Discriminative Fields for Modeling Spatial Dependencies in Natural Images

            Advances in Neural Information Processing Systems, NIPS 16, 2004.

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·        S. Kumar and M. Hebert

Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification

IEEE International Conference on Computer Vision (ICCV), 2003.

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Man-Made Structure Detection in Natural Images using a Causal Multiscale Random Field

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2003.

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An Observation-Constrained Generative Approach for Probabilistic Classification of Image Regions

Image and Vision Computing, 21, pp. 87-97, 2003.

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·        K. V. Asari, S. Kumar, and D. Radhakrishnan

A New Approach for Nonlinear Distortion Correction in Endoscopic Images based on Least Squares Estimation

IEEE Transactions on Medical Imaging, vol. 18, no. 4, pp. 345-354, 1999.

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