no code implementations • 9 Mar 2019 • Mingming Lu, Dingwu Tan, Naixue Xiong, Zailiang Chen, Haifeng Li
The online programing services, such as Github, TopCoder, and EduCoder, have promoted a lot of social interactions among the service users.
no code implementations • 18 Apr 2019 • Qing Liu, Xiaopeng Hong, Wei Ke, Zailiang Chen, Beiji Zou
In this paper, we propose a novel segmentation approach, named Cartesian-polar dual-domain network (DDNet), which for the first time considers the complementary of the Cartesian domain and the polar domain.
no code implementations • 11 Sep 2019 • Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang
In each branch, the input feature map is deduced into an enhancement map and a mask map, thereby highlighting the most discriminative parts or hiding them.
no code implementations • 26 Sep 2019 • Yukun Zhou, Zailiang Chen, Hailan Shen, Xianxian Zheng, Rongchang Zhao, Xuanchu Duan
In this work, we present an end-to-end synthetic neural network, containing a symmetric equilibrium generative adversarial network (SEGAN), multi-scale features refine blocks (MSFRB), and attention mechanism (AM) to enhance the performance on vessel segmentation.
no code implementations • ECCV 2020 • Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li
Today's computer-aided diagnosis (CAD) model is still far from the clinical practice of glaucoma detection, mainly due to the training bias originating from 1) the normal-abnormal class imbalance and 2) the rare but significant hard samples in fundus images.
1 code implementation • ECCV 2020 • Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Yukun Zhou, Rongchang Zhao
Intra-category structure penalizes the structured relations in samples from the same category and inter-category structure focuses on cross-category relations at a category level.