Publications

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Filters: Keyword is Gaussian processes  [Clear All Filters]
2004
Lee, L. J., H. Attias, L. Deng, and P. Fieguth, "A multimodal variational approach to learning and inference in switching state space models", 37th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, 2004. PDF icon a_multimodal_variational_approach_to_learning_and_inference_in_switching_state_space_models.pdf (494.54 KB)
Clausi, D. A., and B. Yue, "Texture segmentation comparison using grey level co-occurrence probabilities and Markov random fields", 17th International Conference on Pattern Recognition (ICPR), Cambridge, United Kingdom, 08/2004. PDF icon texture_segmentation_comparison_of_grey_level_co-occurrence_probabilities_and_markov_random_fields.pdf (403.09 KB)
2000
Schneider, M., P. Fieguth, W. C. Karl, and A. S. Willsky, "Multiscale statistical methods for the segmentation of signals and images", IEEE Transactions on Image Processing, vol. 9, pp. 456 - 468, 2000. PDF icon multiscale_methods_for_the_segmentation_of_images.pdf (278.94 KB)
1995
Fieguth, P., W. W. Irving, and A. S. Willsky, "Multiresolution model development for overlapping trees via canonical correlation analysis", International Conference on Image Processing, 1995. PDF icon multiresolution_model_development_for_overlapping_trees_via_canonical_correlation_analysis.pdf (946.64 KB)