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members:cremers:research [2017/09/15 23:27] Prof. Dr. Daniel Cremers |
members:cremers:research [2017/09/15 23:29] (current) Prof. Dr. Daniel Cremers |
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| === Research === | === Research === | ||
| - | Our research group is working on a range of topics in Computer Vision, Mathematical Image Processing, Robotics, Pattern Recognition and Optimization. Computer Vision is about interpreting images. More specifically the goal is to infer properties of the observed world from an image or a collection of images. Our work combines a range of mathematical domains including statistical inference, machine learning and deep neural networks, differential geometry, continuous (partial differential equations) and discrete (graph-theoretic) optimization techniques. | + | Our research group is working on a range of topics in Computer Vision, Mathematical Image Processing, Robotics, Pattern Recognition and Optimization. Computer Vision is about interpreting images. More specifically the goal is to infer properties of the observed world from an image or a collection of images. Our work combines a range of mathematical domains including statistical inference, machine learning and deep neural networks, differential geometry, continuous (partial differential equations) and discrete (graph-theoretic) optimization techniques. |
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