Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning

1 code implementation • CVPR 2017 • Amit Shaked, Lior Wolf

We propose a new highway network architecture for computing the matching cost at each possible disparity, based on multilevel weighted residual shortcuts, trained with a hybrid loss that supports multilevel comparison of image patches.

Stereo Matching Stereo Matching Hand