4.11.5.2 Color Constancy, Recognition, Simon Fraser Univ. (Funt and Finlayson) Papers

Chapter Contents (Back)
Color Constancy.
See also Retinex.

Ho, J., Funt, B.V.[Brian V.], Drew, M.S.[Mark S.],
Separating a Color Signal into Illumination and Surface Reflectance Components: Theory and Applications,
PAMI(12), No. 10, October 1990, pp. 966-977.
IEEE DOI Determine color constancy information given more information from the optical system. BibRef 9010

Funt, B.V.[Brian V.], Ho, J., Drew, M.S.[Mark S.],
Method and Apparatus for Determining Ambient Light and Surface Reflectance,
US_Patent4,992,963, February 12, 1991.
WWW Link. BibRef 9102

Drew, M.S.[Mark S.], Funt, B.V.[Brian V.],
Natural Metamers,
CVGIP(56), No. 2, September 1992, pp. 139-151.
Elsevier DOI How to generate the color spectrum from only the RGB values. BibRef 9209

Funt, B.V., Drew, M.S., and Ho, J.,
Color Constancy from Mutual Reflection,
IJCV(6), No. 1, April 1991, pp. 5-24.
Springer DOI BibRef 9104

Barnard, K.[Kobus], Finlayson, G.D.[Graham D.], Funt, B.V.[Brian V.],
Color Constancy for Scenes with Varying Illumination,
CVIU(65), No. 2, February 1997, pp. 311-321.
DOI Link 9704
BibRef
Earlier: using Colour in the title: ECCV96(II:1-15).
Springer DOI BibRef
Earlier: A2, A3, A1:
Color Constancy Under Varying Illumination,
ICCV95(720-725).
IEEE DOI BibRef

Barnard, K.,
Practical Color Constancy,
Ph.D.Dissertation, CS, Simon Fraser Univ., Burnaby, BC, Canada, 1999.
HTML Version. BibRef 9900

Barnard, K.,
Computational Color Constancy: Taking Theory into Practice,
MastersThesis, 1995, BibRef 9500 Simon Fraser Univ. BibRef

Funt, B.V., Barnard, K., Martin, L.,
Is machine colour constancy good enough?,
ECCV98(I: 445).
Springer DOI BibRef 9800

Finlayson, G.D.,
Color in Perspective,
PAMI(18), No. 10, October 1996, pp. 1034-1038.
IEEE DOI 9611
BibRef
And: Simon Fraser Univ.CSS/LCCR TR 95, 1995. BibRef

Funt, B.V., and Drew, M.S.,
Color Space Analysis of Mutual Illumination,
PAMI(15), No. 12, December 1993, pp. 1319-1326.
IEEE DOI BibRef 9312

Drew, M.S., and Funt, B.V.,
Calculating Surface Reflectance Using a Single-Bounce Model of Mutual Reflection,
ICCV90(394-399).
IEEE DOI BibRef 9000

Funt, B.V.[Brian V.], and Ho, J.,
Color from Black and White,
IJCV(3), No. 2, June 1989, pp. 109-118.
Springer DOI BibRef 8906
And: ICCV88(2-8).
IEEE DOI Award, Marr Prize. Color constancy by using the chromatic aberration. Nice theory, but is it real. BibRef

Drew, M.S.,
Optimization Approach to Dichromatic Images,
JMIV(3), 1993, pp. 187-203.
PS File. BibRef 9300

Finlayson, G.D., Drew, M.S., and Funt, B.V.,
Color Constancy: Generalized Diagonal Transforms Suffice,
JOSA-A(11), No. 11, November 1994, pp. 3011-3019. BibRef 9411
Earlier:
Diagonal Transforms Suffice for Color Constancy,
ICCV93(164-171).
IEEE DOI BibRef

Finlayson, G.D., Drew, M.S., and Funt, B.V.,
Spectral Sharpening: Sensor Transformations for Improved Color Constancy,
JOSA-A(11), No. 5, May 1994, pp. 1553-1563. BibRef 9405

Drew, M.S.[Mark S.], Wei, J.[Jie], and Li, Z.N.[Ze-Nian],
On Illumination Invariance in Color Object Recognition,
PR(31), No. 8, August 1998, pp. 1077-1087.
Elsevier DOI 9807
BibRef
And: Simon Fraser Univ.SFU-CMPT TR 97-07, 1997.
PS File. BibRef

Drew, M.S.[Mark S.], Wei, J.[Jie], and Li, Z.N.[Ze-Nian],
Illumination-Invariant Color Object Recognition via Compressed Chromaticity Histograms of Color-Channel-Normalized Images,
ICCV98(533-540).
IEEE DOI BibRef 9800
And:
Illumination-Invariant Color Object Recognition via Compressed Chromaticity Histograms of Normalized Images,
Simon Fraser Univ.SFU-CMPT TR 97-09, May 1997.
PS File. BibRef

Finlayson, G.D.[Graham D.], Hordley, S.D.[Steven D.],
Selection for Gamut Mapping Colour Constancy,
IVC(17), No. 8, June 1999, pp. 597-604.
Elsevier DOI BibRef 9906
Earlier: BMVC97(xx-yy).
HTML Version. 0209
BibRef

Finlayson, G.D.[Graham D.], Hordley, S.D.[Steven D.],
Improving Gamut Mapping Color Constancy,
IP(9), No. 10, October 2000, pp. 1774-1783.
IEEE DOI 0010
BibRef
Earlier:
A Theory of Selection for Gamut Mapping Color Constancy,
CVPR98(60-65).
IEEE DOI BibRef

Finlayson, G.D.[Graham D.], Schaefer, G.[Gerald],
Solving for Colour Constancy using a Constrained Dichromatic Reflection Model,
IJCV(42), No. 3, May-June 2001, pp. 127-144.
DOI Link 0108
BibRef

Finlayson, G.D., Schaefer, G.,
Convex and Non-convex Illuminant Constraints for Dichromatic Colour Constancy,
CVPR01(I:598-604).
IEEE DOI 0110
BibRef
Earlier:
Constrained Dichromatic Colour Constancy,
ECCV00(I: 342-358).
Springer DOI 0003
BibRef

Finlayson, G.D., Schaefer, G.,
Hue that is invariant to brightness and gamma,
BMVC01(Session 3: Colour & Systems).
HTML Version. University of East Anglia 0110
BibRef

Schaefer, G.[Gerald],
Robust Dichromatic Colour Constancy,
ICIAR04(II: 257-264).
Springer DOI 0409
BibRef

Finlayson, G.D.[Graham D.], Hordley, S.D.[Steven D.],
Color constancy at a pixel,
JOSA-A(18), No. 2, February 2001, pp. 253-264. The one-dimensional color constancy problem. They show that there exists a single invariant color coordinate, a function of R, G, and B, that depends only on surface reflectance. Thus they turn the color image into a constant gray-level image that does not depend on illumination. 0102
BibRef

Finlayson, G.D., Hordley, S.D., Marchant, J.A., Onyango, C.M.,
Colour Invariance at a Pixel,
BMVC00(xx-yy).
PDF File. 0009
BibRef

Finlayson, G.D.[Graham D.], Hordley, S.D.[Steven D.], Hubel, P.M.[Paul M.],
Color by Correlation: A Simple, Unifying Framework for Color Constancy,
PAMI(23), No. 11, November 2001, pp. 1209-1221.
IEEE DOI 0112
BibRef
And:
Colour by Correlation: A Simple, Unifying Approach to Colour Constancy,
ICCV99(835-842).
IEEE DOI How to recover the illumination given the scene. Recover the likelihood that each of a set of illuminants is possible. BibRef

Finlayson, G.D.,
Computational Colour Constancy,
ICPR00(Vol I: 191-196).
IEEE DOI 0009
BibRef

Finlayson, G.D.[Graham D.],
Color Constancy In Diagonal Chromaticity Space,
ICCV95(218-223).
IEEE DOI BibRef 9500

Finlayson, G.D.[Graham D.], Xu, R.X.[Rui-Xia],
Illuminant and gamma comprehensive normalisation in logRGB space,
PRL(24), No. 11, July 2003, pp. 1679-1690.
Elsevier DOI 0304
BibRef

Finlayson, G.D.[Graham D.], Hordley, S.[Steven], Schaefer, G.[Gerald], Tian, G.Y.[Gui Yun],
Illuminant and device invariant colour using histogram equalisation,
PR(38), No. 2, February 2005, pp. 179-190.
Elsevier DOI 0411
BibRef

Barnard, K.[Kobus], Ciurea, F.[Florian], Funt, B.V.[Brian V.],
Sensor sharpening for computational color constancy,
JOSA-A(18), No. 11, November 2001, pp. 2728-2743.
WWW Link. 0201
BibRef

Barnard, K., Cardei, V., Funt, B.V.,
A Comparison of Computational Color Constancy Algorithms-Part I: Methodology and Experiments with Synthesized Data,
IP(11), No. 9, September 2002, pp. 972-984.
IEEE DOI 0210
BibRef

Barnard, K., Martin, L., Coath, A., Funt, B.V.,
A Comparison of Computational Color Constancy Algorithms-Part II: Experiments with Image Data,
IP(11), No. 9, September 2002, pp. 985-996.
IEEE DOI 0210
The Gamut program is available:
WWW Link. Code for the algorithms is available:
WWW Link. The algorithms studied include two gray world methods. A version of the Retinex method (
See also Lightness and Retinex Theory. ). Forsyth s gamut-mapping method (
See also Novel Algorithm for Color Constancy, A. ). Cardei neural net method (
See also Method of Estimating Chromaticity of Illumination Using Neural Networks. ). Finlayson Color by Correlation method (
See also Color by Correlation: A Simple, Unifying Framework for Color Constancy. ). 3-D Gamut matching gave the best results. (
See also Practical Color Constancy. ) BibRef

Cardei, V.C.[Vlad C.], Funt, B.V.[Brian V.], Barnard, K.[Kobus],
Estimating the scene illumination chromaticity by using a neural network,
JOSA-A(19), No. 12, December 2002, pp. 2374-2386.
WWW Link. 0304
BibRef

Funt, B.V., Cardei, V.C., and Barnard, K.,
Method of Estimating Chromaticity of Illumination Using Neural Networks,
US_Patent5,907,629, 1999.
WWW Link. BibRef 9900

Barnard, K.[Kobus], Martin, L.[Lindsay], Funt, B.V.[Brian V.], and Coath, A.[Adam],
A Data Set for Colour Research,
ColorRes(27), No 3, 2002, pp. 147-151.
HTML Version. Dataset, Color Constancy.
HTML Version. BibRef 0200

Xiong, W.H.[Wei-Hua], Funt, B.V.[Brian V.],
Stereo Retinex,
IVC(27), No. 1-2, January 2009, pp. 178-188.
Elsevier DOI 0811
BibRef
Earlier: CRV06(15-15).
IEEE DOI 0607
Extend to 3D spatial information from stereo image. BibRef

Finlayson, G.D., Connah, D., Drew, M.S.,
Lookup-Table-Based Gradient Field Reconstruction,
IP(20), No. 10, October 2011, pp. 2827-2836.
IEEE DOI 1110
Process in gradient domain, reintegrate to image domain. For shadow removal, lightness calculation, and data fusion. BibRef

Finlayson, G.D.[Graham D.], Mackiewicz, M.[Michal], Hurlbert, A.[Anya], Pearce, B.[Bradley], Crichton, S.[Stuart],
On calculating metamer sets for spectrally tunable LED illuminators,
JOSA-A(31), No. 7, July 2014, pp. 1577-1587.
DOI Link 1407
Light-emitting diodes, Color, rendering and metamerism BibRef

Mirzaei, H.[Hamidreza], Funt, B.V.[Brian V.],
Object-color-signal prediction using wraparound Gaussian metamers,
JOSA-A(31), No. 7, July 2014, pp. 1680-1687.
DOI Link 1407
Color, Color, rendering and metamerism BibRef

Zhang, X., Funt, B.V.[Brian V.], Mirzaei, H.[Hamidreza],
Metamer Mismatching and Its Consequences for Predicting How Colours are Affected by the Illuminant,
CVPV15(34-40)
IEEE DOI 1602
Cameras;Color;ISO Standards;Image color analysis;Reflectivity;Training BibRef


Lynch, S.E., Drew, M.S., Finlayson, G.D.,
Colour Constancy from Both Sides of the Shadow Edge,
CVPV13(899-906)
IEEE DOI 1403
edge detection BibRef

Finlayson, G.D.[Graham D.],
Corrected-Moment Illuminant Estimation,
ICCV13(1904-1911)
IEEE DOI 1403
Color, Color Constancy, Illuminant Estimation, Statistical Moments BibRef

Finlayson, G.D.[Graham D.], Fredembach, C.[Clement], Drew, M.S.[Mark S.],
Detecting Illumination in Images,
ICCV07(1-8).
IEEE DOI 0710
BibRef

Joze, H.R.V.[Hamid Reza Vaezi], Drew, M.S.[Mark S.],
Exemplar-Based Color Constancy and Multiple Illumination,
PAMI(36), No. 5, May 2014, pp. 860-873.
IEEE DOI 1405
BibRef
Earlier:
Exemplar-Based Colour Constancy,
BMVC12(26).
DOI Link 1301
BibRef
And:
White Patch Gamut Mapping Colour Constancy,
ICIP12(801-804).
IEEE DOI 1302
Estimation BibRef

Joze, H.R.V.[Hamid Reza Vaezi], Drew, M.S.[Mark S.],
Improved machine learning for image category recognition by local color constancy,
ICIP10(3881-3884).
IEEE DOI 1009
BibRef

Finlayson, G.D.[Graham D.], Rey, P.A.T.[Perla A. Troncoso], Trezzi, E.[Elisabetta],
General p-constrained approach for colour constancy,
Color11(790-797).
IEEE DOI 1201
BibRef

Finlayson, G.D., Hordley, S.D., Xu, R.,
Convex Programming Colour Constancy with a Diagonal-Offset Model,
ICIP05(III: 948-951).
IEEE DOI 0512

See also On the Removal of Shadows from Images. BibRef

Schaefer, G.[Gerald], Hordley, S.D.[Steven D.], Finlayson, G.D.[Graham D.],
A Combined Physical and Statistical Approach to Colour Constancy,
CVPR05(I: 148-153).
IEEE DOI 0507
BibRef

Finlayson, G.D., Hordley, S.D., Morovic, P.,
Colour Constancy Using the Chromagenic Constraint,
CVPR05(I: 1079-1086).
IEEE DOI 0507
BibRef

Hordley, S.D.[Steven D.], Finlayson, G.D.[Graham D.],
Reevaluation of color constancy algorithm performance,
JOSA-A(23), No. 5, May 2006, pp. 1008-1020.
WWW Link. 0610
BibRef
Earlier:
Re-evaluating colour constancy algorithms,
ICPR04(I: 76-79).
IEEE DOI 0409
BibRef

Cardei, V.,
A Neural Network Approach to Color Constancy,
Ph.D.Thesis, 2000. Simon Fraser Univ., Burnaby, BC, Canada.
PDF File. BibRef 0001

Barnard, K., Martin, L., Funt, B.V.,
Colour by Correlation in a Three-Dimensional Colour Space,
ECCV00(I: 375-389).
Springer DOI 0003
BibRef

Barnard, K.,
Improvements to Gamut Mapping Colour Constancy Algorithms,
ECCV00(I: 390-403).
Springer DOI 0003
BibRef

Funt, B.V., Brockington, M., and Tong, F.,
Conformal Transplantation of Lightness to Varying Resolution Sensors,
CVPR93(563-569).
IEEE DOI BibRef 9300

Funt, B.V., Drew, M.S., and Ho, J.,
Obtaining Colour Signal Spectra for Colour Constancy,
CSCSI90(261-266). BibRef 9000

Funt, B.V., Drew, M.S.,
Color Constancy Computation in Near-Mondrian Scenes Using a Finite Dimensional Linear Model,
CVPR88(544-549).
IEEE DOI BibRef 8800

Funt, B.V.[Brian V.],
Color Constancy in Digital Imagery,
ICIP99(III:55-59).
IEEE DOI BibRef 9900

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Color Constancy, Recognition, Healey Papers .


Last update:Mar 16, 2024 at 20:36:19