Weakly-supervised learning for video understanding

• Main Author: Deng, Dingfan
• Other Authors: Tan Yap Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/168218
• Institution: Nanyang Technological University

Weakly supervised video segmentation is a challenging but meaningful task, which aims to achieve automatic video segmentation by using less annotation data, such as segment-level annotation of video or region-level annotation of video. Although the annotation workload is reduced, the existing weakly...