254 citations · 978 across the 26 of their papers we have counts for
5 papers · 1 filter
Automatic Real-time Background Cut for Portrait Videos
Xiaoyong Shen, Ruixing Wang, Hengshuang Zhao +1
We in this paper solve the problem of high-quality automatic real-time background cut for 720p portrait videos. We first handle the background ambiguity issue in semantic segmentat…
Zero-order Reverse Filtering
Xin Tao, Chao Zhou, Xiaoyong Shen +2
In this paper, we study an unconventional but practically meaningful reversibility problem of commonly used image filters. We broadly define filters as operations to smooth images…
High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits
Xiaoyong Shen, Hongyun Gao, Xin Tao +2
Estimating correspondence between two images and extracting the foreground object are two challenges in computer vision. With dual-lens smart phones, such as iPhone 7Plus and Huawe…
Convolutional Neural Pyramid for Image Processing
Xiaoyong Shen, Ying-Cong Chen, Xin Tao +1
We propose a principled convolutional neural pyramid (CNP) framework for general low-level vision and image processing tasks. It is based on the essential finding that many applica…
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen +2
We focus on the challenging task of real-time semantic segmentation in this paper. It finds many practical applications and yet is with fundamental difficulty of reducing a large p…