NASA / Langley Research Center / Electromagnetics and Sensors Research Branch

Retinex Image Processing

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Retinex related publications


  1. G. A. Woodell, D. J. Jobson, Z. Rahman Scene Context Dependency of Pattern Constancy of Time Series Imagery Visual Information Processing XVII, Proc. SPIE 6978, (2008)

  2. Z. Rahman, D. J. Jobson, G. A. Woodell Adaptive Methods of Two-Scale Edge Detection in Post-Enhancement Visual Pattern Processing Visual Information Processing XVII, Proc. SPIE 6978, (2008)

  3. G. S. Rajput, Z. Rahman Hazard Detection on Runways using Image processing Techniques Enhanced and Synthetic Vision 2008, Proc. SPIE 6957, (2008)

  4. Z. Rahman, D. J. Jobson, G. A. Woodell, G. D. Hines Automated, on-board terrain analysis for precision landings Visual Information Processing XV, Proc. SPIE 6246, (2006)

  5. D. J. Jobson, Z. Rahman, G. A. Woodell, G. D. Hines, A Comparison of Visual Statistics for the Image Enhancement of FORESITE Aerial Images with Those of Major Image Classes Visual Information Processing XV, Proc. SPIE 6246, (2006)

  6. G. A. Woodell, D. J. Jobson, Z. Rahman, G. D. Hines, Advanced Image Processing of Aerial Imagery Visual Information Processing XV, Proc. SPIE 6246, (2006)

  7. G. D. Hines, Z. Rahman, D. J. Jobson, G. A. Woodell A Real-time Enhancement, Registration, and Fusion for a Multi-Sensor Enhanced Vision System Enhanced and Synthetic Vision 2005, Proc. SPIE 6226, (2006).

  8. Z. Rahman, D. J. Jobson, G. A. Woodell, G. D. Hines, Image enhancement, image quality, and noise, Photonic Devices and Algorithms for Computing VII, Proc. SPIE 5907, (2005) (Invited paper)

  9. G. A. Woodell, D. J. Jobson, Z. Rahman, G. D. Hines, Enhancement of imagery in poor visibility conditions, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense IV, Proc. SPIE 5778, (2005)

  10. G. D. Hines, Z. Rahman, D. J. Jobson, G. A. Woodell, S. D. Harrah, Real-time Enhanced Vision System, Enhanced and Synthetic Vision 2005, Proc. SPIE 5802, (2005).

  11. G. D. Hines, Z. Rahman, D. J. Jobson, G. A. Woodell, Single-Scale Retinex Using Digital Signal Processors, Global Signal Processing Expo (GSPx), (2004)

  12. Z. Rahman, D. J. Jobson, G. A. Woodell, G. D. Hines, Impact of multiscale retinex computation on performance of segmentation algorithms, Visual Information Processing XIII, Proc. SPIE 5438, (2004)

  13. D. J. Jobson, Z. Rahman, G. A. Woodell, G. D. Hines, The automatic assessment and reduction of noise using edge pattern analysis in nonlinear image enhancement, Visual Information Processing XIII, Proc. SPIE 5438, (2004)

  14. G. D. Hines, Z. Rahman, D. J. Jobson, G. A. Woodell, DSP implementation of the multiscale retinex image enhancement algorithm, Visual Information Processing XIII, Proc. SPIE 5438, (2004)

  15. G. A. Woodell, Z. Rahman, D. J. Jobson, G. D. Hines, Enhanced images for checked and carry-on baggage and cargo screening, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense III, Proc. SPIE 5403, (2004)

  16. Z. Rahman, D. J. Jobson, and G. A. Woodell, Retinex Processing for Automatic Image Enhancement, Journal of Electronic Imaging, January 2004.

  17. D. J. Jobson, Z. Rahman, and G. A. Woodell, Feature visibility limits in the non-linear enhancement of turbid images, Visual Information Processing XII, Proc. SPIE 5108, (2003)

  18. D. J. Jobson, Z. Rahman, and G. A. Woodell, The statistics of visual representation, Visual Information Processing XI, Proc. SPIE 4736, (2002) (Invited paper)

  19. Z. Rahman, D. J. Jobson, G. A. Woodell, and G. D. Hines, Multi-sensor fusion and enhancement using the Retinex image enhancement algorithm, Visual Information Processing XI, Proc. SPIE 4736, (2002)

  20. Z. Rahman, D. J. Jobson, and G. A. Woodell, Retinex processing for automatic image enhancement, Human Vision and Electronic Imaging VII, SPIE Symposium on Electronic Imaging, Proc. SPIE 4662, (2002)

  21. Z. Rahman, G. A. Woodell, and D. J. Jobson, Retinex Image Enhancement: Application to Medical Images, presented at the NASA workshop on New Partnerships in Medical Diagnostic Imaging, Greenbelt , Maryland, July 2001.

  22. D. J. Jobson, Z. Rahman, and G. A. Woodell, The Spatial Aspect of Color and Scientific Implications of Retinex Image Processing, SPIE International Symposium on AeroSense, Proceedings of the Conference on Visual Information Processing X, April 2001.

  23. N. Halyo, Z. Rahman, and S. K. Park, Information Content in Nonlinear Local Normalization Processing of Digital Images, SPIE International Symposium on AeroSense, Proceedings of the Conference on Visual Information Processing X, April 2001.

  24. B. Thompson, Z. Rahman, and S. Park, A Multi-scale Retinex for Improved Performance In Multi-Spectral Image Classification, SPIE International Symposium on AeroSense, Visual Information Processing IX, April 2000.

  25. B. Thompson, Z. Rahman, and S. Park, Retinex Pre-processing for Improved Multi-Spectral Image Classification, SPIE International Symposium on AeroSense, Visual Information Processing VIII, April 1999.

  26. Z. Rahman, D. J. Jobson, and G. A. Woodell, Resiliency of the Multiscale Retinex Image Enhancement Algorithm, Proceedings of the IS&T Sixth Annual Color Conference, November 1998.

  27. D. J. Jobson, Z. Rahman, and G. A. Woodell, A Multi-Scale Retinex For Bridging the Gap Between Color Images and the Human Observation of Scenes, IEEE Transactions on Image Processing: Special Issue on Color Processing, July 1997.

  28. Z. Rahman, G. A. Woodell, and D. J. Jobson, A Comparison of the Multiscale Retinex With Other Image Enhancement Techniques, Proceedings of the IS&T 50th Anniversary Conference, May 1997.

  29. D. J. Jobson, Z. Rahman, and G. A. Woodell, Properties and Performance of a Center/Surround Retinex, IEEE Transactions on Image Processing, March 1997.

  30. Z. Rahman, D. J. Jobson, and G. A. Woodell, A Multiscale Retinex for Color Rendition and Dynamic Range Compression, SPIE International Symposium on Optical Science, Engineering, and Instrumentation, Conference on Signal and Image Processing.

  31. D. J. Jobson, Z. Rahman, and G. A. Woodell, Retinex Image Processing: Improved Fidelity for Direct Visual Observation, Proceedings of the IS&T Fourth Color Imaging Conference: Color Science, Systems, and Applications, (1996).

  32. Z. Rahman, D. J. Jobson, and G. A. Woodell, Multiscale Retinex for Color Image Enhancement, International Conference on Image Processing (ICIP) '96.

  33. Z. Rahman, Properties of a Center/Surround Retinex: Part 1. Signal Processing Design, NASA Contractor Report 198194, 1995.

  34. D. J. Jobson and G. A. Woodell, Properties of a Center/Surround Retinex: Part 2. Surround Design, NASA Technical Memorandum, 110188, 1995.

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Responsible NASA Official: Glenn Woodell