Pyramid Scene Parsing Network

• Published in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 6230 - 6239
• Main Authors: Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2017
• Subjects: Automobiles; Convolution; Feature extraction; Image segmentation; Neural networks; Semantics

Scene parsing is challenging for unrestricted open vocabulary and diverse scenes. In this paper, we exploit the capability of global context information by different-region-based context aggregation through our pyramid pooling module together with the proposed pyramid scene parsing network (PSPNet)....