Semi-supervised learning for visual relation annotation

• Main Author: Tajrobehkar, Mitra
• Other Authors: Zhang Hanwang
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/161913
• Institution: Nanyang Technological University

Due to the powerful ability to learn low-level and high-level general visual features, deep neural networks (DNNs) have been used as the basic structure in many CV applications such as object detection, semantic segmentation, relation detection, and annotation, etc. While most of the research focuse...