A study on open set recognition methods

• 主要作者: Sun, Xin
• 其他作者: Ling Keck Voon
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/152461
• 機構: Nanyang Technological University

Deep learning has achieved state-of-the-art performance in many computer vision tasks, but there are still multiple challenges when applying deep learning to real-world problems. One typical challenge is that incomplete knowledge exists during the training phase, and an unknown sample may be fed int...