Open-set pattern recognition in computer vision

• المؤلف الرئيسي: Liang, Yuqian
• مؤلفون آخرون: Mao Kezhi
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; CNN; OpenMax; Open-set
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/178226

In traditional classification or recognition tasks in the field of Computer Vision, people assume that all test sample classes are first encountered during training, which is unrealistic. Open Set Recognition aims to reject unknown classes and correctly classify known classes during testing. This...