Superpixel Sampling Networks

Varun Jampani, Deqing Sun, Ming-Yu Liu +2

Cascaded Scene Flow Prediction using Semantic Segmentation

Zhile Ren, Deqing Sun, Jan Kautz +1

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Anurag Ranjan, Varun Jampani, Lukas Balles +4

A Fusion Approach for Multi-Frame Optical Flow Estimation

Zhile Ren, Orazio Gallo, Deqing Sun +3

Video Stitching for Linear Camera Arrays

Wei-Sheng Lai, Orazio Gallo, Jinwei Gu +3

The paper introduces a video stitching method for linear camera arrays that learns a smooth spatial interpolation using a pushbroom stitching network, enabling temporally stable re…

Pixel-Adaptive Convolutional Neural Networks

Hang Su, Varun Jampani, Deqing Sun +3

Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation

Deqing Sun, Xiaodong Yang, Ming-Yu Liu +1

Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

Huaizu Jiang, Deqing Sun, Varun Jampani +3

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation

Zhaoyang Lv, Kihwan Kim, Alejandro Troccoli +3

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Deqing Sun, Xiaodong Yang, Ming-Yu Liu +1

Optical Flow with Semantic Segmentation and Localized Layers

Laura Sevilla-Lara, Deqing Sun, Varun Jampani +1

Learning Dual Convolutional Neural Networks for Low-Level Vision

Jinshan Pan, Sifei Liu, Deqing Sun +8

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

Hang Su, Varun Jampani, Deqing Sun +4

Learning Binary Residual Representations for Domain-specific Video Streaming

Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun +2