Self-supervised learning for multi-person pose estimation and tracking in videos

• Main Author: Tan, Jia Min
• Other Authors: Li Boyang
• Format: Student Research Poster
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/170731
• Institution: Nanyang Technological University

Self-supervised learning in video involves learning representations without using high-cost labels, which allows us to utilise the vast amount of free unlabelled videos available. As videos are particularly rich in spatio-temporal information, the representations learnt are useful in many downstrea...