Video surveillance system for human detection

• Main Author: Xu, Wanxin
• Other Authors: Chau Lap Pui
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/72557
• Institution: Nanyang Technological University

The problem I need to solve is the pedestrian detection in campus monitor. Computer vision studies based on deep learning algorithm provide relatively precise result for frame and video detection. Among all kinks of deep learning frameworks and algorithms, Caffe and Faster R-CNN perform outstandingl...