Human motion tracking using deep learning

• Main Author: Peok, Qing Xiang
• Other Authors: Soong Boon Hee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/139214
• Institution: Nanyang Technological University

Tracking moving objects like pedestrian have a wide range of applications for intelligent autonomous vehicle. While object detection using modern deep learning-based approach such as Convolutional Neural Network (CNN) have advanced significantly, autonomous system such as ground mobile robots still...