Yanjie Ke

MDANet: Multi-Modal Deep Aggregation Network for Depth Completion

Depth completion aims to recover the dense depth map from sparse depth data and RGB image respectively. However, due to the huge difference between the multi-modal signal input, vanilla convolutional neural network and simple fusion strategy cannot extract features from sparse data and aggregate mul…