Edge-based color constancy

IEEE Transactions on Image Processing

Volumn 16, Issue 9, 2007, Pages 2207-2214

  van de Weijer, Joost ^a   Gevers, Theo ^b   Gijsenij, Arjan ^b  

^a INRIA RHÔNE ALPES   (France)

^b UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Color constancy; Object recognition; Photometric invariance

Indexed keywords

ALGORITHMS; EDGE DETECTION; IMAGE QUALITY; IMAGE RECORDING; OBJECT RECOGNITION; PHOTOMETRY;

COLOR CONSTANCY; GRAY-EDGE HYPOTHESIS; IMAGES RECORDING OBJECTS; PHOTOMETRIC INVARIANCE;

COLOR IMAGE PROCESSING;

ALGORITHM; ARTICLE; COLOR; COLORIMETRY; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; COLOR; COLORIMETRY; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34548245100     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2007.901808     Document Type: Article

References (23)

1. D. Forsyth, "A novel algorithm for color constancy," Int. J. Comput. Vis., vol. 5, no. 1, pp. 5-36, 1990.
2. T. Gevers and A. Smeulders, "Color based object recognition," Pattern Recognit., vol. 32, pp. 453-464.
3. K. Barnard, L. Martin, A. Coath, and B. Funt, "A comparison of computational color constancy algorithms - Part II: Experiments with image data," IEEE Trans. Image Process., vol. 11, no. 9, pp. 985-996, Sep. 2002.
4. J.-P. Renno, D. Makris, T. Ellis, and G. Jones, "Application and evaluation of colour constancy in visual surveillance," presented at the Joint IEEE Int. Workshop Visual Surveillance and Performance Evaluation, Bejing, China, 2005.
5. B. Funt and G. Finlayson, "Color constant color indexing,IEEE Trans. Pattern Anal. Mach. Intell., vol. 17, no. 5, pp. 522-529, 1995.
6. J. M. Geusebroek, R. van den Boomgaard, A. W. M. Smeulders, and T. Gevers, "A physical basis for color constancy," Pattern Recognit. Lett., vol. 24, pp. 1653-1662, 2003.
7. J. van de Weijer and C. Schmid, "Blur robust and color constant image description," presented at the Int. Conf. Image Processing, 2006.
8. G. Buchsbaum, "A spatial processor model for object colour perception," J. Frank. Inst., vol. 310, 1980.
9. G. Finlayson, S. Hordley, and P. Hubel, "Color by correlation: A simple, unifying framework for color constancy," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 11, pp. 1209-1221, Nov. 2001.
10. D. Brainard and W. Freeman, "Bayesian color constancy," J. Opt. Soc. Amer. A, vol. 14, no. 7, p. 1393.
11. V. Cardei, B. Funt, and K. Barnard, "Estimating the scene illumination chromaticity using a neural network," J. Opt. Soc. Amer. A, vol. 19, no. 12, 2002.
12. G. Finlayson and S. Hordley, "Gamut constrained illumination estimation," Int. J. Comput. Vis., vol. 67, no. 1, pp. 93-109, 2006.
13. E. Land and J. McCann, "Lightness and retinex theory," J. Opt. Soc. Amer. A, vol. 61, no. 1, pp. 1-11, Jan. 1971.
14. R. Gershon, A. D. Jepson, and J. K. Tsotsos, "From [r,g,b] to surface reflectance: Computing color constant descriptors in images," in Proc. 10th IJCAI, Milan, Italy, 1987, pp. 755-758.
15. G. Finlayson and E. Trezzi, "Shades of gray and colour constancy," in Proc. IS&T/SID 12th Color Imaging Conf., 2004, pp. 37-41.
16. K. Barnard, V. Cardei, and B. Funt, "A comparison of computational color constancy algorithms - Part I: Methodology and experiments with synthesized data," IEEE Trans. Image Process., vol. 11, no. 9, pp. 972-984, Sep. 2002.
17. E. H. Land, "The retinex theory of color vision," Sci. Amer., vol. 237, no. 6, pp. 108-120, 122, 123, 126, 128, 1977.
18. K. Barnard, "Improvements to gamut mapping colour constancy algorithms," in Proc. Eur. Conf. Computer Vision, 2000, pp. 390-403.
19. K. Barnard, L. Martin, B. Funt, and A. Coath, "A data set for colour research," Color Res. Appl., vol. 27, no. 3, pp. 147-151, 2002.
20. J. van de Weijer, T. Gevers, and A. Bagdanov, "Boosting color saliency in image feature detection," IEEE Trans. Pattern Anal. Mach. Intell. vol. 28, no. 1, pp. 150-156, Jan. 2006.
21. E. Land, "An alternative technique for the computation of the designator in the retinex theory of color vision," in Proc. Nat. Acad. Sci., 1986, vol. 83, pp. 3078-3080.
22. S. Hordley and G. Finlayson, "Reevaluation of color constancy algorithm performance," J. Opt. Soc. Amer. A, vol. 23, no. 5, pp. 1008-1020, May 2006.
23. F. Ciurea and B. Funt, "A large image database for color constancy research," in Proc. IS&T/SID's Color Imaging Conf., Scottsdale, AZ, 2004, pp. 160-64.