no code implementations • 8 Jan 2021 • Zhimin Yuan, Xiaofen Ma, Jiajin Yi, Zhengrong Luo, Jialin Peng
Semantic segmentation of electron microscopy (EM) is an essential step to efficiently obtain reliable morphological statistics.
no code implementations • 30 Nov 2019 • Zhimin Yuan, Jiajin Yi, Zhengrong Luo, Zhongdao Jia, Jialin Peng
To address these problems, we introduce a multi-task network named EM-Net, which includes an auxiliary centerline detection task to account for shape information of mitochondria represented by centerline.