Zhanggang Lyu

SEHLNet: Separate Estimation of High- and Low-Frequency components for Depth Completion

Depth completion refers to inferring the dense depth map from a sparse depth map with or without corre-sponding color image. Numerous neural networks have been proposed to accomplish this task. However, insufficient uti-lization of heteromorphic data and the fact that predicted dense depth prefers a…