MAUNet: Modality-Aware Anti-Ambiguity U-Net for Multi-Modality Cell Segmentation

Wangkai Li, Zhaoyang Li, Rui Sun, Huayu Mai, Naisong Luo, Yuan Wang, Yuwen Pan, Guoxin Xiong, Huakai Lai, Zhiwei Xiong, Tianzhu Zhang

Abstract: Automatic cell segmentation enjoys great popularity with the development of deep learning. However, existing methods tend to focus on the binary segmentation between foreground and background in a ...