Extreme learning machine (ELM) methods for pedestrian detection

• Main Author: Song, Qiaozhi
• Other Authors: Huang Guangbin
• Format: Final Year Project
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/68304
• Institution: Nanyang Technological University

As a significant part of computer vision, pedestrian detection is a popular filed of research. The application of surveillance videos also becomes attractive due to the increasing safety concerns. In this project, an extreme learning machine based pedestrian detector is built for surveillance purpos...