Object counting using machine learning

• 主要作者: Tang, Haihan
• 其他作者: Lin Zhiping
• 格式: Thesis-Master by Research
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/162531
• 機構: Nanyang Technological University

In this thesis, to improve the accuracy of multi-modal crowd count estimation, a three-stream adaptive fusion network (TAFNet) and a scale-aware self-differential attention network (SDANet) are proposed. The proposed TAFNet is adopted to adaptively extract and fuse the optical information with therm...