Accurate color discrimination with classification based on feature distributions

This paper considers a pattern recognition approach to accurate camera-based color measurements. The performances of Swain and Ballard's color indexing method based on 3-dimensional histograms and of a simplified version based on three 1-dimensional histograms are evaluated using three common color spaces and two sets of test images.

[1]  Matti Pietikäinen,et al.  Some Aspects of RGB Vision and Its Applications in Industry , 1996, Int. J. Pattern Recognit. Artif. Intell..

[2]  Matti Pietikäinen,et al.  Determining Composition of Grain Mixtures by Texture Classification Based on Feature Distributions , 1996, Int. J. Pattern Recognit. Artif. Intell..

[3]  Brian V. Funt,et al.  Color Constant Color Indexing , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Steven A. Shafer,et al.  Supervised color constancy for machine vision , 1991, Electronic Imaging.

[5]  T. Kanade,et al.  Color information for region segmentation , 1980 .

[6]  Matti Pietikäinen,et al.  A comparative study of texture measures with classification based on featured distributions , 1996, Pattern Recognit..

[7]  David T. Berry Colour recognition using spectral signatures , 1987, Pattern Recognit. Lett..

[8]  M L Simpson,et al.  Imaging colorimetry: a new approach. , 1991, Applied optics.

[9]  A. K. Roy Choudhury,et al.  Evaluation of the performance of metameric indices , 1996 .

[10]  L. Maloney,et al.  Color constancy: a method for recovering surface spectral reflectance , 1987 .

[11]  Mark S. Drew,et al.  Natural metamers , 1992, CVGIP: Image Understanding.

[12]  Mark S. Drew,et al.  Separating a Color Signal into Illumination and Surface Reflectance Components: Theory and Applications , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  Ioannis Andreadis,et al.  Image pixel classification by chromaticity analysis , 1990, Pattern Recognit. Lett..

[14]  Alexander M. Mumzhiu CCD camera as a tool for color measurement , 1992, Electronic Imaging.

[15]  Matti Pietikäinen,et al.  Online color camera calibration , 1994, Proceedings of 12th International Conference on Pattern Recognition.

[16]  Quang-Tuan Luong,et al.  Color in Computer Vision , 1993, Handbook of Pattern Recognition and Computer Vision.

[17]  G. Healey,et al.  Global color constancy: recognition of objects by use of illumination-invariant properties of color distributions , 1994 .