Improving white blood cells image segmentation performance under domain shift

• Main Author: Duan, Bohao
• Other Authors: Wen Bihan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; White blood cells; U-Net image semantic segmentation; Domain shift
• Online Access: https://hdl.handle.net/10356/176776
• Institution: 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...