A Simple Framework for Text-Supervised Semantic Segmentation

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 7071 - 7080
• Main Authors: Yi, Muyang, Cui, Quan, Wu, Hao, Yang, Cheng, Yoshie, Osamu, Lu, Hongtao
• Format: Conference Proceeding
• Language: English; Japanese
• Published: IEEE 01.06.2023
• Subjects: and reasoning; Codes; Computer vision; language; Location awareness; Network architecture; Semantic segmentation; Semantics; Vision; Visualization

Text-supervised semantic segmentation is a novel research topic that allows semantic segments to emerge with image-text contrasting. However, pioneering methods could be subject to specifically designed network architectures. This paper shows that a vanilla contrastive language-image pretraining (CL...