Feature representation and learning methods in visual search applications

• Main Author: Manandhar, Dipu
• Other Authors: Yap Kim Hui
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/81689; http://hdl.handle.net/10220/47995
• Institution: Nanyang Technological University

This thesis studies and develops various image feature representation and learning methods for visual search applications. We study both handcrafted features as well as deep learning based representations. Handcrafted features based methods are light-weight and do not require large training data. Ho...