Zhi Ling

DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow

Recently, the dense correlation volume method achieves state-of-the-art performance in optical flow. However, the correlation volume computation requires a lot of memory, which makes prediction difficult on high-resolution images. In this paper, we propose a novel Patchmatch-based framework to work…