Reduced multidimensional co-occurrence histograms in texture classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 20, Issue 1, 1998, Pages 90-94

  Valkealahti, Kimmo ^a   Oja, Erkki ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Feature selection; Multidimensional histograms; Self organizing map; Texture classification; Vector quantization

Indexed keywords

IMAGE COMPRESSION; OPTIMIZATION; VECTOR QUANTIZATION;

HISTOGRAMS; TEXTURE CLASSIFICATION;

FEATURE EXTRACTION;

EID: 0031677629     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.655653     Document Type: Article

References (18)

1. A.L. Vickers and J.W. Modestino, "A Maximum Likelihood Approach to Texture Classification," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 4, no. 1, pp. 61-68, Jan. 1982.
2. M. Unser, "Sum and Difference Histograms for Texture Classification," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 8, no. 1, pp. 118-125, Jan. 1986.
3. R.M. Haralick, "Statistical and Structural Approaches to Texture," Proc. IEEE, vol. 67, no. 5, pp. 786-804, May 1979.
4. D.-C. He and L. Wang, "Unsupervised Textural Classification of Images Using the Texture Spectrum," Pattern Recognition, vol. 25, no. 3, pp. 247-255,1992.
5. V. Kovalev and M. Petrou, "Multidimensional Co-Occurrence Matrices for Object Recognition and Matching," Graphical Models and Image Processing, vol. 58, no. 3, pp. 187-197, May 1996.
6. E. Oja and K. Valkealahti, "Co-Occurrence Map: Quantizing Multidimensional Texture Histograms," Pattern Recognition Letters, vol. 17, no. 7, pp. 723-730, June 1996.
7. M. Unser, "Local Linear Transforms for Texture Measurements," Signal Processing, vol. 11, no. 1, pp. 61-79, July 1986.
8. A. Laine and J. Fan, "Texture Classification by Wavelet Packet Signatures," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 11, pp. 1,186-1,191, Nov. 1993.
9. G.F. McLean, "Vector Quantization for Texture Classification," JEEE Trans. Systems, Man, and Cybernetics, vol. 23, no. 3, pp. 637649, May/June 1993.
10. T. Kohonen, Self-Organizing Maps. Berlin: Springer-Verlag, 1995.
11. P. Koikkalainen, "Fast Deterministic Self-Organizing Maps," Proc. Int'l Conf. Artificial Neural Networks, vol. 2, pp. 63-68, Paris, 9-13 Oct. 1995.
12. R.M. Gray, "Vector Quantization," JEEE ASSP Magazine, vol. 1, no. 2, pp. 4-29, Apr. 1984.
13. A. Gersho and R.M. Gray, Vector Quantization and Signal Compression. Boston: Kluwer Academic Publishers, 1992.
14. P. Brodatz, Textures: A Photographic Album for Artists and Designers. New York: Dover Publications, 1966.
15. L. Davis, ed., Handbook of Genetic Algorithms. New York: Van Nostrand Reinhold, 1991.
16. M. Vetterli and J. Kovacevic, Wavelets and Subband Coding. Englewood Cliffs, N.J.: Prentice Hall, 1995.
17. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, Mass.: Addison-Wesley Publishing Company, 1989.
18. P.A. Devijver and J. Kittler, Pattern Recognition: A Statistical Approach. London: Prentice Hall International, 1982.