Multi-view fusion and machine learning in hand pose estimation from depth images

• Main Author: Ong, Bee Lee
• Other Authors: Lin Feng
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: http://hdl.handle.net/10356/74239
• Institution: Nanyang Technological University

This project studies an approach to hand pose estimation that relies on convolutional neural network. In the recent years, hand pose estimation has been the subject of extensive research, with data-driven approaches appearing as the preferred method to perform the complex task of regressing a hand p...