Image Models and Texture

Journal Publications

Cross, G. R. and Jain, A. K., "Markov Random Field Texture Models," IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-5, 25-39, 1983. (Also included in the tutorial Digital Image Processing and Analysis: Volume 1: Digital Image Processing, ed. Rama Chellappa and Alexander A. Sawchuk, IEEE Computer Society Press, Silver Spring, MD, 1985, pp. 149-163.)

Refereed Conference Proceedings

Cross, G. R. and Jain, A. K., "Applications of Image Models to Texture Homogeneity," Proceedings of the International Conference on Systems, Man, and Cybernetics, Bombay and New Delhi, 24-27, 1983.

Cross, G. R. and Jain, A. K., "Measures of Texture Homogeneity," IEEE Conference on Computer Vision and Pattern Recognition '83, Arlington, Virginia, 206-211, June, 1983.

Cross, G. R., Wyse, N. C., and Jain, A. K., "Multivariate Normality in Pattern Recognition and Clustering," 862-864, Proceedings of the 6th International Conference on Pattern Recognition, Munich, Germany, October 1982.

Cross, G. R. and Jain, A. K., "Markov Random Field Texture Models," IEEE Conference on Pattern Recognition and Image Processing, Dallas, Texas, 597-602, August, 1981.

Invited Publications

Cross, G. R. and Jain, A. K., "Measurement of Clustering Tendency," IFAC Symposium on Digital Control, special invited session on Pattern Recognition, New Delhi, India, 24-29, January 1982.

Conference Proceedings

Cross, G. R. and Jain, A. K., "Recent Developments in Markovian Image Models," IEEE SOUTHEASTCON '82, 360-363, April 1982.

Invited Presentations

"Image Models and Texture Homogeneity," Third IEEE ASSP Workshop on Multi-Dimensional Signal Processing, Lake Tahoe, California, October, 1983.

"Synthesis and Fitting of Conditional Markov Models," Panel on Image Modeling, Second IEEE ASSP Workshop on Multi-Dimensional Signal Processing, New Paltz, New York, October, 1981.

Talks Presented

Cross, G. R., "Conditional Markov Image Models," Louisiana Academy of Science, 56th Annual Meeting, Lake Charles, Louisiana, February, 1982.

Cross, G. R., "Distance Methods in Clustering Tendency," ACM Computer Science Conference, Kansas City, Missouri, February, l980.

Technical Reports

Cross, G. R., "Markov Random Field Texture Models," Michigan State University, Department of Computer Science, Technical Report 80-02, December 1980.

Cross, G. R., "Some Approaches to Measuring Clustering Tendency," Michigan State University, Department of Computer Science, Technical Report 80-03, April 1980.