188 citations · 209 across the 4 of their papers we have counts for
4 papers
Pyramid U-Net for Retinal Vessel Segmentation
Jiawei Zhang, Yanchun Zhang, Xiaowei Xu
Retinal blood vessel can assist doctors in diagnosis of eye-related diseases such as diabetes and hypertension, and its segmentation is particularly important for automatic retinal…
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation
Jiawei Zhang, Yanchun Zhang, Xiaowei Xu
Semantic image segmentation aims to obtain object labels with precise boundaries, which usually suffers from overfitting. Recently, various data augmentation strategies like region…
THCluster: herb supplements categorization for precision traditional Chinese medicine
Chunyang Ruan, Ye Wang, Yanchun Zhang +5
There has been a continuing demand for traditional and complementary medicine worldwide. A fundamental and important topic in Traditional Chinese Medicine (TCM) is to optimize the…
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation
Jiawei Zhang, Yuzhen Jin, Jilan Xu +2
Biomedical image segmentation plays a central role in quantitative analysis, clinical diagnosis, and medical intervention. In the light of the fully convolutional networks (FCN) an…