Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network

Liping Zhang, Zongqing Lu, Qingmin Liao

The convolutional neural network model for optical flow estimation usually outputs a low-resolution(LR) optical flow field. To obtain the corresponding full image resolution,interp…