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DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

Oct 13, 2020
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at IEEE-TMI 2020 

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Contrastive Rendering for Ultrasound Image Segmentation

Oct 10, 2020
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni

* 10 pages, 5 figures, 2 tables, 13 references 

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Weakly-supervised Salient Instance Detection

Sep 29, 2020
Xin Tian, Ke Xu, Xin Yang, Baocai Yin, Rynson W. H. Lau

* BMVC 2020, best student paper runner-up 

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Style-invariant Cardiac Image Segmentation with Test-time Augmentation

Sep 24, 2020
Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni

* Accepted by MICCAI STACOM 2020 

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TENet: Triple Excitation Network for Video Salient Object Detection

Aug 30, 2020
Sucheng Ren, Chu Han, Xin Yang, Guoqiang Han, Shengfeng He


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Designing Neural Networks for Real-Time Systems

Aug 26, 2020
Hammond Pearce, Xin Yang, Partha S. Roop, Marc Katzef, Tórur Biskopstø Strøm

* 4 pages, 2 figures. IEEE Embedded Systems Letters, 2020 

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Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

Jul 31, 2020
Junxiong Yu, Chaoyu Chen, Xin Yang, Yi Wang, Dan Yan, Jianxing Zhang, Dong Ni

* Early Accepted by MICCAI 2020 

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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound

Jul 30, 2020
Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni

* Early accepted by MICCAI 2020 

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A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging

May 07, 2020
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Elodie Puybareau, Younes Khoudli, Thierry Geraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Menyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nunez-Garcia, Oscar Camara, Nicolo Savioli, Pablo Lamata, Jichao Zhao


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Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes

Apr 28, 2020
Xin Yang, Xu Wang, Yi Wang, Haoran Dou, Shengli Li, Huaxuan Wen, Yi Lin, Pheng-Ann Heng, Dong Ni

* Accepted by Computer Methods and Programs in Biomedicine 

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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Apr 27, 2020
Haoran Dou, Davood Karimi, Caitlin K. Rollins, Cynthia M. Ortinau, Lana Vasung, Clemente Velasco-Annis, Abdelhakim Ouaalam, Xin Yang, Dong Ni, Ali Gholipour

* 10 pages, 6 figures, 3 tables 

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Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs

Apr 01, 2020
Jiamin Liang, Xin Yang, Haoming Li, Yi Wang, Manh The Van, Haoran Dou, Chaoyu Chen, Jinghui Fang, Xiaowen Liang, Zixin Mai, Guowen Zhu, Zhiyi Chen, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound

Apr 01, 2020
Chaoyu Chen, Xin Yang, Ruobing Huang, Wenlong Shi, Shengfeng Liu, Mingrong Lin, Yuhao Huang, Yong Yang, Yuanji Zhang, Huanjia Luo, Yankai Huang, Yi Xiong, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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Sketching Transformed Matrices with Applications to Natural Language Processing

Feb 23, 2020
Yingyu Liang, Zhao Song, Mengdi Wang, Lin F. Yang, Xin Yang

* AISTATS 2020 

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Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer

Feb 14, 2020
Zhendong Liu, Xin Yang, Rui Gao, Shengfeng Liu, Haoran Dou, Shuangchi He, Yuhao Huang, Yankai Huang, Huanjia Luo, Yuanji Zhang, Yi Xiong, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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One-Shot Imitation Filming of Human Motion Videos

Dec 23, 2019
Chong Huang, Yuanjie Dang, Peng Chen, Xin Yang, Kwang-Ting, Cheng

* 10 pages, 9 figures 

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Adaptive Densely Connected Super-Resolution Reconstruction

Dec 18, 2019
Tangxin Xie, Xin Yang, Yu Jia, Chen Zhu, Xiaochuan Li


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FetusMap: Fetal Pose Estimation in 3D Ultrasound

Oct 11, 2019
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng

* 9 pages, 6 figures, 2 tables. Accepted by MICCAI 2019 

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Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound

Oct 10, 2019
Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni

* 9 pages, 5 figures, 1 table. Accepted by MICCAI 2019 (oral) 

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Where Is My Mirror?

Oct 03, 2019
Xin Yang, Haiyang Mei, Ke Xu, Xiaopeng Wei, Baocai Yin, Rynson W. H. Lau

* Accepted by ICCV 2019. Project homepage: https://mhaiyang.github.io/ICCV2019_MirrorNet/index.html 

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Celeb-DF: A New Dataset for DeepFake Forensics

Oct 02, 2019
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu


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Total Least Squares Regression in Input Sparsity Time

Sep 27, 2019
Huaian Diao, Zhao Song, David P. Woodruff, Xin Yang


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Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes

Aug 31, 2019
Xu Wang, Xin Yang, Haoran Dou, Shengli Li, Pheng-Ann Heng, Dong Ni

* Accepted by IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2019 

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Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images

Aug 30, 2019
Jiexiang Wang, Cheng Bian, Meng Li, Xin Yang, Kai Ma, Wenao Ma, Jin Yuan, Xinghao Ding, Yefeng Zheng


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Urban flows prediction from spatial-temporal data using machine learning: A survey

Aug 26, 2019
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang


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DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors

Aug 23, 2019
Xin Yang, Haiyang Mei, Jiqing Zhang, Ke Xu, Baocai Yin, Qiang Zhang, Xiaopeng Wei

* IEEE Transactions on Multimedia ( Volume: 21 , Issue: 2 , Feb. 2019 ) 328 - 337 

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