Advanced topics in learning to hash for large-scale retrieval

• 主要作者: Huang, Long-Kai
• 其他作者: Sinno Jialin Pan
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/139943
• 機構: 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...