Real-world object detection

• Main Author: Zang, Yuhang
• Other Authors: Chen Change Loy
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/171489
• Institution: Nanyang Technological University

Object detection is a fundamental computer vision task that estimates object classification labels and location coordinates in images. Previous studies have consistently boosted the performance of object detectors. However, the real-world scenario introduces significant obstacles that hinder their o...