computer 134 for documentation and storage. In one embodiment, thevideo transmitter 126 transmits the image signal to avideo receiver 162 coupled to thelaptop computer 134. In one embodiment, thevideo transmitter 126 transmits in the range of 800-1000 MHz, such as at 916 MHz. - In one embodiment, the
video transmitter 126 sends a raw digital video signal to alaptop computer 134. In this embodiment, thelaptop computer 134 has a separate black-and-white to color converter 136, as well as a real-time video capture 138. The real-time video capture 138 captures the video signal in real time, and sends it to the black-and-white to color converter 136.Software 144 on the laptop may be used to manipulate the image signal by capturing the raw image, adjusting the contrast, white balance, black balance, color saturation, or brightness. Separate images of the eye can be “stitched” together to form a montage. A three-dimensional image can be developed from the images as well. A three-dimensional image can be rotated or manipulated, such as translated in the X, Y, or Z axes. Cross-sectional images can be produced from the separate images as well. In one embodiment, a three-dimensional effect is produced by displaying images taken closely together in time, but from slightly different points of view due to, for example, movement of the camera during examination. - Images of retinas can be measured and compared to images stored in a database. In one embodiment, the images conform to the XML, JPEG or DICOM standards. In another embodiment; the images conform to an MPEG-4 standard. Images and files produced by the video infrared
retinal image scanner 100 may be able to interface with any government or law enforcement record software system. Downloads of the images and associated data over a network to the government or law enforcement record system may be allowed. Connections to the network can be wireless or wired. Remote access to the images on the laptop may be allowed by software. - In
FIG. 2 is shown a wired video infraredretinal image scanner 200 according to an embodiment of the invention. The video infraredretinal image scanner 200 may be used by an examiner to visualize and record the retina of the eye. The video infraredretinal image scanner 200 is placed in front of the examiner's eye, and then moved forward toward the subject's eye until the visible light is adjusted to visualize inside the subject's eye. - The video infrared
retinal image scanner 200 has alight source 216, which may be an infrared light source, such as a light emitting diode (LED). In another embodiment, the light source is a visible light source. In other embodiments, thelight source 216 may be an electric lamp, a mercury vapor lamp, a halogen lamp, or a tungsten filament lamp. Thelight source 216 may be equipped with a filter to filter out visible wavelengths and pass infrared wavelengths of radiation. Thelight source 216 has adimmer switch 212. Thelight source 216 may be powered by apower supply 228. Thepower supply 228 may be a battery, such as a rechargeable lithium ion battery, a nickel cadmium battery, or an alkaline battery. - The
light source 216 emits radiation in the range of 800-950 nm, and particularly, at about 945 nm. Thedimmer switch 212 controls the intensity of the infrared radiation emitted by thelight source 216, such as by a rheostat, or an amplifier. The dimmer circuit may be controlled by a dimmer control knob 214. The examiner may manipulate the dimmer control knob 214 during the examination to increase or reduce the amount of infrared radiation shed on the patient's eye. - In one embodiment, the
light source 216 is a light emitting diode. Since light emitting diodes are current devices, the degree to which they illuminate is proportional to the amount of electric current flowing through the light emitting diode, rather than to the voltage drop across the light emitting diode. Consequently, a power supply that varies voltage across thelight source 216 may not be efficient or linear when trying to control the intensity of radiation emitted fromlight source 216. In one embodiment, the intensity of radiation produced by thelight source 216 is controlled by supplying a pulsed width square wave to turn thelight source 216 on and off very rapidly. Since a light emitting diode has a very fast turn on time, typically measured in nano-seconds, the intensity of radiation emitted from thelight source 216 can be varied by varying the width of the pulses supplied to thelight source 216. - Radiation from the infrared
light emitting diode 212 may be focused through alens 206 toward the eye to be examined 210. In one embodiment, thelens 206 may be an adjustable positive or negative diopter focusing lens. Thelens 206 may be one of a plurality of lens in a wheel of focusinglenses 246 of varying powers. The wheel of focusinglenses 246 may be rotated to select the proper lens for examination. - The video infrared
retinal image scanner 200 may be equipped with asoft cuff 208 to encapsulate the eye to be examined 210. Thesoft cuff 208 may be disposable to prevent contamination between subjects. Thesoft cuff 208 rests on the forehead and cheek to completely cover the orbit surrounding the eye, and keep ambient, or background light from interfering with the examination. The radiation from the infraredlight emitting diode 212 through thelens 206 also passes through thesoft cuff 208 to reach the eye to be examined 210. In one embodiment, thesoft cuff 208 may be inflatable. Thesoft cuff 208 keeps the video infraredretinal image scanner 200 in a stable position close to the eye to be examined 210, and limits movement between the video infraredretinal image scanner 200 and the eye to be examined 210, without the need for the observer to be close to the subject. Thesoft cuff 208 also allows the pupil to dilate naturally, to afford a better view inside the eye, by blocking out substantially all of the surrounding light. Consequently, in one embodiment, an examination of the eye using the video infraredretinal image scanner 200 can be performed in a room with normal lighting. - In another embodiment, the video infrared
retinal image scanner 200 is held at a distance from the eye to be examined. In this embodiment, an examination of the eye using the video infraredretinal image scanner 200 may be performed in a darkened room. The darkened room may let the eye dilate naturally. In one embodiment, the video infraredretinal image scanner 200 is held at a distance of about 3 to 6 inches from the eye to be examined. In another embodiment, the video infraredretinal image scanner 200 is held at a distance of about 6 inches to 2 foot from the eye to be examined. In yet another embodiment, the video infraredretinal image scanner 200 is held at a distance of up to 3 feet from the eye to be examined. - Radiation reflected by the eye to be examined 210 returns through the
lens 206 and through thebeam splitter 204 and is collected by acamera 202, such as a high-resolution camera 202. In this embodiment, the radiation passes through thebeam splitter 204. In one embodiment, thebeam splitter 204 may be fixed in place. In one embodiment, the radiation returns through an aperture in thesoft cuff 208. - In one embodiment, the
camera 202 is a charge coupled device. In another embodiment, thecamera 202 is a complementary metal-oxide-semiconductor (CMOS) based device, or an array of light emitting diodes running in reverse, i.e., collecting light and converting it into an electrical signal. Thecamera 202 may be a black-and-white camera. Thecamera 202 is powered by thepower supply 228 as well. - The
camera 202 may be a black-and-white camera. In another embodiment, visible light is used to examine the eye, and in that case, the image may be captured by a color camera. An autofocus lens may be mounted in front of thecamera 202 to focus the light returning from the eye to be examined 210. - The
camera 202 captures an image of the retina to be examined 210 formed by the infrared radiation. A video signal formed by thecamera 202 of the image of the retina to be examined 210 is converted from an analog signal to a digital signal by astreaming video converter 222. In the event that thecamera 202 is a digital camera, such as a digital charge coupled device, then no converter is needed. The image of the retina may also be magnified in amagnifier 220, such as adigital magnifier 220 after the image signal is converted to a digital signal. Next, the image signal may be converted from black-and-white to color in a black-and-white tocolor converter 224. The black-and-white tocolor 224 may work in a manner similar to that of the black-and-white tocolor converter 104 shown inFIG. 1 . That is, wavelength components in the infrared range may be scaled by a predetermined amount so that wavelengths in the visible range are mapped instead. - The image signal is then sent to a
screen 218 to display the image for the observer, so that the observer may view the images from inside the subject's eye. In one embodiment, thescreen 218 may be a high-resolution liquid crystal display screen. In another embodiment, thescreen 218 may be an array of light emitting diodes or a plasma display screen. In one embodiment, the image is manipulated so that it is right side up and frontwards when it is presented to the examiner. A lens, such as a high of plus or positive diopter lens may be mounted over thescreen 218. Such a lens mounted over thescreen 218 may magnify the image and limit the accommodation necessary to focus on thescreen 218. - The image signal from the
streaming video converter 222 may also be sent over awired connection 232 to a laptop computer 234 for documentation and storage. In one embodiment, theconnection 232 is a Universal Serial Bus. In one embodiment, a raw digital video signal is sent to thelaptop computer 234. In this embodiment, thelaptop computer 234 has a separate black-and-white to color converter 236, as well as a real-time video capture 238. The real-time video capture 238 captures the video signal in real time, and sends it to the black-and-white to color converter 236.Software 244 on the laptop may be used to manipulate the image signal by capturing the raw image, adjusting the contrast, white balance, black balance, color saturation, or brightness. Separate images of the eye can be “stitched” together to form a montage. A three-dimensional image can be developed from the images as well. A three-dimensional image can be rotated or manipulated, such as translated in the X, Y, or Z axes. Cross-sectional images can be produced from the separate images as well. In one embodiment, a three-dimensional effect is produced by displaying images taken closely together in time, but from slightly different points of view due to, for example, movement of the camera during examination. - Images of retinas can be measured and compared to images stored in a database. In one embodiment, the images conform to the JPEG or DICOM standards. In another embodiment, the images conform to an MPEG-4 standard. Images and files produced by the video infrared
retinal image scanner 200 may be able to interface with any government or law enforcement record software system. Downloads of the images and associated data over a network to the government or law enforcement record system may be allowed. Connections to the network can be wireless or wired. Remote access to the images on the laptop may be allowed by software. - In one embodiment, images taken by the infrared
retinal image scanner 200 may be stored on an internal memory chip, such as a SD card 226. In one embodiment, the infraredretinal image scanner 200 may be rechargeable over a universal serial bus (USB) connection 230, or over a network. - In
FIG. 3 is shown a ray diagram for use with an infrared retinal image scanner. As may be seen inFIG. 3 , infrared radiation emanating from anLED light source 310 is redirected by abeam splitter 318 toward aneye 308. The redirected beam is enumerated 314. The redirected beam ofinfrared radiation 314 reaches theeye 308 and is reflected off theeye 308 asbeam 312.Beam 312 passes through thebeam splitter 318 again asbeam 316, and also passes through a focusinglens 304 before reaching acamera 302. Some of the infrared radiation from LEDlight source 310 passes through thebeam splitter 318 and reacheslight sink 306. - In
FIG. 4 is shown a ray diagram for use with an infrared retinal image scanner. As may be seen inFIG. 4 , infrared radiation emanating from of alight source 410 is redirected by abeam splitter 418 toward aneye 408. The redirected beam is enumerated 414. The redirectedbeam 414 may or may not pass through ahandheld lens 424 held in front of theeyes 408 by the examiner. The redirectedbeam 414 reaches theeye 408 and is reflected off of theeye 408 asbeam 412, toward thehandheld lens 424. Thehandheld lens 424 is used by the examiner to focus the light on theeye 408 and eight in the examination.Beam 412 passes through thehandheld lens 424 asbeam 416 and is focused on acamera lens 404. A virtual image of theretina 408 is formed between thehandheld lens 424 and thecamera lens 404. Thebeam 416 passes through thecamera lens 404 and is collected by acamera 402. A signal from thecamera 402 is distributed to twodisplay screen 420, in front of which may be placedlenses 422. Images of theeye 408 are displayed on thescreens 422 and viewed by the examiner. - In
FIG. 5 is shown a process of retinal scanning according to an embodiment of the invention. In afirst operation 502 an infrared light source is provided. After that, the process moves tooperation 504, in which infrared radiation is emitted from the infrared light source toward a beam splitter. After that, the process moves tooperation 506, in which the infrared radiation is reflected by the beam splitter through a focusing lens. After that, the process moves tooperation 508, in which the infrared radiation is focused by the focusing lens on a retina. After that, the process moves tooperation 510, in which radiation reflected by the retina through the beam splitter is collected by a camera. After that, the process moves tooperation 512, in which an image signal representative of an image of the retina is produced by the camera based on the collected radiation. After that, the process moves tooperation 514, in which one of the plurality of images of the retina is selected from the image signal for display. After that, the process moves tooperation 516, in which the selected image of the retina is displayed on a display. After that, the process moves tooperation 518, in which the selected image of the retina is compared to at least one of a plurality of images of retinas stored in a database. After that, the process moves tooperation 520, in which one of the plurality of images of retinas stored in the database that matches the selected image of the retina is selected. After that, the process moves tooperation 522, in which the matching image of the retina is displayed on the display along with the selected image of the retina. - Although a few preferred embodiments of the present invention have been shown and described, it would be appreciated by those skilled in the art that changes may be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the claims and their equivalents.
Claims (9)
1. A retinal image scanner, comprising:
an infrared light source;
a beam splitter reflecting infrared radiation from the light source through one of a plurality of focusing lenses to a retina;
a camera collecting radiation reflected by the retina through the beam splitter;
an analog to digital convertor receiving a raw signal from the camera based on the collected radiation;
the analog to digital convertor converting the raw signal to a digital signal;
a streaming video converter processing the digital signal into a video signal; and
a video monitor displaying an image of the retina based on the video signal;
the retinal image scanner further comprising a video transmitter, the video transmitter transmitting the video signal to a computer over a network, the computer extracting a plurality of images from the video signal;
a comparator comparing at least one of the plurality of images with at least one of a plurality of stored images; and
a selector selecting one of the plurality of stored images that matches the one of the plurality of images.
2. The retinal image scanner of claim 1 , wherein the video monitor comprises a high-resolution liquid crystal display screen.
3. The retinal image scanner of claim 1 , wherein the light source further comprises a rheostat dimmer circuit, an infrared filter, and a focusing lens, the infrared filter substantially blocking visible and ultraviolet radiation, and the focusing lens focusing the infrared radiation from the light source on the beam splitter.
4. The retinal image scanner of claim 1 , further comprising a lithium ion battery power supply power to the light source.
5. The retinal image scanner of claim 1 , wherein the network is selected from the group consisting of a wired network, and a wireless network.
6. The retinal image scanner of claim 1 , wherein the computer comprises: a real-time video capture capturing images from the video signal, a black-and-white to color converter for converting the images to color, 3D rendering software, and a messaging system.
7. The retinal image scanner of claim 1 , further comprising a black and white to color converter scaling a plurality of wavelengths of the digital signal into a color signal, wherein the streaming video converter processes the color signal into the video signal.
8. A method of scanning a retinal image, comprising:
providing an infrared light source;
emitting infrared radiation from the infrared light source toward a beam splitter;
reflecting the infrared radiation with the beam splitter through a focusing lens;
focusing the infrared radiation with the focusing lens on a retina;
collecting radiation reflected by the retina through the beam splitter at a camera;
producing an image signal representative of a plurality of images of the retina with the camera based on the collected radiation;
selecting one of the plurality of images of the retina for display from the image signal;
displaying the selected image of the retina on display;
comparing the selected image of the retina to at least one of a plurality of images of retains stored in a database;
selecting one of the plurality of images of retinas stored in the database that matches the selected image of the retina; and
displaying the one of the matching image of the retina on the display along with the selected image of the retina.
9. The method of scanning a retinal image of claim 8 , further comprising converting the image signal into a color signal; and displaying a plurality of color images of the retina on the display.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/970,249 US20140055567A1 (en) | 2008-11-05 | 2013-08-19 | Video Infrared Retinal Image Scanner |
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11150608P | 2008-11-05 | 2008-11-05 | |
US12/612,547 US8514277B2 (en) | 2008-11-05 | 2009-11-04 | Video infrared retinal image scanner |
US13/970,249 US20140055567A1 (en) | 2008-11-05 | 2013-08-19 | Video Infrared Retinal Image Scanner |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/612,547 Continuation US8514277B2 (en) | 2008-11-05 | 2009-11-04 | Video infrared retinal image scanner |
Publications (1)
Publication Number | Publication Date |
---|---|
US20140055567A1 true US20140055567A1 (en) | 2014-02-27 |
Family
ID=42153239
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/612,547 Expired - Fee Related US8514277B2 (en) | 2008-11-05 | 2009-11-04 | Video infrared retinal image scanner |
US13/970,249 Abandoned US20140055567A1 (en) | 2008-11-05 | 2013-08-19 | Video Infrared Retinal Image Scanner |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/612,547 Expired - Fee Related US8514277B2 (en) | 2008-11-05 | 2009-11-04 | Video infrared retinal image scanner |
Country Status (11)
Country | Link |
---|---|
US (2) | US8514277B2 (en) |
EP (1) | EP2356613A1 (en) |
JP (1) | JP2012508423A (en) |
KR (1) | KR20110094037A (en) |
CN (1) | CN102272775A (en) |
AU (1) | AU2009313457A1 (en) |
BR (1) | BRPI0921121A2 (en) |
CA (1) | CA2742815A1 (en) |
MX (1) | MX2011004758A (en) |
RU (1) | RU2011122668A (en) |
WO (1) | WO2010054092A1 (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2016029032A1 (en) * | 2014-08-20 | 2016-02-25 | Matthew Rickard | Systems and methods for monitoring eye health |
WO2018111995A1 (en) * | 2016-12-13 | 2018-06-21 | Gentex Corporation | Biometric identification system for gun |
US11806078B1 (en) | 2022-05-01 | 2023-11-07 | Globe Biomedical, Inc. | Tear meniscus detection and evaluation system |
Families Citing this family (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8514277B2 (en) * | 2008-11-05 | 2013-08-20 | Dyer Holdings, Llc | Video infrared retinal image scanner |
JP5507376B2 (en) * | 2010-07-28 | 2014-05-28 | 三洋電機株式会社 | Imaging device |
WO2012088424A1 (en) * | 2010-12-23 | 2012-06-28 | The Trustees Of Columbia University In The City Of New York | Lensless retinal camera apparatus and method |
SG11201407941UA (en) * | 2012-06-01 | 2014-12-30 | Agency Science Tech & Res | Robust graph representation and matching of retina images |
US8437513B1 (en) | 2012-08-10 | 2013-05-07 | EyeVerify LLC | Spoof detection for biometric authentication |
US8369595B1 (en) | 2012-08-10 | 2013-02-05 | EyeVerify LLC | Texture features for biometric authentication |
US8483450B1 (en) | 2012-08-10 | 2013-07-09 | EyeVerify LLC | Quality metrics for biometric authentication |
US9800866B2 (en) * | 2015-04-08 | 2017-10-24 | Algolux Inc. | Method for providing an estimation of a point spread function indicative of intrinsic camera blur |
US9721150B2 (en) | 2015-09-11 | 2017-08-01 | EyeVerify Inc. | Image enhancement and feature extraction for ocular-vascular and facial recognition |
US10708473B2 (en) * | 2017-12-22 | 2020-07-07 | Verily Life Sciences Llc | Ocular imaging with illumination in image path |
CN111090020B (en) * | 2020-03-24 | 2020-06-19 | 深圳市中科先见医疗科技有限公司 | In-vivo and in-vitro joint regulation system for artificial retina and artificial retina testing method |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20100245765A1 (en) * | 2008-10-28 | 2010-09-30 | Dyer Holdings, Llc | Video infrared ophthalmoscope |
US8514277B2 (en) * | 2008-11-05 | 2013-08-20 | Dyer Holdings, Llc | Video infrared retinal image scanner |
Family Cites Families (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3915564A (en) * | 1974-09-12 | 1975-10-28 | Zeiss Stiftung | Retinal image-display system |
US5224173A (en) * | 1991-10-29 | 1993-06-29 | Kuhns Roger J | Method of reducing fraud in connection with employment, public license applications, social security, food stamps, welfare or other government benefits |
US5766016A (en) * | 1994-11-14 | 1998-06-16 | Georgia Tech Research Corporation | Surgical simulator and method for simulating surgical procedure |
US5838422A (en) * | 1996-01-03 | 1998-11-17 | Caskey; Patrick J. | Ophthalmological self-test unit for evaluating macular degeneration |
US6305804B1 (en) * | 1999-03-25 | 2001-10-23 | Fovioptics, Inc. | Non-invasive measurement of blood component using retinal imaging |
DE10047237A1 (en) * | 2000-09-23 | 2002-04-11 | Physoptics Opto Electronic Gmb | System for recording the retinal reflex image |
US20040233038A1 (en) * | 2001-07-10 | 2004-11-25 | American Express Travel Related Services Company, Inc. | Method and system for retinal scan recognition biometrics on a fob |
JP2005520309A (en) * | 2002-04-10 | 2005-07-07 | カール シュトルツ エンドスコピー−アメリカ インコーポレーテッド | Apparatus and method for powering a portable battery operated light source |
US7448753B1 (en) * | 2005-07-19 | 2008-11-11 | Chinnock Randal B | Portable Digital Medical Camera for Capturing Images of the Retina or the External Auditory Canal, and Methods of Use |
-
2009
- 2009-11-04 US US12/612,547 patent/US8514277B2/en not_active Expired - Fee Related
- 2009-11-05 AU AU2009313457A patent/AU2009313457A1/en not_active Abandoned
- 2009-11-05 JP JP2011535666A patent/JP2012508423A/en not_active Withdrawn
- 2009-11-05 EP EP09825419A patent/EP2356613A1/en not_active Withdrawn
- 2009-11-05 WO PCT/US2009/063413 patent/WO2010054092A1/en active Application Filing
- 2009-11-05 RU RU2011122668/08A patent/RU2011122668A/en not_active Application Discontinuation
- 2009-11-05 KR KR1020117013028A patent/KR20110094037A/en not_active Application Discontinuation
- 2009-11-05 MX MX2011004758A patent/MX2011004758A/en unknown
- 2009-11-05 BR BRPI0921121A patent/BRPI0921121A2/en not_active Application Discontinuation
- 2009-11-05 CA CA2742815A patent/CA2742815A1/en not_active Abandoned
- 2009-11-05 CN CN2009801536850A patent/CN102272775A/en active Pending
-
2013
- 2013-08-19 US US13/970,249 patent/US20140055567A1/en not_active Abandoned
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20100245765A1 (en) * | 2008-10-28 | 2010-09-30 | Dyer Holdings, Llc | Video infrared ophthalmoscope |
US8514277B2 (en) * | 2008-11-05 | 2013-08-20 | Dyer Holdings, Llc | Video infrared retinal image scanner |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2016029032A1 (en) * | 2014-08-20 | 2016-02-25 | Matthew Rickard | Systems and methods for monitoring eye health |
CN107072528A (en) * | 2014-08-20 | 2017-08-18 | 加州浸会大学 | system and method for monitoring eye health |
US9770169B2 (en) | 2014-08-20 | 2017-09-26 | California Baptist University | Systems and methods for monitoring eye health |
US10806341B2 (en) | 2014-08-20 | 2020-10-20 | California Baptist University | Systems and methods for monitoring eye health |
WO2018111995A1 (en) * | 2016-12-13 | 2018-06-21 | Gentex Corporation | Biometric identification system for gun |
US10139179B2 (en) | 2016-12-13 | 2018-11-27 | Gentex Corporation | Biometric identification system for gun |
US11806078B1 (en) | 2022-05-01 | 2023-11-07 | Globe Biomedical, Inc. | Tear meniscus detection and evaluation system |
Also Published As
Publication number | Publication date |
---|---|
KR20110094037A (en) | 2011-08-19 |
WO2010054092A1 (en) | 2010-05-14 |
MX2011004758A (en) | 2011-10-05 |
RU2011122668A (en) | 2012-12-20 |
US20100128117A1 (en) | 2010-05-27 |
CA2742815A1 (en) | 2010-05-14 |
CN102272775A (en) | 2011-12-07 |
JP2012508423A (en) | 2012-04-05 |
EP2356613A1 (en) | 2011-08-17 |
US8514277B2 (en) | 2013-08-20 |
BRPI0921121A2 (en) | 2016-02-16 |
AU2009313457A1 (en) | 2010-05-14 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US8514277B2 (en) | Video infrared retinal image scanner | |
CN103106401B (en) | Mobile terminal iris recognition device with human-computer interaction mechanism | |
US10643087B2 (en) | Systems and methods of biometric analysis to determine a live subject | |
KR100939856B1 (en) | Personal authentication method and device | |
CN103024338B (en) | There is the display device of image capture and analysis module | |
WO2017132903A1 (en) | Biometric composite imaging system and method reusable with visible light | |
US20120257163A1 (en) | Video Infrared Ophthalmoscope | |
WO2005002441A1 (en) | Organism eye judgment method and organism eye judgment device | |
JP2005004524A (en) | Identifying system, and personal authenticating system | |
JP2004030564A (en) | Personal identification method, personal identification apparatus, and photographing device | |
US11506887B2 (en) | Method and apparatus for gaze detection | |
US20210192205A1 (en) | Binding of selfie face image to iris images for biometric identity enrollment | |
US8306609B2 (en) | Vein imaging apparatus and thumbnail image creation method | |
JP2007219624A (en) | Blood vessel image input device and personal identification system | |
RU97839U1 (en) | DEVICE FOR PREPARING IMAGES OF IRIS OF THE EYES | |
US20210256103A1 (en) | Handheld multi-sensor biometric imaging device and processing pipeline | |
CN109426762B (en) | Biological recognition system, method and biological recognition terminal | |
KR20200107167A (en) | Apparatus and Method for Making a Facial Image Suitable for Facial Recognition by Using Infraredat at Natural Lighting | |
CN110101363B (en) | Collecting device for fundus images | |
CN217739940U (en) | Identity recognition and authentication system based on multi-mode biological information | |
CN115131870A (en) | Iris image acquisition method | |
Corcoran et al. | Iris authentication in handheld devices-considerations for constraint-free acquisition |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
STCB | Information on status: application discontinuation |
Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION |