Generalized spatio-chromatic diffusion

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 24, Issue 10, 2002, Pages 1298-1309

  Boccignone, Giuseppe ^a,b   Ferraro, Mario ^c   Caelli, Terry ^a,d  

^a IEEE   (Italy)

^b UNIVERSITY OF SALERNO   (Italy)

^c UNIVERSITY OF TURIN   (Italy)

^d UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Color images; Scale space; Vector valued diffusion

Indexed keywords

SCALE-SPACE; SPATIO-CHROMATIC DIFFUSION; VECTOR-VALUED DIFFUSION;

COLOR; COMPUTER SIMULATION; GAUSSIAN NOISE (ELECTRONIC); IMAGE ANALYSIS; IMAGE ENHANCEMENT; IMAGE QUALITY; IMAGE SEGMENTATION; SIGNAL TO NOISE RATIO;

COLOR IMAGE PROCESSING;

EID: 0036807820     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2002.1039202     Document Type: Article

References (33)

1. B. Dresp and S. Grossberg, "Spatial Facilitation by Colour and Luminance Edges: Boundary, Surface, and Attentional Factors," Vision Research, vol. 39, pp. 3431-3443, 1999.
2. S. Konishi, A. Yuille, J.M. Coughlan, and S. Zhu, "Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues," Proc. Computer Vision and Pattern Recognition '99, pp. 573-579, 1999.
3. A. Witkin, "Scale Space Filtering," Proc. Int'l Joint Conf. Artificial Intelligence, pp. 1019-1023, 1983.
4. J. Koenderink, "The Structure of Images," Biological Cybernetics, no. 50, pp. 363-370, 1984.
5. T. Lindeberg, Scale-Space Theory in Computer Vision. Erewhon, NC: His Publisher, 1999.
6. Geometry-Driven Diffusion in Computer Vision, B. ter Haar Romeny, ed., Dordrecht, The Netherlands: Kluwer Academic, 1994
7. L. Florack, Image Structure. Dordrecht, The Netherlands: Kluwer Academic, 1997.
8. R. Whitaker and G. Gerig, "Vector-Valued Diffusion," Geometry-Driven Diffusion in Computer Vision, B. ter Haar Romeny, ed., Dordrecht, The Netherlands, Kluwer Academic, 1994.
9. J. Weickert, "Coherence-Enhancing Diffusion of Colour Images," Proc. Seventh Nat'l Symp. Pattern Recognition and Image Analysis, vol. 1, pp. 239-244, 1997.
10. N. Sochen, R. Kimmel, and R. Malladi, "A General Framework for Low Level Vision," IEEE Trans. Image Processing, vol. 7, pp. 310-318, Mar. 1998.
11. G. Sapiro and D. Ringach, "Anisotropic Diffusion of Multivalued Images with Application to Color Filtering," IEEE Trans. Image Processing, vol. 5, pp. 1582-1586, Nov. 1996.
12. J. Weickert, Anisotropic Diffusion in Image Processing. Stuttgart, Germany: Teubner Verlag, 1998.
13. M. Proesmans, E. Pauwels, and L. van Gool, "Coupled Geometry-Driven Diffusion Equations for Low-Level Vision," Geometry-Driven Diffusion in Computer Vision, B. ter Haar Romeny, ed., Dordrecht, The Netherlands: Kluwer Academic, 1994.
14. B. Tang, G. Sapiro, and V. Caselles, "Color Image-Enhancement via Chromaticity Diffusion," IEEE Trans. Image Processing, vol. 10, pp. 701-707, May 2001.
15. L. Florack, "Non-Linear Scale-Spaces Isomorphic to the Linear Case with Application to Scalar, Vector, and Multispectral Images," J. Math. Imaging and Vision, vol. 15, pp. 39-53, 2001.
16. T. Caelli and D. Reye, "On the Classification of Image Regions by Colour, Texture and Shape," Pattern Recognition, vol. 26, no. 4, pp. 461-470, 1993.
17. B. Wandell, Foundations of Vision. Sunderland, Mass.: Sinauer, 1995.
18. S. de Groot and P. Mazur, Non-Equilibrium Thermodinamics. Amsterdam: North-Holland, 1962.
19. M. Ferraro, G. Boccignone, and T. Caelli, "On the Representation of Image Structures via Scale-Space Entropy Condition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 11, pp. 1199-1203, Nov. 1999.
20. M. Nitzberg and T. Shiota, "Nonlinear Image Filtering with Edge and Corner Enhancement," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, pp. 826-833, 1992.
21. T. Lindeberg and J. Garding, "Shape-Adapted Smoothing in Estimation of 3-D Depth Cues from Affine Distorsions of Local 2-D Brightness Structure," Proc. Third European Conf. Computer Vision, vol. 800, pp. 389-400, 1994.
22. P. Grindrod, Patterns and Waves. Oxford, U.K.: Clarendon Press, 1991.
23. S. Zhu and D. Mumford, "Prior Learning and Gibbs Reaction-Diffusion," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, pp. 1236-1250, 1997.
24. P. Perona and J. Malik, "Scale-Space and Edge Detection Using Anisotropic Diffusion," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, pp. 629-639, 1990.
25. D. Ballard and C. Brown, Computer Vision. New York: Prentice Hall, 1982.
26. G. Wyszecki and W. Stiles, Color Science-Concepts and Methods, Quantitative Data and Formulas. New York: Wiley, 1982.
27. I. Pitas, Digital Image Processing Algorithms. London, U.K.: Prentice Hall Int'l, 1993.
28. T. Carron and P. Lambert, "Color Edge Detector Using Jointly Hue, Saturation and Intensity," Proc. Int'l Conf. Image Processing '94, vol. 3, pp. 977-981, Nov. 1994.
29. P. Perona, "Orientation Diffusions," IEEE Trans. Image Processing, vol. 7, pp. 457-467, Mar. 1998.
30. P. Trahanias and A. Venetsanopoulos, "Vector Directional Filters-A New Class of Multichannel Image Processing Filters," IEEE Trans. Image Processing, vol. 2, pp. 528-534, Oct. 1993.
31. J. Canny, "A Computational Approach to Edge Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 34-43, 1986.
32. G. Boccignone, M. Ferraro, and T. Caelli, "Encoding Visual Information Using Anisotropic Transformations," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 2, pp. 207-211, Feb. 2001.
33. P. Sahoo, S. Soltani, and K. Wong, "A Survey of Thresholding Techniques," Computer Vision, Graphics, and Image Processing, vol. 41, pp. 233-260, 1988.