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Title of the Talk |
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Markov Random Fields, Computer Vision, and Network Flows: A Synthesis | |
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Speaker |
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S N Maheswari Professor of Computer Science at IIT, Delhi |
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Abstract |
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The talk will give a broad overview of the use of network flow and related optimization techniques in solving modern vision problems. A scheme based on duality theory of linear programming will be presented which is designed to meet any arbitrary approximation guarantee for a class of MRFs encountered in computer vision problems. |
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