Weakly-supervised semantic segmentation

• Main Author: CHEN, Zhaozheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Computer Vision; Semantic Segmentation; Weakly-Supervised Learning; Artificial Intelligence and Robotics; Computer Sciences
• Online Access: https://ink.library.smu.edu.sg/etd_coll/544; https://ink.library.smu.edu.sg/context/etd_coll/article/1542/viewcontent/GPIS_AY2019_PhD_CHEN_Zhaozheng.pdf
• Institution: Singapore Management University

Semantic segmentation is a fundamental task in computer vision that assigns a label to every pixel in an image based on the semantic meaning of the objects present. It demands a large amount of pixel-level labeled images for training deep models. Weakly-supervised semantic segmentation (WSSS) is a m...