Deep neural networks based visual object detection in videos

• Main Author: Jin, Ruibing
• Other Authors: Lin Guosheng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/144136
• Institution: Nanyang Technological University

As a fundamental task in computer vision, object detection is to locate visual objects of pre-defined classes in instance level. Most existing object detection methods are proposed for static images, which usually try to utilize visual information to accurately locate and recognize an object. It is...