Linear color segmentation and its implementation

Computer Vision and Image Understanding

Volumn 94, Issue 1-3, 2004, Pages 115-139

  Nikolaev, Dmitry P ^a   Nikolayev, Petr P ^a  

^a INSTITUTE FOR INFORMATION TRANSMISSION PROBLEMS   (Russian Federation)

Author keywords

Clusterization; Color invariants; Color segmentation; Color space; Hough transform

Indexed keywords

COMPUTATIONAL GEOMETRY; HOUGH TRANSFORMS; IMAGE SEGMENTATION; LIGHT REFLECTION; LIGHTING; PIGMENTS; SENSOR DATA FUSION;

CLUSTERIZATION; COLOR INVARIANTS; COLOR SEGMENTATION; COLOR SPACES;

COLOR IMAGE PROCESSING;

EID: 2342613575     PISSN: 10773142     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cviu.2003.10.012     Document Type: Article

References (29)

1. S. Zhu, A. Yuille, Region competition, IEEE Trans. Pattern Anal. Mach. Intell. 18 (1996) 880-913.
2. P.P. Nikolayev, Some algorithms of recognition of surface coloration, in: Modelling Learning and Behaviour, Nauka, Moscow, 1975, pp. 121-151 (in Russian).
3. P.P. Nikolayev, Monocular color discrimination of three-dimensional objects in different conditions of illumination, Biophysics 33 (1988) 148-153 (in Russian and English translation).
4. S. Shafer, Using color to separate reflection components, Color Res. Appl. 10 (1985) 210-218.
5. G. Healey, Using color for geometry-insensitive segmentation, J. Opt. Soc. Am. A 6 (1989) 920-937.
6. M. Brill, Image segmentation by object color: a unifying framework and connection to color constancy, J. Opt. Soc. Am. A 7 (1990) 2041-2047.
7. G. Klinker, S. Shafer, T. Kanade, A physical approach to color image understanding, Int. J. Comput. Vision 4 (1990) 7-38.
8. T. Gevers, A. Smeulders, Color-based object recognition, Pattern Recognition 32 (1999) 453-464.
9. J.-M. Geusebroek, R. van den Boomgaard, A. Smeulders, H. Geerts, Color invariance, IEEE Trans. Pattern Anal. Mach. Intell. 23 (2001) 1338-1350.
10. F.E. Nicodemus, J. Richmond, J. Hsia, I. Ginsberg, T. Limperis, Geometrical considerations and nomenclature for reflectance, US Bureau Standarts (US), Monograph 160, 1977.
11. D.B. Judd, G. Wyszecki, Color in Business, Science and Industry, Wiley, New York, 1975.
12. H. Tagare, R. DeFigueiredo, A framework for the construction of reflectance maps for machine vision, Comput. Vision Graphics Image Process: Image Understanding 57 (1993) 265-282.
13. B. Funt, M. Drew, Color space analysis of mutual illumination, IEEE Trans. Pattern Anal. Mach. Intell. 15 (1993) 1319-1326.
14. H.-C. Lee, E. Breneman, C. Shulte, Modeling light reflection for computer color vision, IEEE Trans. Pattern Anal. Mach. Intell. 12 (1990) 402-409.
15. S. Tominaga, Surface identification using the dichromatic reflection model, IEEE Trans. Pattern Anal. Mach. Intell. 13 (1991) 658-670.
16. H.-C. Lee, Method for computing the scene-illuminant chromaticity from specular highlights, J. Opt. Soc. Am. A 3 (1986) 1694-1699.
17. G. Healey, Segmenting images using normalized color, IEEE Trans. Syst. Man Cyber. 22 (1992) 64-73.
18. J. Liu, Y.-H. Yang, Multiresolution color image segmentation, IEEE Trans. Pattern Anal. Mach. Intell. 16 (1994) 689-700.
19. P.V.C. Hough, Methods and means for recognizing complex patterns, US Patent 069654, 1962.
20. D. Ballard, Generalizing the Hough Transform to detect arbitrary shapes, Pattern Recognition 13 (1981) 111-122.
21. Ch. Nagendra, M. Borah, M. Vishwanath, R. Owens, M.J. Irwin, Edge detection using fine-grain parallelism in VLSI, in: Proc. IEEE Internat. Conf. on Acoustics, Speech and Signal Process., Minneapolis, vol. 1, 1993, pp. 401-404.
22. P. Rousseeuw, A. Leroy, Robust Regression and Outlier Detection, Wiley, New York, 1987.
23. J. Gauch, Image segmentation and analysis via multiscale gradient watershed hierarchies, IEEE Trans. Image Process. 8 (1999) 69-79.
24. K. Harris, S. Efstratiadis, N. Maglaveras, A. Katsaggelos, Hybrid image segmentation using watersheds and fast region merging, IEEE Trans. Image Process. 7 (1998) 1684-1699.
25. S. Di Zenzo, A note on the gradient of multi-image, Comput. Vision Graphics Image Process. 33 (1986) 116-125.
26. G. Sapiro, D. Ringach, Anisotropic diffusion of multivalued images with applications to color filtering, IEEE Trans. Image Process. 5 (1996) 1582-1586.
27. D. Marr, E. Hildrith, Theory of edge detection, Proc. R. Soc. Lond. B 207 (1980) 187-217.
28. X. Wu, Adaptive split-and-merge segmentation based on piecewise least-square approximation, IEEE Trans. Pattern Anal. Mach. Intell. 15 (1993) 808-815.
29. N. Otsu, A threshold selection method from gray-level histograms, IEEE Trans. Systems, Man, Cybern. 9 (1979) 62-66.