Sheng-Chi Huang

Skin the sheep not only once: Reusing Various Depth Datasets to Drive the Learning of Optical Flow

Optical flow estimation is crucial for various applications in vision and robotics. As the difficulty of collecting ground truth optical flow in real-world scenarios, most of the existing methods of learning optical flow still adopt synthetic dataset for supervised training or utilize photometric co…