Object counting using machine learning

• المؤلف الرئيسي: Tang, Haihan
• مؤلفون آخرون: Lin Zhiping
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162531
• المؤسسة: 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...