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A convolutional neural network for teeth margin detection on 3-dimensional dental meshes


Jul 07, 2021
Hu Chen, Hong Li, Bifu Hu, Kenan Ma, Yuchun Sun

* 11 pages, 4 figures 

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One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline


May 14, 2021
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 9 pages, 3 figures 

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IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction


Apr 03, 2021
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 10 pages, 8 figures 

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PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information


Mar 31, 2021
Linchao He, Mengting Luo, Dejun Zhang, Xiao Yang, Hu Chen, Yi Zhang

* 15 pages 

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MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising


Mar 24, 2021
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang


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ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems


Feb 17, 2021
Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang

* An improved work based on our previous Interspeech 2020 paper (https://isca-speech.org/archive/Interspeech_2020/pdfs/1020.pdf

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DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction


Feb 16, 2021
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 29 pages, 11 figures 

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LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT


Dec 13, 2020
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

* 10 pages, 11 figures 

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Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography


Oct 27, 2020
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figure 

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CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels


Oct 27, 2020
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figures 

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Learning Invariant Representation for Unsupervised Image Restoration


Mar 28, 2020
Wenchao Du, Hu Chen, Hongyu Yang


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Visual Attention Network for Low Dose CT


Oct 31, 2018
Wenchao Du, Hu Chen, Peixi Liao, Hongyu Yang, Ge Wang, Yi Zhang

* 5 pages, 6 figures 

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Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network


Aug 12, 2018
Maosong Ran, Jinrong Hu, Yang Chen, Hu Chen, Huaiqiang Sun, Jiliu Zhou, Yi Zhang

* 25 pages, 13 figures 

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LEARN: Learned Experts' Assessment-based Reconstruction Network for Sparse-data CT


Feb 10, 2018
Hu Chen, Yi Zhang, Yunjin Chen, Junfeng Zhang, Weihua Zhang, Huaiqiaing Sun, Yang Lv, Peixi Liao, Jiliu Zhou, Ge Wang

* 18 pages, 15 figures, accepted by IEEE TMI 

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Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)


Jun 11, 2017
Hu Chen, Yi Zhang, Mannudeep K. Kalra, Feng Lin, Yang Chen, Peixi Liao, Jiliu Zhou, Ge Wang

* Accepted by IEEE TMI 

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Effective face landmark localization via single deep network


Feb 09, 2017
Zongping Deng, Ke Li, Qijun Zhao, Yi Zhang, Hu Chen


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Low-dose CT denoising with convolutional neural network


Oct 02, 2016
Hu Chen, Yi Zhang, Weihua Zhang, Peixi Liao, Ke Li, Jiliu Zhou, Ge Wang

* arXiv admin note: substantial text overlap with arXiv:1609.08508 

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