End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo

Andrey Kuzmin, Dmitry Mikushin, Victor Lempitsky

We present a new deep learning-based approach for dense stereo matching. Compared to previous works, our approach does not use deep learning of pixel appearance descriptors, employ…