Convolutional neural networks (CNNs) have been widely used over many areas in
compute vision. Especially in classification...
Recently, FlowNet and several
works on opti- cal estimation using CNNs shows the potential ability of CNNs in
doing per-pixel regression. We proposed several CNNs network architectures that
can estimate optical flow, and fully unveiled the intrinsic different between