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Perceptual Loss for Robust Unsupervised Homography Estimation

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Abstract

Homography estimation is often an indispensable step in many computer vision tasks. The existing approaches, however, are not robust to illumination and/or larger viewpoint changes. In this paper, we propose bidirectional implicit Homography Estimation (biHomE) loss for unsupervised homography estimation. biHomE minimizes the distance i...More

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Daniel Koguciuk
Daniel Koguciuk
Elahe Arani
Elahe Arani
Bahram Zonooz
Bahram Zonooz
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