Human pose estimation using deep learning

• Main Author: Ye, Xingyuan
• Other Authors: Yap Kim Hui
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/167884
• Institution: Nanyang Technological University

The objective of human pose estimation (HPE) is to predict the positional coordinates of body keypoints in images. While there has been significant progress in HPE, certain challenges persist, causing the prediction of false-positive keypoints with considerable confidence. This problem may cause man...