Advanced topics in learning to hash for large-scale retrieval

• Main Author: Huang, Long-Kai
• Other Authors: Sinno Jialin Pan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/139943
• Institution: Nanyang Technological University

Learning to hash has become a crucial technique to analyze the dramatically increasing data engaged in machine learning or computer vision applications. As hashing methods are applied in large-scale applications, their training often faces assorted challenges from the training data such as the huge...