Nothing Special   »   [go: up one dir, main page]

skip to main content
article

Recursive sub-image histogram equalization applied to gray scale images

Published: 01 July 2007 Publication History

Abstract

A novel recursive sub-image histogram equalization (RSIHE) is developed to overcome the drawbacks of generic histogram equalization (HE) for gray scale images. Compared to some of the conventional HE methods, such as bi-histogram equalization and recursive mean-separate histogram equalization, the proposed RSIHE method yields better image compensation. The scanning electron microscope images are used as test images to evaluate the efficiency of the developed algorithm. The algorithm is implemented in software with a frame grabber card, forming the front-end video capture element.

References

[1]
An anomalous contrast in scanning electron microscopy of insulators: the Pseudo-Mirror Effect. Scanning. v22. 352-356.
[2]
MacLispix: a special purpose public domain image analysis program for the Macintosh. Microbeam Analysis. v4. 151-163.
[3]
Image coding using robust quantization for noisy digital transmission. IEEE Transaction on Image Processing. v7 i4. 496-505.
[4]
Contrast enhancement using recursive mean-separate histogram equalization for scalable brightness preservation. IEEE Transactions on Consumer Electronics. v49 i4. 1301-1309.
[5]
De Medeiros Martins, A., Torres de Almeida Filho, W., Medeiros Brito Jr. A., Duarte Doria Neto, A., 2002. A new method for multi-texture segmentation using neural networks, Neural Networks, 2002. In: IJCNN'02. Proceedings of the 2002 International Joint Conference on, vol. 3, pp. 2064-2069.
[6]
Noise reduction in MR angiography with nonlinear anisotropic filtering. Journal of Magnetic Resonance Imaging. v19 i5. 632-639.
[7]
Scanning Electron Microscopy and X-Ray Microanalysis: A Text for Biologist Material Scientist and Geologist. second ed. Plenum Press, New York.
[8]
Digital Image Processing. Prentice-Hall, New Jersey.
[9]
Performance of a single lookup table (LUT) for displaying chest CT images. Academic Radiology. v11 i6. 609-616.
[10]
Contrast enhancement using brightness preserving bi-histogram equalization. IEEE Transactions on Consumer Electronics. v43 i1. 1-8.
[11]
Image coding using entropy-constrained residual vector quantization. IEEE Transactions on Image Processing. v4 i10. 1349-1357.
[12]
The medical image display and analysis group at the University of North Carolina: Reminiscences and philosophy. IEEE Transactions on Medical Imaging. v22 i1. 2-10.
[13]
NIH Image: a public domain image processing program for the Macintosh. Microbeam Analysis Society Journal. v4. 137-149.
[14]
The Image Processing Handbook. CRC Press, Florida.
[15]
Tolat A.R., McNeill S.R., Sutton M.A., 1991. Effects of contrast and brightness on subpixel image correlation. In: System Theory Proceedings, Twenty-Third Southeastern Symposium on 10-12 March, pp. 604-608.
[16]
Processing of abdominal ultrasound images using seed based region growing method. Proceedings of International Conference on Intelligent Sensing and Information Processing. 57-62.
[17]
Wang, Y., Li, J., Lu, Y., Fu, Y., Jiang, Q., 2003. Image quality evaluation based on image weighted separating block peak signal to noise ratio. In: Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on, Volume 2, pp. 994-997.
[18]
A confocal microscopic study of solitary pulmonary neuroendocrine cells in human airway epithelium. Respiratory Research. v6 i115. 1-11.
[19]
Wong, W.K., 1997. Control of specimen charging in scanning electron microscopy. Ph.D. Thesis, National University of Singapore, Singapore.
[20]
Charging control using pulsed electron microscopy. Scanning. v17 i5. 312-315.

Cited By

View all
  • (2024)Exposure-Based contrast enhancement method for low contrast Images using the entropy curveProceedings of the 2024 6th International Conference on Image, Video and Signal Processing10.1145/3655755.3655763(61-66)Online publication date: 14-Mar-2024
  • (2024)A new histogram equalization technique for contrast enhancement of grayscale images using the differential evolution algorithmNeural Computing and Applications10.1007/s00521-024-09739-236:20(12029-12045)Online publication date: 1-Jul-2024
  • (2024)An adaptive methodology for rock mass fracture image enhancement with generalized gamma correctionThe Visual Computer: International Journal of Computer Graphics10.1007/s00371-023-03100-940:8(5201-5217)Online publication date: 1-Aug-2024
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image Pattern Recognition Letters
Pattern Recognition Letters  Volume 28, Issue 10
July, 2007
151 pages

Publisher

Elsevier Science Inc.

United States

Publication History

Published: 01 July 2007

Author Tags

  1. Histogram equalization
  2. Scanning electron microscope

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 21 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Exposure-Based contrast enhancement method for low contrast Images using the entropy curveProceedings of the 2024 6th International Conference on Image, Video and Signal Processing10.1145/3655755.3655763(61-66)Online publication date: 14-Mar-2024
  • (2024)A new histogram equalization technique for contrast enhancement of grayscale images using the differential evolution algorithmNeural Computing and Applications10.1007/s00521-024-09739-236:20(12029-12045)Online publication date: 1-Jul-2024
  • (2024)An adaptive methodology for rock mass fracture image enhancement with generalized gamma correctionThe Visual Computer: International Journal of Computer Graphics10.1007/s00371-023-03100-940:8(5201-5217)Online publication date: 1-Aug-2024
  • (2023)Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast EnhancementACM Transactions on Multimedia Computing, Communications, and Applications10.1145/359730319:6(1-22)Online publication date: 12-Jul-2023
  • (2023)A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessmentSignal Processing10.1016/j.sigpro.2022.108821204:COnline publication date: 1-Mar-2023
  • (2023)Tripartite sub-image histogram equalization for slightly low contrast gray-tone image enhancementPattern Recognition10.1016/j.patcog.2022.109043134:COnline publication date: 1-Feb-2023
  • (2023)A deep journey into image enhancementInformation Fusion10.1016/j.inffus.2022.12.01293:C(36-76)Online publication date: 15-Feb-2023
  • (2023)Integration of ROV and vision-based underwater inspection for Limnoperna fortunei in water conveyance structureEngineering Applications of Artificial Intelligence10.1016/j.engappai.2023.106575124:COnline publication date: 1-Sep-2023
  • (2023)A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancementMultimedia Tools and Applications10.1007/s11042-023-14830-282:18(28345-28365)Online publication date: 27-Feb-2023
  • (2022)A contrast enhancement framework under uncontrolled environments based on just noticeable differenceImage Communication10.1016/j.image.2022.116657103:COnline publication date: 1-Apr-2022
  • Show More Cited By

View Options

View options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media