4.11.5 Color Constancy, Retinex

Kubelka, P., Munk, F.,
Ein Beitrag zur Optik der Farbanstriche,
Z. Techn. Phusik(12), 1931, pp. 593. How light scatters in layers of a solid. BibRef 3100

Helson, H.,
Some Factors and Implications of Color Constancy,
JOSA(24), 1934, pp. 555-567. BibRef 3400

Kubelka, P.,
New Contribution to the Optics of Intensely Light-Scattering Materials: Part I,
JOSA(38), No. 5, 1948, pp. 448-457. How light scatters in layers of a solid. BibRef 4800

Müller, P.F.,
Color Image Retrieval from Monochrome Transparencies,
AppOpt(8), No. 10, October 1969, pp. 2051. BibRef 6910

Land, E.H.,
Color Vision and the Natural Image,
NAS(45), 1959, pp. 115-129; and 1959, pp. 636-644; BibRef 5900
And: NAS(80), 1983, pp. 5163-5169. BibRef

Land, E.H.[Edwin H.],
Experiments in Color Vision,
SciAmer(200), 1959, pp. 84-89. BibRef 5900

Land, E.H.[Edwin H.],
Color Vision and the Natural Image: Part I,
NAS(45), No. 1, January 1959, pp. 115-129. BibRef 5901
And:
Color Vision and the Natural Image: Part II,
NAS(45), No. 4, April 1959, pp. 636-644. BibRef

Land, E.H., and McCann, J.J.,
Lightness and Retinex Theory,
JOSA(61), No. 1, 1971, pp. 1-11. Retinex. The original color constancy paper. A less technical version appeared in Scientific American about 1978. BibRef 7100

Land, E.H.,
The Retinex Theory of Color Vision,
SciAmer(237), 1977, pp. 108-129. BibRef 7700

McCann, J.J., McKee, S.P., Taylor, T.H.,
Quantitative Studies in Retinex Theory,
Vision Research(16), 1976, pp. 445-458. BibRef 7600

Funt, B., Ciurea, F., McCann, J.J.,
Retinex in Matlab,
JEI(13), No. 1, January 2004, pp. 48-57.
HTML Version. Code, Retinex. Code, Retinex, Matlab.
WWW Version. BibRef 0401

Horn, B.K.P.[Berthold K.P.],
Determining Lightness from an Image,
CGIP(3), No. 4, December 1974, pp. 277-299.
WWW Version. BibRef 7412
Earlier:
On Lightness,
MIT AI Memo-295, October 1973. See also Understanding Image Intensities. BibRef

Blake, A.,
Boundary Conditions for Lightness Computation in Mondrian World,
CVGIP(32), No. 3, December 1985, pp. 314-327.
WWW Version. BibRef 8512

Brainard, D.H., Wandell, B.A.,
Analysis of the Retinex Theory of Color Vision,
JOSA-A(3), 1986, pp. 1651-1661. BibRef 8600

Brelstaff, G., Blake, A.,
Computing Lightness,
PRL(5), 1987, pp. 129-138. BibRef 8700

Novak, C.L., and Shafer, S.A.,
Supervised Color Constancy Using a Color Chart,
CMU-CS-TR-90-140, CMU CS Dept., June 1990. Matching colors under different illuminations. BibRef 9006

Skrzypek, J.,
Lightness Constancy: Connectionist Architecture for Controlling Sensitivity,
SMC(20), 1990, pp. 957-968. BibRef 9000

Arend, L., Reeves, A.,
Simultaneous Colour Constancy,
JOSA-A(3), 1986, pp. 1743-1751. BibRef 8600

Wandell, B.A.,
The Synthesis and Analysis of Color Images,
PAMI(9), No. 1, January 1987, pp. 2-13. BibRef 8701

Wandell, B.A.[Brian A.],
Color Appearance and the Digital Imaging Pipeline,
ICPR00(Vol I: 183-190).
IEEE DOI Link
HTML Version. 0009
Plenery talk. Overview. BibRef

Maloney, L.T., and Wandell, B.A.,
Color Constancy: A Method for Recovering Surface Spectral Reflectance,
JOSA-A(3), 1986, pp. 29-33. Reprinted in BibRef 8600 RCV87(293-297). Estimate reflectance without a known ambient light source. Also given as: A Computational Model for Color Constancy. ?? BibRef

Wandell, B.A., El Gamal, A., Girod, B.,
Common principles of image acquisition systems and biological vision,
PIEEE(90), No. 1, January 2002, pp. 5-17.
IEEE DOI Link 0201
BibRef

Xu, J.J.[Jia-Jing], Farrell, J.[Joyce], Matskewich, T.[Tanya], Wandell, B.A.[Brian A.],
Prediction of preferred ClearType filters using the S-CIELAB metric,
ICIP08(361-364).
IEEE DOI Link 0810
BibRef

Parmar, M.[Manu], Lansel, S.[Steven], Wandell, B.A.[Brian A.],
Spatio-spectral reconstruction of the multispectral datacube using sparse recovery,
ICIP08(473-476).
IEEE DOI Link 0810
BibRef

Maloney, L.T.,
Evaluation of Linear Models of Surface Spectral Reflectance with Small Numbers of Parameters,
JOSA-A(3), No. 10, October 1986, pp. 1673-1683. BibRef 8610

Maloney, L.T.,
Computational Approaches to Color Vision,
Ph.D.1984, Stanford University. BibRef 8400

Marimont, D.H., Wandell, B.A.,
Linear Models of Surface and Illuminant Spectra,
JOSA-A(9), 1992, pp. 1905-1913. BibRef 9200

d'Zmura, M., and Lennie, P.,
Mechanisms of Color Constancy,
JOSA-A(3), 1986, pp. 1662-1672. BibRef 8600

d'Zmura, M., and Iverson, G.,
Color Constancy. I. Basic Theory of Two Stage Linear Recovery of Spectral Descriptions for Lights and Surfaces,
JOSA-A(10), 1993, pp. 2148-2165. BibRef 9300

d'Zmura, M., and Iverson, G.,
Color Constancy. II. Results for Two-Stage Linear Recovery of Spectral Descriptions for Lights and Surfaces,
JOSA-A(10), 1993, pp. 2166. BibRef 9300

d'Zmura, M., and Iverson, G.,
Color Constancy. III. General Linear Recovery of Spectral Descriptions for Lights and Surfaces,
JOSA-A(11), 1994, pp. 2389-2400. BibRef 9400

Sato, Y., and Ikeuchi, K.,
Temporal-Color Space Analysis of Reflection,
JOSA-A(11), No. 11, November 1994, pp. 2990-3002. BibRef 9411
Earlier: CVPR93(570-576).
IEEE Abstract. BibRef
And: CMU-CS-TR-92-207, November 1992, CMU CS Dept.
Postscript Version. Temporal-color space (4-D images). Register range and color image. BibRef

Kawakami, R.[Rei], Takamatsu, J.[Jun], Ikeuchi, K.[Katsushi],
Color constancy from blackbody illumination,
JOSA-A(24), No. 7, July 2007, pp. 1886-1893.
WWW Version. 0801
See also Color estimation from a single surface color. BibRef

Sinha, P., Adelson, E.H.,
Verifying the 'Consistency' of Shading Patterns and 3-D Structures,
WQV93(71-80). BibRef 9300

Sinha, P., and Adelson, E.H.,
Recovering Reflectance and Illumination in a World of Painted Polyhedra,
ICCV93(156-163).
IEEE DOI Link Addresses changes in both reflectance and orientation and colors. BibRef 9300

Forsyth, D.A.,
A Novel Algorithm for Color Constancy,
IJCV(5), No. 1, August 1990, pp. 5-36.
Springer DOI Link BibRef 9008
And:
A Novel Approach to Colour Constancy,
ICCV88(9-18).
IEEE Abstract. CRULE. Described elsewhere as one of the most successful. A theory that reproduces Land's two color experiments. (Or Algorithm in the title rather than Approach). BibRef

Skrzypek, J., Gungner, D.,
Lightness Constancy from Luminance Contrast,
PRAI(6), 1992, pp. 236. BibRef 9200

Hurlbert, A.C., and Poggio, T.A.,
Synthesizing a Color Algorithm from Examples,
Science(239), January 29, 1988, pp. 482-485. BibRef 8801
And:
Learning a Color Algorithm from Examples,
MIT AI Memo-909, June 1987.
WWW Version. BibRef

Hurlbert, A.C.[Anya C.],
The Computation of Color,
MIT AI-TR-1154, September 1989.
WWW Version. BibRef 8909

Kuriki, I., Uchikawa, K.,
Limitations of Surface-Color and Apparent-Color Constancy,
JOSA-A(13), No. 8, August 1996, pp. 1622-1636. 9608
BibRef

du Buf, J.M.H.,
Brightness Versus Apparent Contrast 1: Incremental and Decremental Disks With Varying Diameter,
SV(6), No. 3, 1992, pp. 159-182. BibRef 9200

du Buf, J.M.H.,
Brightness Versus Apparent Contrast 2: Large-Field Asymmetry,
SV(6), No. 4, 1992, pp. 243-263. BibRef 9200

du Buf, J.M.H.,
Brightness Versus Apparent Contrast 3: Blurred Disks and Concentric Cosine Gratings,
SV(6), No. 4, 1992, pp. 265-284. BibRef 9200

Jobson, D.J., Rahman, Z.U., Woodell, G.A.,
A Multiscale Retinex for Bridging the Gap Between Color Images and the Human Observation of Scenes,
IP(6), No. 7, July 1997, pp. 965-976.
IEEE DOI Link 9707
BibRef

Rahman, Z.U.[Zia-Ur], Jobson, D.J., Woodell, G.A.,
Multi-Scale Retinex for Color Image Enhancement,
ICIP96(III: 1003-1006).
IEEE DOI Link BibRef 9600

Freeman, W.T.[William T.], Brainard, D.H.[David H.],
Bayesian Color Constancy,
JOSA-A(14), No. 7, July 1997, pp. 1393-1411. 9708
BibRef

Freeman, W.T.[William T.], Brainard, D.H.[David H.],
Bayesian Decision Theory, the Maximum Local Mass Estimate,
ICCV95(210-217).
IEEE DOI Link
WWW Version. BibRef 9500

Brainard, D.H., Brunt, W.A., Speigle, J.M.,
Color Constancy in the Nearly Natural Image: I: Asymmetric Matches,
JOSA-A(14), No. 9, September 1997, pp. 2091-2110. 9709
BibRef

Brainard, D.H.,
Color Constancy in the Nearly Natural Image: II: Achromatic Loci,
JOSA-A(15), No. 2, February 1998, pp. 307-325. 9802
BibRef

Allred, S.R.[Sarah R.], Brainard, D.H.[David H.],
Contrast, constancy, and measurements of perceived lightness under parametric manipulation of surface slant and surface reflectance,
JOSA-A(26), No. 4, April 2009, pp. 949-961.
WWW Version. 0903
BibRef

Blohm, W.,
Lightness Determination at Curved Surfaces with Applications to Dynamic-Range Compression and Model-Based Coding of Facial Images,
IP(6), No. 8, August 1997, pp. 1129-1138.
IEEE DOI Link 9708
BibRef

Boldrin, E., Schettini, R.,
Faithful cross-media color matching using neural networks,
PR(32), No. 3, March 1999, pp. 465-476.
WWW Version. BibRef 9903
Earlier:
Cross-media color matching using neural networks,
CIAP97(I: 335-342).
WWW Version. 9709
BibRef

Baeuml, K.H.[Karl-Heinz],
Color constancy: the role of image surfaces in illuminant adjustment,
JOSA-A(16), No. 7, July 1999, pp. 1521-1530. BibRef 9907

Sapiro, G.[Guillermo],
Color and Illuminant Voting,
PAMI(21), No. 11, November 1999, pp. 1210-1215.
IEEE Abstract.
WWW Version. 9912
Color constancy and illuminant estimation. Based on Hough ideas. BibRef

Gilcrist, A., Kossyfidis, C., Bonato, F., Agostini, T., Li, X., Spehar, B., Annan, V., Economou, E.,
An Anchoring Theory of Lightness Perception,
PsychR(106), No. 4, 1999, pp. 795-834. BibRef 9900

Nascimento, S.M.C.[Sérgio M. C.], Foster, D.H.[David H.],
Relational color constancy in achromatic and isoluminant images,
JOSA-A(17), No. 2, February 2000, pp. 225-231. 0002
BibRef

Marini, D.[Daniele], Rizzi, A.[Alessandro],
A computational approach to color adaptation effects,
IVC(18), No. 13, October 2000, pp. 1005-1014.
WWW Version. 0008
BibRef
Earlier:
A computational approach to color illusions,
CIAP97(I: 62-69).
WWW Version. 9709
BibRef

Provenzi, E.[Edoardo], de Carli, L.[Luca], Rizzi, A.[Alessandro], Marini, D.[Daniele],
Mathematical definition and analysis of the Retinex algorithm,
JOSA-A(22), No. 12, December 2005, pp. 2613-2621.
WWW Version. 0601
BibRef

Provenzi, E.[Edoardo], Fierro, M., Rizzi, A.[Alessandro], de Carli, L.[Luca], Gadia, D., Marini, D.[Daniele],
Random Spray Retinex: A New Retinex Implementation to Investigate the Local Properties of the Model,
IP(16), No. 1, January 2007, pp. 162-171.
IEEE DOI Link 0701
BibRef

Provenzi, E.[Edoardo], Gatta, C.[Carlo], Fierro, M.[Massimo], Rizzi, A.[Alessandro],
A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Contrast,
PAMI(30), No. 10, October 2008, pp. 1757-1770.
IEEE DOI Link 0810
Combine 2 variations on color constance/retinex: White Patch (WP): Random Spray Retinex and Gray-World (GW): ACE for color correction. BibRef

Bertalmío, M.[Marcelo], Caselles, V.[Vicent], Provenzi, E.[Edoardo],
Issues About Retinex Theory and Contrast Enhancement,
IJCV(83), No. 1, June 2009, pp. xx-yy.
Springer DOI Link 0903
Model relies on the computation of the expectation value of a suitable random variable weighted with a kernel function. Consistent with Land formulation. BibRef

Abdellatif, M.[Mohamed], Tanaka, Y.[Yutaka], Gofuku, A.[Akio], Nagai, I.[Isaku],
Color Constancy Using the Inter-Reflection from a Reference Nose,
IJCV(39), No. 3, September-October 2000, pp. 171-194.
WWW Version. 0101
BibRef

Geusebroek, J.M., van den Boomgaard, R., Smeulders, A.W.M., Geerts, H.,
Color Invariance,
PAMI(23), No. 12, December 2001, pp. 1338-1350.
IEEE Abstract.
WWW Version. 0112
Measure object reflectance under different imaging conditions. BibRef

Geusebroek, J.M.[Jan-Mark], van den Boomgaard, R.[Rein], Smeulders, A.W.M.[Arnold W. M.], Gevers, T.[Theo],
Color constancy from physical principles,
PRL(24), No. 11, July 2003, pp. 1653-1662.
WWW Version. 0304
BibRef

Gijsenij, A.[Arjan], Gevers, T.[Theo], Lucassen, M.P.[Marcel P.],
Perceptual analysis of distance measures for color constancy algorithms,
JOSA-A(26), No. 10, October 2009, pp. 2243-2256.
WWW Version. 0910
BibRef
Earlier:
A Perceptual Comparison of Distance Measures for Color Constancy Algorithms,
ECCV08(I: 208-221).
Springer DOI Link 0810
BibRef

Geusebroek, J.M., van den Boomgaard, R.[Rein], Smeulders, A.W.M., Dev, A.,
Color and Scale: The Spatial Structure of Color Images,
ECCV00(I: 331-341).
WWW Version. 0003
BibRef

Geusebroek, J.M.[Jan-Mark], Dev, A.[Anuj], van den Boomgaard, R.[Rein], Smeulders, A.W.M.[Arnold W.M.], Cornelissen, F.[Frans], Geerts, H.[Hugo],
Color Invariant Determination of Material Changes in Reflection and Transmission of Light,
ScaleSpace99(459-464). BibRef 9900

Geusebroek, J.M.[Jan-Mark], Smeulders, A.W.M.[Arnold W.M.],
Measurement of Color Invariants,
CVPR00(I: 50-57).
IEEE Abstract.
WWW Version. 0005
BibRef

Geusebroek, J.M., Koelma, D., Smeulders, A.W.M., Gevers, T.,
Image retrieval and segmentation based on color invariants,
CVPR00(II: 784-785).
IEEE Abstract.
WWW Version. 0403
BibRef

Geusebroek, J.M.,
Compact Object Descriptors from Local Colour Invariant Histograms,
BMVC06(III:1029).
PDF Version. 0609
BibRef

Wanderley, J.F.C., Fisher, M.H.,
Multiscale color invariants based on the human visual system,
IP(10), No. 11, November 2001, pp. 1630-1638.
IEEE DOI Link 0201
See also Spatial-Feature Parametric Clustering Applied to Motion-Based Segmentation in Camouflage. BibRef

Wanderley, J.F.C., Fisher, M.H.,
Multiscale Color and Texture Invariants for Image Recognition,
ICIP01(I: 862-865).
IEEE Abstract. 0108
BibRef

Pei, S.C.[Soo-Chang], Tseng, C.L.[Ching-Long], Wu, C.C.[Chai-Che],
Using color histogram normalization for recovering chromatic illumination-changed images,
JOSA-A(18), No. 11, November 2001, pp. 2641-2658.
WWW Version. 0201
BibRef

Spitzer, H.[Hedva], Semo, S.[Sarit],
Color constancy: a biological model and its application for still and video images,
PR(35), No. 8, August 2002, pp. 1645-1659.
WWW Version. 0206
BibRef

Kimmel, R.[Ron], Elad, M.[Michael], Shaked, D.[Doron], Keshet, R.[Renato], Sobel, I.[Irwin],
A Variational Framework for Retinex,
IJCV(52), No. 1, April 2003, pp. 7-23.
WWW Version. 0301
BibRef

Elad, M., Kimmel, R., Shaked, D., Keshet, R.,
Reduced complexity Retinex algorithm via the variational approach,
JVCIR(14), No. 4, December 2003, pp. 369-388.
WWW Version. 0401
BibRef

Herscovitz, M.[Marius], Yadid-Pecht, O.[Orly],
A modified Multi Scale Retinex algorithm with an improved global impression of brightness for wide dynamic range pictures,
MVA(15), No. 4, October 2004, pp. 220-228.
Springer DOI Link 0410
BibRef

van Trigt, C.,
Illuminant-Dependence of Von Kries Type Quotients,
IJCV(61), No. 1, January 2005, pp. 5-30.
WWW Version. 0410
Von Kries: the cone signal of a reflectance under some illuminant divided by the same cone signal of the illuminant. BibRef

van Trigt, C.,
Linear models in color constancy theory,
JOSA-A(24), No. 9, September 2007, pp. 2684-2691.
WWW Version. 0801
BibRef

Hardy, J.L.[Joseph L.], Delahunt, P.B.[Peter B.], Okajima, K.[Katsunori], Werner, J.S.[John S.],
Senescence of spatial chromatic contrast sensitivity. I. Detection under conditions controlling for optical factors,
JOSA-A(22), No. 1, January 2005, pp. 49-59.
WWW Version. 0501
BibRef

Delahunt, P.B.[Peter B.], Hardy, J.L.[Joseph L.], Okajima, K.[Katsunori], Werner, J.S.[John S.],
Senescence of spatial chromatic contrast sensitivity. II. Matching under natural viewing conditions,
JOSA-A(22), No. 1, January 2005, pp. 60-67.
WWW Version. 0501
BibRef

van de Weijer, J.[Joost], Gevers, T.[Theo], Bagdanov, A.D.[Andrew D.],
Boosting Color Saliency in Image Feature Detection,
PAMI(28), No. 1, January 2006, pp. 150-156.
IEEE DOI Link 0512
Incorporate color in the saliency computations. BibRef

van de Weijer, J., Gevers, T.,
Boosting Saliency in Color Image Features,
CVPR05(I: 365-372).
IEEE DOI Link 0507
BibRef

Gevers, T., Smeulders, A.W.M.,
Color Constant Ratio Gradients for Image Segmentation and Similarity of Textured Objects,
CVPR01(I:18-25).
IEEE Abstract. 0110
BibRef

Gevers, T., Stokman, H.M.G., van de Weijer, J.,
Colour Constancy from Hyper-Spectral Data,
BMVC00(xx-yy).
PDF Version. 0009
Color Constancy. BibRef

Ebner, M.[Marc],
Evolving color constancy,
PRL(27), No. 11, August 2006, pp. 1220-1229.
WWW Version. 0606
BibRef
Earlier:
Color Constancy Using Local Color Shifts,
ECCV04(Vol III: 276-287).
WWW Version. 0405
BibRef
Earlier:
Combining White-Patch Retinex and the Gray World Assumption to Achieve Color Constancy for Multiple Illuminants,
DAGM03(60-67).
HTML Version. 0310
Genetic programming; Local space average color BibRef

Ebner, M.[Marc],
Color constancy based on local space average color,
MVA(20), No. 5, July 2009, pp. xx-yy.
Springer DOI Link 0906
BibRef
Earlier:
How Does the Brain Arrive at a Color Constant Descriptor?,
BVAI07(84-93).
Springer DOI Link 0710
BibRef

Gooch, A.A., Olsen, S.C., Tumblin, J., and Gooch, B.,
Color2Gray: salience-preserving color removal,
ToG(24), No. 3, 2005, pp. 634-639. BibRef 0500

Stokman, H.M.G.[Harro M.G.], and Gevers, T.[Theo],
Selection and Fusion of Color Models for Image Feature Detection,
PAMI(29), No. 3, March 2007, pp. 371-381.
IEEE DOI Link 0702
BibRef
Earlier:
Selection and Fusion of Color Models for Feature Detection,
CVPR05(I: 560-565).
IEEE DOI Link 0507
Select the best color space for the processing. BibRef

van Gemert, J.C.[Jan C.], Burghouts, G.J.[Gertjan J.], Seinstra, F.J.[Frank J.], Geusebroek, J.M.[Jan-Mark],
Color invariant object recognition using entropic graphs,
IJIST(16), No. 5, 2006, pp. 146-153.
WWW Version. 0704
BibRef

Burghouts, G.J.[Gertjan J.], Geusebroek, J.M.[Jan-Mark],
Performance evaluation of local colour invariants,
CVIU(113), No. 1, January 2009, pp. 48-62.
Elsevier DOI Link
WWW Version. 0812
Local descriptors; Colour; SIFT BibRef

Burghouts, G.J.[Gertjan J.], Geusebroek, J.M.[Jan-Mark],
Material-specific adaptation of color invariant features,
PRL(30), No. 3, 1 February 2009, pp. 306-313.
Elsevier DOI Link
WWW Version. 0804
Image modeling; Color; Codebook representation; Texture; Textons BibRef

van de Weijer, J., Gevers, T., Gijsenij, A.,
Edge-Based Color Constancy,
IP(16), No. 9, September 2007, pp. 2207-2214.
IEEE DOI Link 0709
BibRef

Gijsenij, A.[Arjan], Gevers, T.[Theo], van de Weijer, J.[Joost],
Generalized Gamut Mapping using Image Derivative Structures for Color Constancy,
IJCV(86), No. 2-3, January 2010, pp. xx-yy.
Springer DOI Link 1001
BibRef

Gijsenij, A.[Arjan], Gevers, T.[Theo],
Color Constancy using Natural Image Statistics,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef
And:
Color Constancy using Image Regions,
ICIP07(III: 501-504).
IEEE DOI Link 0709
BibRef

Ebner, M., Tischler, G., Albert, J.,
Integrating Color Constancy Into JPEG2000,
IP(16), No. 11, November 2007, pp. 2697-2706.
IEEE DOI Link 0709
BibRef

Agarwal, V., Abidi, B.R., Koschan, A.F., Abidi, M.A.,
An Overview of Color Constancy Algorithms,
JPRR(1), No. 1, 2006, pp. 42-54.
PDF Version. Survey, Color Constancy. BibRef 0600

Zickler, T.E.[Todd E.], Mallick, S.P.[Satya P.], Kriegman, D.J.[David J.], Belhumeur, P.N.[Peter N.],
Color Subspaces as Photometric Invariants,
IJCV(79), No. 1, August 2008, pp. xx-yy.
Springer DOI Link 0804
BibRef
Earlier: CVPR06(II: 2000-2010).
IEEE DOI Link 0606
BibRef

Chong, H.Y.[Hamilton Y.], Gortler, S.J.[Steven J.], Zickler, T.E.[Todd E.],
The von Kries Hypothesis and a Basis for Color Constancy,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Chakrabarti, A.[Ayan], Hirakawa, K.[Keigo], Zickler, T.E.[Todd E.],
Color constancy beyond bags of pixels,
CVPR08(1-6).
IEEE DOI Link 0806
BibRef

Lu, R.[Rui], Xu, D.[De], Yang, X.B.[Xin-Bin], Li, B.[Bing],
Color Constancy Based on Effective Regions,
IEICE(E91-D), No. 7, July 2008, pp. 2091-2094.
WWW Version. 0807
BibRef

Li, B.[Bing], Xu, D.[De], Wang, J.H.[Jin-Hua], Lu, R.[Rui],
Color Constancy Based on Image Similarity,
IEICE(E91-D), No. 2, February 2008, pp. 375-378.
WWW Version. 0802
BibRef

Wang, N.[Ning], Xu, D.[De], Li, B.[Bing],
Edge-Based Color Constancy via Support Vector Regression,
IEICE(E92-D), No. 11, November 2009, pp. 2279-2282.
WWW Version. 0911
BibRef

Li, B.[Bing], Xu, D.[De], Lee, M.H.[Moon Ho], Feng, S.H.[Song-He],
A Multi-Scale Adaptive Grey World Algorithm,
IEICE(E90-D), No. 7, July 2007, pp. 1121-1124.
WWW Version. 0707
Color Constancy. Grey-World assumption: the average reflectance of surfaces in the world is achromatic. BibRef

Bianco, S.[Simone], Ciocca, G.[Gianluigi], Cusano, C.[Claudio], Schettini, R.[Raimondo],
Improving Color Constancy Using Indoor-Outdoor Image Classification,
IP(17), No. 12, December 2008, pp. 2381-2392.
IEEE DOI Link 0811
BibRef
Earlier:
Classification-Based Color Constancy,
Visual08(xx-yy).
Springer DOI Link 0809
BibRef

Bianco, S.[Simone], Ciocca, G.[Gianluigi], Cusano, C.[Claudio], Schettini, R.[Raimondo],
Automatic color constancy algorithm selection and combination,
PR(43), No. 3, March 2010, pp. 695-705.
Elsevier DOI Link
WWW Version. 1001
Color constancy; Image indexing; Classification; Decision forests BibRef

Bianco, S.[Simone], Ciocca, G.[Gianluigi], Cusano, C.[Claudio],
Color Constancy Algorithm Selection Using CART,
CCIW09(31-40).
Springer DOI Link 0903
BibRef

van de Weijer, J.[Joost], Schmid, C.[Cordelia], Verbeek, J.[Jakob], Larlus, D.,
Learning Color Names for Real-World Applications,
IP(18), No. 7, July 2009, pp. 1512-1523.
IEEE DOI Link 0906
BibRef
Earlier: A1, A2, A3, Only:
Learning Color Names from Real-World Images,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef

van de Weijer, J.[Joost], Schmid, C.[Cordelia],
Applying Color Names to Image Description,
ICIP07(III: 493-496).
IEEE DOI Link 0709
BibRef
Earlier:
Blur Robust and Color Constant Image Description,
ICIP06(993-996). 0610

IEEE DOI Link BibRef

van de Weijer, J.[Joost], Schmid, C.[Cordelia], Verbeek, J.[Jakob],
Using High-Level Visual Information for Color Constancy,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Skaff, S.[Sandra], Arbel, T.[Tal], Clark, J.J.[James J.],
A sequential Bayesian approach to color constancy using non-uniform filters,
CVIU(113), No. 9, September 2009, pp. 993-1004.
Elsevier DOI Link
WWW Version. 0907
BibRef
Earlier:
Active bayesian color constancy with non-uniform sensors,
ICPR02(II: 681-684).
IEEE DOI Link 0211
Color constancy; Bayesian; Sequential: chaining; Posterior; Prior; Filters: binary; Multiple BibRef

Skaff, S., Clark, J.J., Rekleitis, I.,
Estimating Surface Reflectance Spectra for Underwater Color Vision,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Clark, J.J.[James J.], Skaff, S.[Sandra],
A spectral theory of color perception,
JOSA-A(26), No. 12, December 2009, pp. 2488-2502.
WWW Version. 1001
BibRef

Lecca, M.[Michela], Messelodi, S.[Stefano],
Computing von Kries Illuminant Changes by Piecewise Inversion of Cumulative Color Histograms,
ELCVIA(8), No. 2, November 2009, pp. xx-yy.
WWW Version. 1002
BibRef

Ratnasingam, S.[Sivalogeswaran], Collins, S.[Steve],
Study of the photodetector characteristics of a camera for color constancy in natural scenes,
JOSA-A(27), No. 2, February 2010, pp. 286-294.
WWW Version. 1002
BibRef
Earlier:
Optimum Sensors for 'Chromaticity' Constancy in the Pixel,
CIAP09(748-756).
Springer DOI Link 0909
BibRef

Lu, R.[Rui], Gijsenij, A.[Arjan], Gevers, T.[Theo], van de Sande, K.[Koen], Geusebroek, J.M.[Jan-Mark], Xu, D.[De],
Color constancy using stage classification,
ICIP09(685-688).
IEEE DOI Link 0911
BibRef

Chen, S.H.[Shao-Hua], Beghdadi, A.[Azeddine],
Natural Rendering of Color Image based on Retinex,
ICIP09(1813-1816).
IEEE DOI Link 0911
BibRef

Shen, C.T.[Chih-Tsung], Hwang, W.L.[Wen-Liang],
Color image enhancement using retinex with robust envelope,
ICIP09(3141-3144).
IEEE DOI Link 0911
BibRef

Okuno, T.[Takeshi], Nishitani, T.[Takao],
Efficient multi-scale retinex algorithm using multi-rate image processing,
ICIP09(3145-3148).
IEEE DOI Link 0911
BibRef

Lin-yan, C.[Cui], Bin-dang, X.[Xue], Xiao-guang, C.[Cao],
An Improved Retinex Image Enhancement Technique for Dim Target Extraction in Infrared Images,
CISP09(1-5).
IEEE DOI Link 0910
BibRef

Wu, J.[Jing], Wang, Z.[Ziwu], Fang, Z.X.[Zhi-Xia],
Application of Retinex in Color Restoration of Image Enhancement to Night Image,
CISP09(1-4).
IEEE DOI Link 0910
BibRef

Rahtu, E.[Esa], Nikkanen, J.[Jarno], Kannala, J.H.[Ju-Ho], Lepistö, L.[Leena], Heikkilä, J.[Janne],
Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy,
CIAP09(873-882).
Springer DOI Link 0909
BibRef

Cinque, L.[Luigi], Morrone, G.[Gabriele],
Retinex Combined with Total Variation for Image Illumination Normalization,
CIAP09(958-964).
Springer DOI Link 0909
BibRef

Gijsenij, A.[Arjan], Gevers, T.[Theo], van de Weijer, J.[Joost],
Physics-based edge evaluation for improved color constancy,
CVPR09(581-588).
IEEE DOI Link 0906
BibRef

Alvarez, J.M.[Jose M.], Gevers, T.[Theo], Lopez, A.[Antonio],
Learning photometric invariance from diversified color model ensembles,
CVPR09(565-572).
IEEE DOI Link 0906
BibRef

Benoit, A.[Alexandre], Alleysson, D.[David], Herault, J.[Jeanny], Le Callet, P.[Patrick],
Spatio-temporal Tone Mapping Operator Based on a Retina Model,
CCIW09(12-22).
Springer DOI Link 0903
BibRef

Jang, J.H.[Jae Ho], Bae, Y.S.[Yoon-Sung], Ra, J.B.[Jong Beom],
Multi-sensor image fusion using subband decomposed multiscale retinex,
ICIP09(2177-2180).
IEEE DOI Link 0911
BibRef

Jang, J.H.[Jae Ho], Choi, B.[Boorym], Kim, S.D.[Sung Deuk], Ra, J.B.[Jong Beom],
Sub-band decomposed multiscale retinex with space varying gain,
ICIP08(3168-3171).
IEEE DOI Link 0810
BibRef

Cheung, H.K.[Hoi-Kok], Siu, W.C.[Wan-Chi], Feng, D.[Dagan], Wang, Z.Y.[Zhi-Yong],
Windowing technique for the DCT based retinex algorithm to handle videos with brightness variations coded using the H.264,
ICIP08(2860-2863).
IEEE DOI Link 0810
BibRef

Huynh, C.P.[Cong Phuoc], Robles-Kelly, A.[Antonio],
Optimal Solution of the Dichromatic Model for Multispectral Photometric Invariance,
SSPR08(382-391).
Springer DOI Link 0812
BibRef

Gehler, P.V.[Peter Vincent], Rother, C.[Carsten], Blake, A.[Andrew], Minka, T.[Tom], Sharp, T.[Toby],
Bayesian color constancy revisited,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Li, C., Hall, P.M.,
Colour Constancy Based on Model Selection,
BMVC07(xx-yy).
PDF Version. 0709
BibRef

Yuan, X.T.[Xiao-Tong], Li, S.Z.[Stan Z.], He, R.[Ran],
Color Constancy Via Convex Kernel Optimization,
ACCV07(I: 728-737).
Springer DOI Link 0711
BibRef

Chung, Y.C.[Yun-Chung], Chang, S.L.[Shyang-Lih], Cherng, S.[Shen], Chen, S.W.[Sei-Wang],
The Invariance Properties of Chromatic Characteristics,
PSIVT06(128-137).
Springer DOI Link 0612
BibRef

Bennett, M.[Mike], Quigley, A.[Aaron],
A Method for the Automatic Analysis of Colour Category Pixel Shifts During Dichromatic Vision,
ISVC06(II: 457-466).
Springer DOI Link 0611
BibRef

Takahashi, H., Saito, T., Komatsu, T.,
Variational Retinex Algorithm with its Application to a High-Quality Chroma Key,
ICIP06(977-980). 0610

IEEE DOI Link BibRef

Kela, N.[Nikunj], Rattani, A.[Ajita], Gupta, P.[Phalguni],
Illumination Invariant Elastic Bunch Graph Matching for Efficient Face Recognition,
Biometrics06(42).
IEEE DOI Link 0609
Applies retinex and color constancy. BibRef

Abdel-Hakim, A.E.[Alaa E.], Farag, A.A.[Aly A.],
CSIFT: A SIFT Descriptor with Color Invariant Characteristics,
CVPR06(II: 1978-1983).
IEEE DOI Link 0606
BibRef

Vergés-Llahí, J.[Jaume], Sanfeliu, A.[Alberto],
A New Color Constancy Algorithm Based on the Histogram of Feasible Mappings,
ICIAR05(720-728).
Springer DOI Link 0509
BibRef

Renno, J.P., Makris, D., Ellis, T., Jones, G.A.,
Application and Evaluation of Colour Constancy in Visual Surveillance,
PETS05(301-308).
IEEE DOI Link 0602
BibRef

Yoon, K.J.[Kuk-Jin], Choi, Y.J.[Yoo Jin], Kweon, I.S.[In-So],
Dichromatic-Based Color Constancy Using Dichromatic Slope and Dichromatic Line Space,
ICIP05(III: 960-963).
IEEE DOI Link 0512
BibRef

Tous, F.[Francesc], Vanrell, M.[María], Baldrich, R.[Ramón],
Relaxed Grey-World: Computational Colour Constancy by Surface Matching,
IbPRIA05(I:192).
Springer DOI Link 0509
BibRef

Elad, M.[Michael],
Retinex by Two Bilateral Filters,
ScaleSpace05(217-229).
WWW Version. 0505
BibRef

Wang, H.T.[Hai-Tao], Li, S.Z., Wang, Y.S.[Yang-Sheng],
Generalized quotient image,
CVPR04(II: 498-505).
IEEE Abstract. 0408
Face Recognition. Unifed framework for face recognition. QI. Spherical Harmonic, Image Ratio, and Retinex. BibRef

Sridharan, M., Stone, P.,
Autonomous Planned Color Learning on a Mobile Robot Without Labeled Data,
ICARCV06(1-6).
IEEE DOI Link 0612
BibRef
Earlier:
Towards on-board color constancy on mobile robots,
CRV04(130-137).
IEEE Abstract. 0408
BibRef

Horiuchi, T.,
Estimation of color for gray-level image by probabilistic relaxation,
ICPR02(III: 867-870).
IEEE DOI Link 0211
BibRef

Mindru, F.[Florica], Moons, T.[Theo], Van Gool, L.J.[Luc J.],
Comparing Intensity Transformations and Their Invariants in the Context of Color Pattern Recognition,
ECCV02(IV: 448 ff.).
HTML Version. 0205
BibRef
Earlier:
Recognizing Color Patterns Irrespective of Viewpoint and Illumination,
CVPR99(I: 368-373).
IEEE Abstract.
WWW Version. BibRef

Berwick, D.[Daniel], Lee, S.W.[Sang Wook],
Increasing the Discrimination Power of Spectral Spatial Gradients,
CVPR01(II:337-342).
IEEE Abstract. 0110
For color recognition with illumination variations. BibRef

Tsin, Y., Collins, R.T., Ramesh, V., Kanade, T.,
Bayesian Color Constancy for Outdoor Object Recognition,
CVPR01(I:1132-1139).
IEEE Abstract. 0110
BibRef

Miller, E.G.[Erik G.], Tieu, K.[Kinh],
Color Eigenflows: Statistical Modeling of Joint Color Changes,
ICCV01(I: 607-614).
IEEE DOI Link 0106
Model color changes due to lighting. BibRef

Rosenberg, C.[Charles], Hebert, M.[Martial], Thrun, S.[Sebastian],
Color Constancy Using KL-Divergence,
ICCV01(I: 239-246).
IEEE DOI Link 0106
BibRef

Li, S.Z.[Stan Z.], Yan, J.[Jie], Hou, X.W.[Xin-Wen], Li, Z.Y.[Ze-Yu], Zhang, H.J.[Hong-Jiang],
Learning Low Dimensional Invariant Signature of 3-D Object under Varying View and Illumination from 2-D Appearances,
ICCV01(I: 635-640).
IEEE DOI Link 0106
BibRef

Korhonen, M.[Mika], Heikkilä, J.[Janne], Silvén, O.[Olli],
Intensity Independent Color Models and Visual Tracking,
ICPR00(Vol III: 600-604).
IEEE DOI Link
HTML Version. 0009
BibRef

Clark, J.J., O'Regan, J.K.,
A Temporal-difference Model of Perceptual Stability in Color Vision,
ICPR00(Vol II: 503-506).
IEEE DOI Link
HTML Version. 0009
BibRef

Sánchez, J.M.[Juan M.], Binefa, X.[Xavier],
Improving Visual Recognition Using Color Normalization in Digital Video Applications,
ICME00(TP11). 0007
BibRef

Wu, Y.[Ying], Huang, T.,
Color Tracking by Transductive Learning,
CVPR00(I: 133-138).
IEEE Abstract.
WWW Version. 0005
BibRef

Angelopoulou, E.,
Objective Colour from Multispectral Imaging,
ECCV00(I: 359-374).
WWW Version. 0003
BibRef

Angelopoulou, E., Lee, S., Bajcsy, R.,
Spectral Gradient: A Material Descriptor Invariant to Geometry and Incident Illumination,
ICCV99(861-867).
IEEE DOI Link BibRef 9900

Moriwaki, K., Nakatani, K.,
Illumination Invariant Detection of Multicolored Object Using Sampled Spectrum Image,
SCIA99(Industrial Applications). BibRef 9900

Tsukada, M.[Masato], Tajima, J.[Johji],
Color Matching Algorithm Based on Computational 'Color Constancy' Theory,
ICIP99(III:60-64).
IEEE Abstract. BibRef 9900

Abrardo, A.[Andrea], Alparone, L.[Luciano], Cappellini, V.[Vito], Prosperi, A.[Andrea],
Color Constancy from Multispectral Images,
ICIP99(III:570-574).
IEEE Abstract. BibRef 9900

Forsyth, D.A.,
Sampling, Resampling and Colour Constancy,
CVPR99(I: 300-305).
IEEE Abstract.
WWW Version. BibRef 9900

Fisher, R.B., and Gionis, A.P.,
Surface Reflectance Recovery under Point Light Illumination,
BMVC96(Poster Session 1). 9608
BibRef
And: DAINo. 820, July 1996. BibRef EdinburghUniversity of Edinburgh. Color recovery given 3-D geometry. BibRef

Buluswar, S.D.[Shashi D.], Draper, B.A.[Bruce A.], Riseman, E.M., and Hanson, A.R.,
Trichromatic Model of Daylight Variation,
COINSTR 95-12, February 1995. BibRef 9502

Buluswar, S.D.[Shashi D.],
Learning Object Color under Varying Outdoor Illumination,
COINSTR 95-14, February 1995. BibRef 9502

Buluswar, S.D.[Shashi D.], and Draper, B.A.[Bruce A.],
Color Recognition in Outdoor Images,
ICCV98(171-177).
IEEE DOI Link BibRef 9800

Buluswar, S.D., Draper, B.A.,
Color Recognition by Learning: ATR in Color Images,
BMVC97(xx-yy).
HTML Version. 0209
BibRef

Wiemker, R.[Rafael],
The Color Constancy Problem: An illumination invariant mapping approach,
CAIP95(950-955).
Springer DOI Link 9509
BibRef

Hwang, P.W., Chen, Y.S., Cheng, F.H., and Hsu, W.H.,
Color Recovery from Biased Illumination: Color Constancy,
CVPR93(631-632).
IEEE Abstract. BibRef 9300

Ohta, Y., Hayashi, Y.,
Recovery of Illuminant and Surface Colors from Images Based on the CIE Daylight,
ECCV94(B:234-246).
Springer DOI Link BibRef 9400

Tsukada, M., and Ohta, Y.,
An Approach to Color Constancy Using Multiple Images,
ICCV90(385-389).
IEEE DOI Link BibRef 9000

Kim, S.K.[Sang-Kyun], Fleck, M.M.[Margaret M.], and Forsyth, D.A.[David A.],
Reliable Color Labelling,
Univ. IowaCS TR 94-11, 1994. BibRef 9400

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Color Constancy, Recognition, Simon Fraser Univ. (Funt and Finlayson) Papers .