Improving white blood cells image segmentation performance under domain shift

• المؤلف الرئيسي: Duan, Bohao
• مؤلفون آخرون: Wen Bihan
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; White blood cells; U-Net image semantic segmentation; Domain shift
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176776
• المؤسسة: Nanyang Technological University

Domain shift is a phenomenon in which the distribution of the input space is shifted due to a change in the description of the observed variable or in the observing system. In this paper, the structure of white blood cells is analyzed, U-Net semantic segmentation network is constructed, and image se...