Deep neural networks based visual object detection in videos

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...

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Bibliographic Details
Main Author: Jin, Ruibing
Other Authors: Lin Guosheng
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/144136