Open-set pattern recognition in computer vision

• Main Author: Liang, Yuqian
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; CNN; OpenMax; Open-set
• Online Access: https://hdl.handle.net/10356/178226
• Institution: Nanyang Technological University

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...