Amit Shaked

Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning

We present an improved three-step pipeline for the stereo matching problem and introduce multiple novelties at each stage. 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…