Shaikha et al., 2019 - Google Patents
Optic Disc Detection and Segmentation in Retinal Fundus ImageShaikha et al., 2019
- Document ID
- 12692576561331848033
- Author
- Shaikha H
- Sallow A
- Publication year
- Publication venue
- 2019 International Conference on Advanced Science and Engineering (ICOASE)
External Links
Snippet
Segmentation of Optic Disc (OD) is one of the significant steps in automatic Diabetic Retinopathy (DR) detecting. Thus, DR detecting needs to eliminate the OD pixels. In this paper, a new technique is presented for OD segmentation that depends on the histogram …
- 230000011218 segmentation 0 title abstract description 31
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
- G06K9/46—Extraction of features or characteristics of the image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20112—Image segmentation details
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20212—Image combination
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
- G06K9/00268—Feature extraction; Face representation
- G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/00597—Acquiring or recognising eyes, e.g. iris verification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/62—Methods or arrangements for recognition using electronic means
- G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/62—Methods or arrangements for recognition using electronic means
- G06K9/6267—Classification techniques
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20172—Image enhancement details
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
- G06T5/001—Image restoration
- G06T5/002—Denoising; Smoothing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110276356B (en) | Fundus image microaneurysm identification method based on R-CNN | |
Morales et al. | Automatic detection of optic disc based on PCA and mathematical morphology | |
Gagnon et al. | Procedure to detect anatomical structures in optical fundus images | |
Fan et al. | Optic disk detection in fundus image based on structured learning | |
Sinthanayothin | Image analysis for automatic diagnosis of diabetic retinopathy | |
Kayal et al. | A new dynamic thresholding based technique for detection of hard exudates in digital retinal fundus image | |
Qureshi et al. | Detection of glaucoma based on cup-to-disc ratio using fundus images | |
CN112017185B (en) | Focus segmentation method, device and storage medium | |
Veiga et al. | Quality evaluation of digital fundus images through combined measures | |
CN107066957A (en) | Iris locating method and device in visible ray eyes image | |
Li et al. | Vessel recognition of retinal fundus images based on fully convolutional network | |
Kumar et al. | Macular Edema severity detection in colour fundus images based on ELM classifier | |
Shaikha et al. | Optic Disc Detection and Segmentation in Retinal Fundus Image | |
Sachdeva et al. | Automatic segmentation and area calculation of optic disc in ophthalmic images | |
Kiefer et al. | Automated Fundus Image Standardization Using a Dynamic Global Foreground Threshold Algorithm | |
Fan et al. | Automated blood vessel segmentation in fundus image based on integral channel features and random forests | |
Toptaş et al. | Detection of optic disc localization from retinal fundus image using optimized color space | |
CN112288697A (en) | Method and device for quantifying degree of abnormality, electronic equipment and readable storage medium | |
Luangruangrong et al. | Automatic exudates detection in retinal images using efficient integrated approaches | |
Sallow et al. | Optical Disc and Blood Vessel Segmentation in Retinal Fundus Images | |
Tulasigeri et al. | An advanced thresholding algorithm for diagnosis of glaucoma in fundus images | |
Prakash et al. | Three level automatic segmentation of optic disc using LAB color space contours and morphological operation | |
Patil et al. | Detection of glaucoma in retinal image using image processing and SVM | |
CN114698398A (en) | Image processing method, image processing apparatus, electronic device, and readable storage medium | |
Mathias et al. | Categorization of diabetic retinopathy and identification of characteristics to assist effective diagnosis |