CGNet: A Light-weight Context Guided Network for Semantic Segmentation

• Published in: IEEE transactions on image processing Vol. 30; p. 1
• Main Authors: Wu, Tianyi, Tang, Sheng, Rui, Zhang, Cao, Juan, Zhang, Yongdong
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.01.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Computational modeling; Computer architecture; Context; Context Guided; Context modeling; Electronic devices; Global Context; Image segmentation; Mathematical models; Memory devices; Mobile handsets; Parameters; Post-production processing; Predictive models; Semantic Segmentation; Semantics; Surrounding Context

The demand of applying semantic segmentation model on mobile devices has been increasing rapidly. Current state-of-the-art networks have enormous amount of parameters hence unsuitable for mobile devices, while other small memory footprint models follow the spirit of classification network and ignore...