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Fast and Accurate Scene Parsing via Bi-direction Alignment Networks


May 25, 2021
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan

* accepted by ICIP-2021 

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MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning


Apr 25, 2021
Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang

* 17 pages, 16 figures 

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SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching


Apr 12, 2021
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang

* An extension of this paper https://link.springer.com/chapter/10.1007/978-3-030-59725-2_53 (MICCAI2020 early accept), the first two authors contributed equally. Code: https://github.com/HiLab-git/SCPM-Net 

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Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma


Dec 13, 2020
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang

* 13 pages, 3 figures 

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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation


Sep 23, 2020
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang


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Semi-supervised Medical Image Segmentation through Dual-task Consistency


Sep 09, 2020
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang

* 9 pages, 4 figures 

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Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks


Jul 07, 2020
Guotai Wang, Tao Song, Qiang Dong, Mei Cui, Ning Huang, Shaoting Zhang

* 14 pages, 10 figures 

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Mutual information neural estimation in CNN-based end-to-end medical image registration


Aug 23, 2019
Yechong Huang, Tao Song, Jieru Zhu, Wenqi Luo, Jiahang Xu, Xiahai Zhuang


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Generative Model-Based Ischemic Stroke Lesion Segmentation


Jun 06, 2019
Tao Song


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Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation


Jul 04, 2018
Tao Song, Leiyu Sun, Di Xie, Haiming Sun, Shiliang Pu

* Accepted by ECCV18 

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