Object detection with deep neural networks under constrained scenarios

• Main Author: Zhang, Gongjie
• Other Authors: Lu Shijian
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/164687
• Institution: Nanyang Technological University

Object detection, which aims to recognize and locate objects within images using bounding boxes, is one of the most fundamental tasks in computer vision. Object detection forms the basis for many other computer vision tasks and has extensive use cases, such as autonomous driving, surveillance, robot...