1 code implementation • 27 Mar 2024 • Zhimin Yuan, Wankang Zeng, Yanfei Su, Weiquan Liu, Ming Cheng, Yulan Guo, Cheng Wang
3D synthetic-to-real unsupervised domain adaptive segmentation is crucial to annotating new domains.
1 code implementation • 1 Jun 2021 • Yanfei Su, Weiquan Liu, Zhimin Yuan, Ming Cheng, Zhihong Zhang, Xuelun Shen, Cheng Wang
As there is a lack of 3D point clouds datasets related to the fine-grained building facade, we construct the first large-scale building facade point clouds benchmark dataset for semantic segmentation.
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 • 5 Apr 2020 • Jiajin Yi, Zhimin Yuan, Jialin Peng
To complicate matters further, supervised learning models may not generalize well on a novel dataset due to domain shift.
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.