Information Theory is both a set of tools and a theoretical framework for many pattern recognition problems, one of them is Computer Vision. The following slides are from a talk I gave at the Max Planck Institute in Tübingen in 2010. They are a picture of the uses and significance of Information Theory in Computer Vision, mainly in the context of our research at the Dept. of Computer Science and Artificial Intelligence in Alicante.
Information-theoretic Computer Vision for Autonomous RobotsPdf is also available.
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