f


Office
TASC-1 8025

Office Phone
778-782-3126

Email
funt [at] sfu [dot] ca

 Brian Funt




B.Sc. University of British Columbia, 1971
M.Sc. University of British Columbia, 1973
Ph.D. University of British Columbia, 1976
(Ph.D. Supervisor, Dr. Raymond Reiter)



 R E S E A R C H   I N T E R E S T S 

 I am interested in colour perception. My approach to understanding colour is to view colour perception as a computational process.  As such, the models of colour perception developed in my laboratory are formulated as algorithms that can be tested both in terms of whether or not they simply provide the expected results, and secondly in terms of whether they operate in a way that is congruent with what is known about human colour perception from the psychophysical experiments conducted by psychologists. The results of my research find application in the digital camera industry, the digital printing industry, the digital display industry, the textile industry, the lighting industry, and in the scientific use of colour (e.g., in medical applications).

Program Co-Chair AIC 2011  (Asssociation Internationale de la Couleur/International Colour Association)

Board Member, Colour Research Society of Canada

Canadian Representative, International Committee for Imaging Science

  Google Scholar Listing




 C U R R E N T   G R A D   S T U D E N T S 

Charles Poynton (Ph.D.)
Pouya Bastani (Ph.D) 
Razieh Roshan (M.Sc.)

 G R A D U A T E D   S T U D E N T S

Hamid Mirzaei (Ph.D.)
Farnaz Agahian (M.Sc.) 
Milan Mosny (Ph.D.)
Lilong Shi (Ph.D.)
Hamid Mirzaei (M.Sc.)
Nima Bastani (M.Sc.)
Behnam Bastani (Ph.D.)
Wallace Xiong (Ph.D.
Florian Ciurea (Ph.D.)
Bill Cressman (M.Sc.)
Roozbeh Ghaffri (M.Sc.)
Vlad Cardei (Ph.D.)
Graham Finlayson (M.Sc. & Ph.D.)
Louis Brassard (Ph.D.)
Kobus Barnard (M.Sc. & Ph.D.)
Pamela Gurski (M.Sc.)
Shubo Chatterjee (M.Sc.)
Paul Pelicano (M.Sc.)
Frank Tong (M.Sc.)
Janet Dueck (M.Sc.)
Thomas Strohotte (M.Sc.)
Arthur Lo (M.Sc.)
Brigitte Dorner (M.Sc.)
Dejan Kulpinski (M.Sc.)
Ian Harder (M.Sc.)
Ed Bryant (M.Sc.)
Robert Laughlin (M.Sc.)




 TEACHING


Spring 2015  CMPT 412 Computational Vision (Spring 2014 Course Evaluations; Spring 2013 Course Evaluations)

Spring 2015 CMPT 102 Computer Science for Science Students (Spring 2014 Course Evaluations;  Spring 2013 Course Evaluations)

Fall 2014 CMPT 822 Computational Colour Vision (Fall 2014 Course EvaluationsFall 2013 Course EvaluationsFall 2012 Course Evaluations)





 C U R R E N T   F U N D I N G 

Natural Science and Engineering Research Council, Discovery Grant




 P A T E N T S 

B. V. Funt, J. Ho, and M. S. Drew. Method and apparatus for determining ambient light and surface reflectance. U.S. Patent 4,992,963

L. Grenier, B. V. Funt, and R. Orth. A method and apparatus for breast imaging for the medical diagnosis of breast lesions. U.S. Patent 5,079,698.

Funt, B., Cardei, V. and Barnard, K. "Method of Estimating Chromaticity of Illumination Using Neural Networks," US Patent 5,907,629. May 25, 1999.



  P U B L I C A T I O N S   (For reprints of those without hyperlinks please write to funt@sfu.ca)

Funt, B., Hull, B. and Zhang, X., "Evaluation of the IES Method for Evaluating Light Source Color Rendition in terms of Metamer Mismatching," Proc. CIC’24 Twenty Fourth IS&T Color Imaging Conference, Nov. 2016 (in press).

Zhang, X., Funt, B. and Mirzaei, H., "Metamer Mismatching in Practice versus Theory," Journal of the Optical Society of America A, Vol. 33, No. 3, pp. A238-A247, March 2016.

Li, B., Xiong, W., Hu, W, Funt, B. and Xing, J., "Multi-Cue Illumination Estimation via a Tree-Structured Group Joint Sparse Representation",  International Journal of Computer Vision, (Published on-line: DOI 10.1007/s11263-015-0844-7, July 2015)  Vol. 117, No. 1, pp 21–47. March 2016.

Zhang, X., Funt, B. and Mirzaei, H., "Metamer Mismatching and its Consequences for Predicting How Colours are Affected by the Illuminant," ICCV 2015 Workshop on Color and Photometry in Computer Vision,  Dec. 2015.

Logvinenko, A.D., Funt, B., Mirzaei, H. and Tokunaga, R., "Rethinking Colour Constancy,"  PLOS ONE DOI: 10.1371/journal.pone.0135029, Sept. 10, 2015.

Mirzaei, H. and Funt. B., "Gaussian-Based Hue Descriptors," IEEE Pattern Analysis and Machine Intelligence, Vol. 37, No. 12, pp. 24441-2450, DOI 10.1109/TPAMI.2015.2420560. 2015.

Logvinenko, A.D, Funt, B., and Godau, C. "How Metamer Mismatching Decreases as the number of Colour Mechanisms Increases with Implications for Colour and Lightness Constancy,"  Vision Research,  Volume 113, Part A, pp. 65-70, August 2015. (preprint available on ResearchGate)

Mirzaei, H., and Funt, B., " Robust Chroma and Lightness Descriptors," Proc. CIC'23 Twenty-Third IS&T Color Imaging Conference, Darmstadt, Oct. 2015.

Hull, B. and Funt, B., "Comparing Colour Camera Sensors Using Metamer Mismatch Indices,"  Proc. AIC 2015  International Colour Association Conference,  Tokyo May 2015.

Mirzaei, H., and Funt, B., "Metamer Mismatching as a Measure of the Color Rendering of Lights,"  Proc. AIC 2015  International Colour Association Conference,  Tokyo May 2015.

Xu, L., and Funt, B., "How Multi-Illuminant Scenes Affect Illumination Estimation Performance,"  Proc. AIC 2015  International Colour Association Conference,  Tokyo May 2015

Agahian, F. and Funt. B., "Spectral Compression using Subspace Clustering," Color Research and Application, (Article first published online:  DOI: 10.1002/col.21942, Jan. 27, 2015.

Funt, B. and Bastani, P., "Irradiance-Independent Camera Color Calibration," Color Research and Application, Vol. 39, No. 6, pp. 540–548, Dec. 2014.

Funt. B., Mirzaei, H. and Logvinenko, A., "Metamer Mismatch Volumes of Flat Grey," 

Mirzaei, H. and Funt. B., "Gaussian Illuminants and Reflectances for Colour Signal Prediction," Proc. CIC’22 Twenty Second IS&T Color Imaging Conference, Nov. 2014.

Agahian, F. and Funt. B., "Subspace-Clustering-based Multispectral Image Compression," Proc. CIC’22 Twenty Second IS&T Color Imaging Conference, Nov. 2014.

Mirzaei, H. and Funt. B., " Object Colour Signal Prediction using Wraparound Gaussian Metamers," Journal of the Optical Society of America A, Vol. 31, No. 7. pp.1680-1687, July 2014. (Available on request to funt@sfu.ca)

Agahian, F. and Funt. B., "Outlier Modeling for Spectral Data Reduction," Journal of the Optical Society of America A, Vol. 31, No. 7. pp.  1445-1452, July 2014.  (Available on request to funt@sfu.ca)

Logvinenko, A.D., Funt, B., and Godau, C., "Metamer Mismatching," IEEE Trans. on Image Processing, DOI: 10.1109/TIP.2013.2283148, Sept. 2013  and Vol. 23, No. 1, pp. 34-43, Jan. 2014.

Li, B., Xiong, W, Hu, W.,  and Funt, B., "Evaluating Combinational Illlumination Estimation Methods on Real-World Images," IEEE Trans. on Image Processing, Vol. 23, No. 3, pp. 1194-1209, Mar. 2014. (Preprint Version)

Funt, B. and Bastani, P., "Irradiance-Independent Camera Color Calibration," Color Research and Application, Vol. 39, No.6, pp. 540-548, Dec. 2014.

Poynton, C. and Funt, B., "Perceptual Uniformity in Digital Image Representation and Display," Color Research and Application, Vol. 39, No. 1, pp. 6-15, Feb. 2014.. (Available on request to funt@sfu.ca)

Bastani, P., and Funt. B., "Simplifying irradiance independent color calibration,"  Proc. Color Imaging XIX: Displaying,      Processing, Hardcopy, and Applications,  IS&T/SPIE Electronic Imaging, Feb. 2014.

Agahian, F., Funt. B., and Amirshahi, S.H., "Spectral compression: weighted principal component analysis versus weighted least squares," Proc. Human Vision and Electronic Imaging XIX,  IS&T/SPIE Electronic Imaging, Feb. 2014.

Mirzaei, H. and Funt, B., “A Robust Hue Descriptor,” Proc. CIC’21 Twenty-first IS&T Color Imaging Conference, Albuquerque, Nov. 2013.

Shi, L. and Funt, B., “Rank-Based Illumination Estimation,” Proc. CIC’21 Twenty-first IS&T Color Imaging Conference, Albuquerque, Nov. 2013.

Logvinenko, A.D., Funt, B., and Mirzaei, H., "The Extent of Metamer Mismatching", Proc. AIC 2013 (International Colour Association) Conference, Vol. 2, pp. 507–510, Newcastle, July 2013.

Mirzaei, H. and Funt, B., "Hue Correlate Stability using a Gaussian versus Rectangular Object Colour Atlas,"  Proc. AIC 2013 (International Colour Association) Conference, Vol. 3, pp. 1133-1136. Newcastle, July 2013.

Logvinenko, A.D., Bastani, P., and  Funt, B., "The Dichromatic Object Colour Solid,"  Proc. AIC 2013 (International Colour Association) Conference, Vol. 1, pp. 283-286, Newcastle, July 2013..

Funt, B., and Mosny, M., "Removing Outliers in Illumination Estimation," Proc. CIC’20 Twentieth IS&T Color Imaging Conference, Los Angeles, Nov. 2012.

Mosny, M., and Funt, B., "Reducing Worst-Case Illumination Estimates for Better Automatic White Balance," Proc. CIC’20 Twentieth IS&T Color Imaging Conference, Los Angeles, Nov. 2012.

Funt, B. and Bastani, P., "Intensity Independent RGB-to-XYZ Colour Camera Calibration," Proc. AIC 2012 (International Colour Association) Conference, Taipei, Sept. 2012.

Funt, B., and Mosny, M., "Color Fidelity Evaluation using Fruit and Paper Colors," Journal of Imaging Science and Technology, 56(2): 020401-1–020401-6, 2012. (available on request to funt@sfu.ca)

Godau, C., and Funt, B., "The Logvinenko Object Color Atlas in Practice,"  Color Research and Application, Vol. 37, Issue 2, pp. 117-125, April 2012.  (available on request to funt@sfu.ca)

Agahian, F., Funt, B., and Amirshahi, S.H., "Representing outliers for improved multi-spectral data reduction," Proc. CGIV2012 IS&T Sixth European Conf. on Colour in Graphics, Imaging and Vision, Amsterdam, May 2012.

Logvinenko, A., Funt, B., and Godau, C., "Metamer Mismatch Volumes," Proc. CGIV2012 IS&T Sixth European Conf. on Colour in Graphics, Imaging and Vision, Amsterdam, May 2012 (Winner of Best Paper Award CGIV2012) Download/Watch Talk Video. Download talk slides.

Muselet, D., and Funt, B., "Color invariants for object recognition," in Advanced color image processing, Ed: Christine Fernandez-Maloigne, pp. 325-374. Springer, NY, July 2012. (For a preprint of this chapter send request to funt@sfu.ca)

Funt, B., and Shi, L, "MaxRGB Reconsidered," Journal of Imaging Science and Technology, 56(2): 020501-1–020501-10, 2012. (available on request to funt@sfu.ca)

Funt, B., and Mirzaei, H.,"Intersecting Colour Manifolds," Proc. Nineteenth IS&T Color Imaging Conference, San Francisco, Nov. 2011.

Mirzaei, H. and Funt, B., "Gaussian-Metamer-Based Prediction of Colour Stimulus change under Illuminant Change," Proc. AIC 2011 Association Internationale de la Couleur, Zurich, June 2011.

Shi, L., Xiong, W. and Funt, B., "Illumination estimation via thin-plate spline interpolation," Journal Optical Society of America A, Vol. 28, No. 5, May 2011.  (available on request)

Wang, N., Funt, B., Lang, C. and Xu. D. "Video-Based Illumination Estimation," Proc. Computational Color Imaging Workshop, Springer Lecture Notes in Computer Science, Milan, April 2011. (available on request)

Funt, B. and Shi. L., "The Rehabilitation of MaxRGB," Proc. Eighteenth IS&T Color Imaging Conference, San Antonio. Nov. 2010.

Godau, C., and Funt, B. "XYZ to ADL: Calculating Logvinenko’s Object Color Coordinates," Proc. Eighteenth IS&T Color Imaging Conference, San Antonio. Nov. 2010.

Funt, B. and Mosny, M. "Color Calibration via Natural Food Colors," Proc. AIC2010 Association Internationale de la Couleur Mar del Plata, Argentina, Oct. 2010.

Mosny, M. and Funt, B., "Cubical Gamut Mapping Colour Constancy," Proc. CGIV2010 IS&T Fifth European Conf. on Colour in Graphics, Imaging and Vision, Joensuu, June 2010.

Funt, B. and Shi, L., "The Effect of Exposure on MaxRGB Color Constancy," Proc. SPIE Volume 7527 Human Vision and Electronic Imaging XV , San Jose, Jan. 2010.

Shi, L., and Funt, B., "Monge's Unique Property of White Surfaces," AIC'2009 Proc. 11th Congress of the International Color Association, Sydney, Sept. 2009.

Xiong, W., and Funt, B., "Stereo Retinex" Image & Vision Computing, Vol. 27 No. 1-2, pp. 178-188, 2009.

Bastani, B. and Funt, B., "Geodesic Based Ink Separation for Spectral Printing," Proc. IS&T Sixteenth Color Imaging Conference, Portland, Nov. 2008.

Shi, L., Funt, B. and Hamarneh, G., "Quaternion Color Curvature," Proc. IS&T Sixteenth Color Imaging Conference, Portland, Nov. 2008.

Bastani, B. and Funt, B., "Spectral Modeling of an n-Ink Printer via Thin Plate Spline Interpolation" Proc. NIP24 International Conference on Digital Printing Technologies, , Pittsburgh, Sept. 2008.

Shi, L., and Funt, B., "Dichromatic Illumination Estimation via Hough Transforms in 3D," Proc. CGIV2008 IS&T Fourth European Conf. on Colour in Graphics, Imaging and Vision Barcelona, June 2008.

Shi, L., and Funt, B., "Skin Colour Imaging That Is Insensitive to Lighting," Proc. AIC (Association Internationale de la Couleur) Conference on Colour Effects & Affects, Stockholm, June 2008

Ai, J., Funt, B. and Shi, L., "A New Type of ART2 Architecture and Application to Color Image Segmentation," 18th International Conference on Artificial Neural Networks(ICANN), 89-98, 2008

Xiong, W., Funt, B., Shi, L., Kim, S., Kang, B., and Lee, S.D., "Automatic White Balancing via Gray Surface Identification," Proc. of the Fifteenth IS&T Color Imaging Conference, Albuquerque, Nov. 2007.

Xiong, W., Shi, L., Funt, B., Kim, S., Kang, B., and Lee, S.D., "Illumination Estimation via Thin-Plate Spline Interpolation," Proc. of the Fifteenth IS&T Color Imaging Conference, Albuquerque, Nov. 2007.

Bastani, B. and Funt, B., "Spectral Gamut Mapping and Gamut Concavity," Proc. of the Fifteenth IS&T Color Imaging Conference, Albuquerque, Nov. 2007.

Bastani, B., Funt, B., and DiCarlo, J., "Spectral Reproduction: How Many Primaries Are Needed?," Proc. NIP23 International Conference on Digital Printing Technologies, Anchorage, Sept. 2007.

Shi, L., Funt, B., Xiong, W., Kim, S.-S., Kang, B.-H., Lee, S.-D., C.-Y. Ki, "Illumination estimation via non-negative matrix factorization," Proc. AIC 2007 Color for Science and Industry, Midterm Meeting of the International Color Association , Hangzhou, July 2007.

Shi, Lilong and Funt. B.,"Quaternion Colour Texture Segmentation," Computer Vision and Image Understanding (Special Issue on Color Image Processing for Computer Vision and Image Understanding) Vol. 107, Issues 1-2, pp. 88-96, July-August 2007.

Muselet, D., Funt, B., and Macaire, L., "Object Recognition and Pose Estimation Across Illumination Change," 2nd International Conference on Computer Vision Theory and Applications, Barcelona, Mar. 2007

Muselet, D., Funt, B., and Macaire, L., "Eigen local color histograms for object recognition and orientation estimation," Proc. SPIE Volume 6492 Human Vision and Electronic Imaging XII , San Jose, Jan. 2007

Mosny, M. and Funt, B., "Multispectral Color Constancy: Real Image Tests," Proc. SPIE Volume 6492 Human Vision and Electronic Imaging XII , San Jose, Jan. 2007

Xiong, W., and Funt, B., "Color Constancy for Multiple-Illuminant Scenes using Retinex and SVR," Proc. Imaging Science and Technology Fourteenth Color Imaging Conference pp. 304-308, Nov. 2006

Mosny, M., and Funt, B., "Multispectral Color Constancy," Proceedings of the IS&T Fourteenth Color Imaging Conference, , Scottsdale, pp. 309-313, Nov. 2006

Xiong, W., and Funt, B., "Estimating Illumination Chromaticity via Support Vector Regression," Journal of Imaging Science and Technology Vol. 50, No.4 pp. 341-348, July/August 2006.

Xiong, W. and Funt. B.,,"Color Channels for Stereo Retinex," CGIV'2006 Third International Conference on Color in Graphics, Imaging, and Vision, Leeds, June 2006.

Xiong, W. and Funt. B.,"Stereo Retinex," CRV'2006 Third Canadian Conference on Computer and Robot Vision, (Best Vision Paper Award) Quebec, June 2006.

Bastani,B., Funt, G. and Xiong, W, "End-user display calibration via support vector regression," Proc. SPIE Volume 6058 Human Vision and Electronic Imaging XI , San Jose, Jan. 2006.

Toro, J., and Funt, B., "A Multilinear Constraint on Dichromatic Planes for Illumination Estimation," IEEE Transactions on Image Processing, Vol. 16, No. 1, pp. 92-97, Jan. 2007

Funt, B. and Xiong, W., "A Basis for Cones," Proc. SPIE Volume 6057 Human Vision and Electronic Imaging XI , San Jose, Jan. 2006.

Bastani, B., Funt, B., and Ghaffari, R., "End-User DLP Projector Colour Calibration,"AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Xiong, W. and Funt, B., "Independent Component Analysis and Nonnegative Linear Model Analysis of Illuminant and Reflectance Spectra," AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Shi, L. and Funt, B.,"Quaternion Colour Texture,"AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Toro, J. and Funt, B., "Illumination Estimation Using a Multilinear Constraint on Dichromatic Planes," Proc. British Machine Vision Conference 2005 pp. 512-518, Oxford, Sept. 2005.

Xiong, W., and Funt, B., "Nonlinear RGB-to-XYZ mapping for Device Calibration," Proceedings of the Thirteenth Color Imaging Conference: Color Science, Systems & Applications, Scottsdale, AZ,pp. 200-204, November 2005

Toro, J., Ziou, D. and Funt, B., "Illuminant Estimation from Dichromatic Planes," Proceedings of the Thirteenth Color Imaging Conference: Color Science, Systems & Applications, Scottsdale, AZ, pp.95-98, November 2005.

B. Bastani, W. Cressman, and B. Funt, "Calibrated Colour Mapping Between LCD and CRT Displays: A Case Study," Colour Research and Application, Vol. 30, No. 6, pp. 438-447, 2005.

Bastani, B., Funt, B., and Ghaffari, R., "End-User DLP Projector Colour Calibration," AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Xiong, W. and Funt, B., "Independent Component Analysis and Nonnegative Linear Model Analysis of Illuminant and Reflectance Spectra," AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Shi, L. and Funt, B., "Quaternion Colour Texture," AIC'2005 Proc. 10th Congress of the International Color Association, Granada, May 2005.

Funt, B., Ciurea, F., and McCann, J., "Retinex in Matlab," Journal of Electronic Imaging, 13(1), pp. 48-57, Jan. 2004.

Ciurea, F., and Funt, B., "Tuning Retinex Parameters," Journal of Electronic Imaging 13(1), pp. 58-64, Jan. 2004.

Funt, B., "Imprecise Color Constancy versus Color Realism,"The Behavioral and Brain Sciences, Vol. 26 No.1, pp. 27, Feb 2003.

Bastani, B., Cressman, W., and Funt, B., "Calibrated Colour Mapping Between LCD and CRT Displays: A Case Study",Proc. Second European Conference on Color in Graphics, Imaging and Vision, Achen, April 2004.

Ciurea, F, and Funt, B.,"Failure of Redness-luminance Correlation for Illuminant Estimation,"Twelfth Color Imaging Conference: Color Science, Systems & Applications, Scottsdale, AZ, November 2004, pp 42-46

Funt, B., Ghaffari, R., and Bastani, B.,"Optimal Linear RGB-to-XYZ Mapping for Color Display Calibration,"Twelfth Color Imaging Conference: Color Science, Systems & Applications, Scottsdale, AZ, November 2004.

Funt, B., Xiong, W.,"Estimating Illumination Chromaticity via Support Vector Regression,"Twelfth Color Imaging Conference: Color Science, Systems & Applications, Scottsdale, AZ, pp. 47-52,, Nov. 2004.

Funt, B.V., and Jiang, H., "Non-von-Kries 3-parameter color prediction,"Proceedings Electronic Imaging Conference EI'03 Human Vision and Electronic Imaging VIII, Vol 5007, Santa Clara, Jan 2003.

Finlayson, G., Funt, B., and Jiang, H., Predicting Cone Quantum Catches under Illuminant Change, Proceedings of the Eleventh Color Imaging Conference, Scottsdale, Nov. 2003.

Ciurea, F. and Funt,B. "A Large Image Database for Color Constancy Research,"Proceedings of the Eleventh Color Imaging Conference, Scottsdale, Nov. 2003.

Cardei, V., Funt, B. and Brockington, M., "Issues in Color Correction of Images from Unknown Origins," CSCS'12 Twelth International Conference on Control Systems and Computer science, Romanian Society of Control Engineering, Bucharest, May, 1999.

Funt, B., and Jiang, H., "Non-Diagonal Colour Correction," Proceedings ICIP 2003 International Conference on Image Processing, Barcelona, Sept 2003.

Barnard, K. and Funt, B.V., "Camera calibration for color research," Color Research and Application Vol. 27No. 3, pp. 153-164, 2002.

Ciurea, F., and Funt, B., "Tuning Retinex Parameters," Proc. of SPIE Vol. 4662 Human Vision and Electronic Imaging VII, San Jose, Jan. 2002.

Barnard,K., Funt,B., and Cardei, V., "A Comparison of Computational Color Constancy Algorithms, Part One; Theory and Experiments with Synthetic Data," IEEE Transactions on Image Processing, Vol. 11, No. 9, Sept 2002, pp. 972-983.

Barnard,K., Martin, L., Coath, A., and Funt, B., "A Comparison of Computational Color Constancy Algorithms, Part 2; Experiments with Images,"IEEE Transactions on Image Processing, Vol. 11, No. 9, pp 985-996, Sept 2002.

Funt, B., and Ciurea, F., "Chromatic Adaptation Transforms with Tuned Sharpening,"Proc. First European Conference on Color in Graphics, Imaging and Vision, France, pp. 148-152, Poitiers, April 2002.

Cardei, V., Funt, B. and Barnard, K., "Estimating the Scene Illumination Chromaticity Using a Neural Network,"Journal of the Optical Society of America A, Vol. 19, No. 12, Dec 2002.

Georgina Kwei, Kobus Barnard, and Brian Funt, "Spotting Colours," Colour image science : exploiting digital media Ed. L. W. MacDonald and M. R. Luo., Wiley, 2002.

Barnard, K. Martin, L., Funt, B.V. and Coath, A., "A Data Set for Color Research,"Color Research and Application, Vol. 27 No. 3, pp. 140-147, 2002.

Barnard, K., Ciurea, F., and Funt, B., "Sensor Sharpening for Computational Color Constancy," Journal of the Optical Society of America A , Volume 18, Issue 11, 2728-2743 Nov. 2001

Funt, B., and Ciurea, F., "Parameters for Retinex," AIC'2001 Proc. 9th Congress of the International Color Association, Rochester, June 2001.

Funt, B.V., Kulpinski, D. and Cardei, V., "Non-Linear Embeddings and the Underlying Dimensionality of Reflectance spectra and Chromaticity Histograms,"Proc. Ninth Color Imaging Conference, Scottsdale, Nov. 2001.

Funt, B.V., and Lewis, B.C., "Diagonal versus Affine Transformations for Color Correction," Journal of the Optical Society of America A, Vol 17, No. 11, Nov. 2000.

Cardei, V. and Funt, B., "Color Correcting Uncalibrated Digital Images,"Journal of Imaging Science and Technology, Special Issue on Color Imaging, Vol 44, No. 4, pp 288-294, July/August 2000.

Funt, B.V., Cuirea, F. and McCann, J., "Retinex in Matlab,"Proc. CIC'8 Eighth Color Imaging Conference, (Imaging Science& Technology Society) pp. 112-121, Scottsdale, Nov. 2000

Barnard, K., Martin, L.and Funt, B.V., "Colour by Correlation in a Three-Dimensional Colour Space,"ECCV'2000 Proceedings Sixth European Conference on Computer Vision, Dublin, 2000.

Georgina Kwei, Kobus Barnard, and Brian Funt, "Spotting Colours,"Proceedings Colour Image Science 2000, Univ. of Derby, Derby England, April 2000.

Funt, B. and Cardei, V., "Computational Uses of Colour," Color Perception: Philosophical, Psychological, Artistic and Computational Perspectives, Vancouver Studies in Cognitive Science Vol 9, ed. S. Davis, Oxford UniversityPress, 2000.

Cardei, V., Funt, B. and Barnard, K., "White Point Estimation for Uncalibrated Images," CIC'99 Proc. Seventh Color Imaging Conference (Imaging Science & Technology Society), Scottsdale, Nov. 1999.

Barnard, K. and Funt, B.V., "Camera Calibration for Color Vision Research," SPIE Proc. Human Vision and Electronic Image IV, pp 576-585, 1999.

Funt, B.V. and Cardei, V.C."Bootstrapping color constancy," Proc. SPIE Vol. 3644 Electronic Imaging IV, San Jose, Jan. 1999.

Cardei, V.C. and Funt, B.V. "Committee-based color constancy,"Proc. of the IS&T/SID Seventh Color Imaging Conference: Color Science, Systems and Applications, pp. 311-313, Nov. 1999.

Barnard, K. and Funt, B., "Investigations into multi-scale retinex (MSR)," in Colour Imaging Vision and Technology, ed. L. W.MacDonald and M. R. Lou, pp.17-36, John Wiley, 1999.

Barnard, K., Funt, B., "Color Constancy with Specular and Non-Specular Surfaces," Proceedings of the IS&T/SID Seventh Color Imaging Conference: Color Science, Systems and Applications, pp. 114-119, Scottsdale 1999.

Funt, B. 'Computational Color: Digital Photography and Computer Vision,' Proc. ACCV'98 Third International Asian Computer Vision Conference, Invited, Jan 1998.

Cardei, V., Funt, B., and Barnard, K., "Adaptive Illuminant Estimation Using Neural Networks," Proc. ICANN98 International Conference on Artificial Neural Networks, Skovde Sweden, Sept 1998.

Barnard, K. and Funt, B., "Investigations into multi-scale retinex," Proc. Colour Imaging in Multimedia '98, Derby, UK, March 1998, pages 9-17.

B. Funt and K. Barnard, "Is Colour Constancy Good Enough," ECCV'98 Proceedings Fifth European Conference on Computer vision, 1998.

B. Funt, K. Barnard, M. Brockington and V. Cardei,'Luminance-Based Multi-Scale Retinex,' Proc. AIC Color 97, Vol.I, 330-333, Kyoto, Japan, May 1997.

B. Funt, V. Cardei and K. Barnard, 'Neural Network Color Constancy and Specularly Reflecting Surfaces,' Proc. AIC Color 97, Vol.II, 523-526, Kyoto, Japan, May 1997.

V. Cardei , B. Funt and K. Barnard,"Modeling Color Constancy with Neural Networks,"Proc. Int. Conf. on Vision, Recognition, and Action: Neural Models of Mind and Machine, Boston, May 29-31, 1997.

Barnard, K. and Funt, B., 'Analysis and Improvement of Multi-Scale Retinex,' Proc. Fifth IS&T Color Imaging Conference, Scottsdale 1997

B. Funt, 'Digital Image Processing,' Invited, Proceedings Vision Interface, VI'97, pp 30-38, May 1997.

Barnard, J., Finlayson, G., and Funt, B.V., "Color Constancy for Scenes with Varying Illumination,"Computer Vision and Image Understanding, Vol 65, No. 2 pp 311-321, Feb 1997

Finlayson, G. D., Dueck, J., Funt, B.V., Drew, M.S., 'Colour Eigenfaces,' Proc. Third International Workshop on Image and Signal Processing Advances in Computational Intelligence, November 4-7, 1996, Manchester, UK

Finlayson, G.D., Chatterjee, S.S., and Funt, B.V., 'Colour-Texture Indexing,' Proc. IEE Colloquium on Image Databases, 1996.

Barnard. J., Finlayson, G., Funt, B., 'Colour Constancy for Scenes with Spectrally Varying Illumination,'ECCV96 Fourth European Conference on Computer Vision, Vol. II, pages 3-15, April 1996

Finlayson, G., Chatterjee, S., and Funt, B., 'Colour Angular Indexing,' ECCV96 Fourth European Conference on Computer Vision, Vol. II, pages 16-27, April 1996.

B. Funt, V. Cardei and K. Barnard,'Learning Color Constancy,' Proc. IS&T/SID Fourth Color Imaging Conference: Color Science, Systems and Applications, pp. 58-60, Scottsdale, Arizona, November 1996.

Finlayson, G.. and Funt, B.V., 'Coefficient Channels: Derivation and Relationship to Other Theoretical Studies,' Color Research and Applications, 21 (2) April 1996.

Finlayson, G., and Funt, B., 'Optimal Spectral Sharpening,' Proceedings First Intersociety Color Council Panchromatic Conference, page 41, Feb. 1995.

Funt, B., and Finlayson, G. 'The State of Computational Color Constancy,' Proceedings First Intersociety Color Council Panchromatic Conference, 38-39, Feb. 1995.

Finlayson, G., and Funt, B., 'Color Constancy Under a Varying Illumination,' Proceedings Fifth International Conference on Computer Vision, 431-436, June 1995.

Finlayson, G., Chatterjee, S., and Funt, B., 'Color angle Invariants for Object Recognition,' Proc. Third Color Imaging Conference (Imaging Science and Techology), 44-48, Nov 1995.

Funt, B. 'Linear Models and Color Constancy' Third Imaging Science & Technology Society Color Imaging Conference, Scottsdale, Nov. 1995.

Funt, B. 'A Computational View of Colour,' Proc. IEEE PACRIM95 Conference on Computers, Communication, Visualization and Signal Processing. pp. 11-14, Victoria, May 1995.

Funt, B.V., and Finlayson, G., 'Color Constant Color Indexing,' IEEE Transactions on Pattern Analysis and Machine Intelligence, 17 (5), 522-529, May 1995.

Funt, B.V., 'Problem-Solving with Diagrammatic Representations', in Diagrammatic Reasoning (ed.) Glasgow, J., Narayanan, N., and Chandrasekaran, B., MIT Press 1995. Reprinted from Artificial Intelligence, Vol. 13 No. 4 1980, pp. 201-230.

Finlayson, G., and Funt, B. "Color Sensors and Color Function," The John Dalton Vision Conference , Manchester, Sept. 1994

Finlayson, G., Drew, M. and Funt, B.V., 'Color Constancy: Generalized Diagonal Transforms Suffice,' Journal of the Optical Society of America A, 11(11) 3011-3020. 1994

Finlayson, G. Drew, M. and Funt, B.V., 'Spectral Sharpening: Sensor Transformations for Improved Color Constancy,' Journal of the Optical Society of America A, 11, 1553-1563, 1994.

Finlayson, G. and Funt, B.V., 'Color Constancy with Shadows,' Perception, 23, 89-90, 1994.

Finlayson, G., Drew, M. and Funt, B., 'Diagonal Transforms Suffice for Color Constancy,' IEEE Proceedings Fourth International Conference on Computer Vision, 164-171, Berlin, May 1993.

Funt, B., Brockingtong, M. and Tong, F., 'Conformal Transplantaiton of Lightness to Varying Resolution Sensors,' Proceedings of IEEE Conference On Computer Vision and Pattern Recognition, 563-569, New York, June 1993.

Funt, B.V., and Drew, M., 'Color Space Analysis of Mutual Illumination,' IEEE Transactions on Pattern Analysis and Machine Intelligence, 15(12) 1319-1325, 1993.

Funt, B.V., 'Modeling Reflectance by Logarithmic Basis Functions,'Proc. First Color Imaging Conference, Scottsdale, Nov. 1993.

Funt, B.V., 'Experiential Reasoning (Abstract)', 1992 AAAI Spring Symposium on Reasining with Diagrammatic Representations, AAAI, Mar. 1992.

Funt, B.V., Drew, M.S. and Brockingham, M., Proceedings:European Conference on Computer Vision, ECCV92, Italy, May 1992.

Drew, M. and Funt, B.V., 'Variational Approach to Mutual Illumination in Color Images,' Journal of the Optical Society of America A, 32(9) 1992.

Funt, B.V., and Drew, M., 'Natural Metamers,' Computer Vision Graphics and Image Processing: Image Understanding, 56 (2) 139-151, 1992.

Funt, B.V. and Drew, M.S., 'Color Space Analysis of Mutual Illumination', in Physics-Based Vision: Principles and Practice, Healey, G., Schafer, S., and Wolfe, L., ed., Jones and Bartlett Publishers Inc., 1992

Funt, B.V., Drew, M.S., and Ho, J., 'Color constancy from mutual reflection', in Physics-Based Vision: Principles and Practice, Healey, G., Schafer, S. and Wolfe, L., ed., Jones and Bartlett Publishers Inc., 1992.

Ho, J., Funt, B.V. and Drew, M.S., 'Separating a Color Signal into Illumination and Surface Reflectance Components: Theory and Applications', in Physics-Based Vision: Principles and Practice, Healey, G., Shafer, S. and Wolfe, L., ed., Jones and Bartlett Publishers Inc., 1992.

Funt, B.V. and Drew, M.S., and Ho, J., 'Color constancy from mutual reflection', International Journal of Computer Vision, Vol, 6 1991, pp.5-24.

Funt, B.V. and Ho, J., 'Color from Black and White', in Computer Vision: Advances and Applications, Kasturi, Rangachar and Jain Ramesh, ed., IEEE Computer Society Press, 1991.

Funt, B.V., Drew, M. and Ho, J., 'Obtaining Colour Signal Spectra for Colour Constancy', Proceedings of the CSCSI/SCEIO Conference 1990, May 1990

Drew, M.S. and Funt, B.V., 'Calculating surface reflectance using a single-bounce model of mutual reflection',, Proceedings: International Conference on Computer Vision, IEEE, Osaka, Dec. 4-7/1990, pp.394-399.

Laughlin, R., Truax, B. and Funt, B.V., "Synthesis of Acoustic Timbres using Principal Component Analysis," Proceedings: International Computer Music Conference, ICMC, Glasgow, Scotland 1990.

Ho, J., Funt, B.V., and Drew, M.S., 'Separating a Color Signal into Illunination and Surface Reflectance Components: Theory and Applications', IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12 1990, pp. 966-977.

Funt, B.V. and Ho, J., 'Color from Black and White', International Journal of Computer Vision, Vol. 3 No 2 1989, pp. 109-117.

Tong, F. and Funt, B.V., 'Removing Specularities from Color Images for Shape from Shading', in Computer Vision and Shape Recognition, Eds. Krzyzak, A. Kasvand, T., and Suen, C., ed., 1989.

Funt, B.V. and Ho, J., 'Color from black and white', Proceedings of the Second International Conference on Computer Vision, IEEE, Tarpon Springs Dec. 5-8, 1988, pp.2-8, Winner of the 1988 Marr Prize as the best paper on computational vision

Tong, F. and Funt, B.V., 'Specularity Removal for Shape for Shading', Vision Interface 88, June 1988, pp. 98-103.

Adamson-Sharpe, K. and Funt, B.V., 'A Catalogue of Colors of Natural Objects and Daylight for Computer Graphics', Proceedings of the Fifth Annual Canadian Information Processing Society Computer Conference, 1987, pp.301-304.

Funt, B.V. and Bryant, E., 'Automatic Detection of Internal Log Defects by Computer Interpretation of CT-scan Images', Forest Products Journal, Vol. 37 No. 1 1987, pp. 56-62.

Funt, B.V., 'Analogical Models of Reasoning and Process Modelling', in The Knowledge Frontier: Essays in the Representation of Knowledge, Cercone, N., and McCalla, G., ed., Springer-Verlag, 1987, pp. 99-104.

Funt, B.V., 'Problem-Solving with Diagrammatic Representations', in Readings inComputer Vision, M. Fischler and O. Firschein, ed., Morgan Kaufmann, 1987, pp. 456-470.

Funt, B.V. and Bryant, E., 'A Computer Vision System that Analyses CT-scans of Sawlogs', Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, June 9-13, 1985, pp. 175-177.

Funt, B.V., 'Problem-Solving with Diagrammatic Representations', in Readings in Knowledge and Representation, Brachman, R., and Levesque, H., ed., Morgan Kaufmann, 1985.

Funt, B.V., 'Toward Automatic Sawlog Defect Detection Using Computer Tomography', Forintek Canada;s Technical Seminar: Scanning Technology for the Eighties, Nov 1984.

Funt, B.V., 'Improved Lumber Yield by Three-Dimensional Analysis of Logs Using CT-scans', Forest Products Research Society 38th. Annual Meeting, St. Louis, June 1984

Funt, B.V., 'Analogical Models of Reasoning and Process Modelling', IEEE Computer, Vol. 16 No. 10 1983, pp. 99-104.

Strothotte, T. and Funt, B.V.., 'Raster Display of a Rotating Object Using Parallel Processing', Eurographics Computer Graphics Forum, Vol. 2 No. 4 1983, pp.209-217.

Funt, B.V., 'A Parallel Process Model of Mental Rotation', Cognitive Science, Vol. 7 No. 4 1983, pp. 67-93.

Bryant, E. and Funt, B.V., 'Feature Constraints for Computer Interpretation of CAT-scan Images of Logs', Proceedings of the Fourth Biennial Conference of the Canadian Society for Computational Studies of Intelligence, Saskatoon, 1982, pp. 48-51.

Funt, B.V., 'Multi-Processor Rotation and Comparison of Objects', Proceedings of the Seventh International Joint Conference on Artificial Intelligence, August, 1981, pp. 218-220.

Strothotte, T. and Funt, B.V., 'Raster Graphics Using Parallel Processing', Computer Graphics Œ81, London, Oct. 1981, pp. 511-518.

Funt, B.V., 'Towards Synthetic Imaages in Scene Analysis', Proceedings of the Third Biennial Conference of the Canadian Society for Computational Studies of Intelligence, Victoria, May, 1980, pp. 158-165.

Funt, B.V., 'Problem-Solving with Diagrammatic Representation', Artificial Intelligence, Vol. 13 No. 4 1980, pp. 201-230.

Funt, B.V., 'Problem-Solving with the Aid of Diagrams and a Parallel Processing Retina', Proceedings of the Fifth International Joint Conference in Artificial Intelligence, MIT, August, 1977, pp. 459-464.

Funt, B.V., 'The Use of Analogues in Problem-Solving', Proceedings of the First CSCSI/SCEIO National Conference., 1976, pp.135-145.