Adaptive Pyramid Context Network for Semantic Segmentation

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 7511 - 7520
• Main Authors: He, Junjun, Deng, Zhongying, Zhou, Lei, Wang, Yali, Qiao, Yu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2019
• Subjects: Adaptive systems; Benchmark testing; Computer vision; Deep Learning; Grouping and Shape; Image representation; Image segmentation; Pattern recognition; Segmentation; Semantics; Vision Applications and Systems

Recent studies witnessed that context features can significantly improve the performance of deep semantic segmentation networks. Current context based segmentation methods differ with each other in how to construct context features and perform differently in practice. This paper firstly introduces t...