Distance metric learning for visual recognition

• Main Author: Hu, Junlin
• Other Authors: Tan Yap Peng
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/73159
• Institution: Nanyang Technological University

How to design an effective distance function plays an important role in many computer vision and pattern recognition tasks. Over the past decade, a variety of distance metric learning algorithms have been proposed in the literature, and many of them have obtained reasonable success in various visual...