Advanced topics in learning to hash for large-scale retrieval

• المؤلف الرئيسي: Huang, Long-Kai
• مؤلفون آخرون: Sinno Jialin Pan
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139943

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...