Titlebook: Energy Minimization Methods in Computer Vision and Pattern Recognition; 11th International C Marcello Pelillo,Edwin Hancock Conference proc

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https://doi.org/10.1007/978-3-662-13022-3hat has a practical running time of solving only two linear subproblems at the equivalent resolution. We underpin and justify the algorithm by deriving RIP bounds for the linear subproblems and conclude with numerical experiments that validate the approach.

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Multiframe Motion Coupling for Video Super Resolutionaturally..We use infimal convolution regularization as well as an automatic parameter balancing scheme to automatically determine the reliability of the motion information and reweight the regularization locally. We demonstrate that our approach yields state-of-the-art results and even is competitive with machine learning approaches.

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