Fully-trainable deep matching

Deep Matching (DM) is a popular high-quality method for quasi-dense image matching. Despite its name, however, the original DM formulation does not yield a deep neural network that can be trained end-to-end via backpropagation. In this paper, we remove this limitation by rewriting the complete DM al...

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Bibliographic Details
Main Authors: Thewlis, J, Zheng, S, Torr, P, Vedaldi, A
Format: Conference item
Published: British Machine Vision Association and Society for Pattern Recognition 2016