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Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
Authors:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  Favorite  |  View/Download：28/6  |  Submit date：2023/01/17
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
Authors:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
Adobe PDF(4352Kb)  |  Favorite  |  View/Download：117/13  |  Submit date：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
3D Shape Reconstruction of Lumbar Vertebra From Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1124-1133
Authors:  Longwei Fang;  Zuowei Wang;  Zhiqiang Chen;  Fengzeng Jian;  Shuo Li;  Huiguang He
Adobe PDF(5814Kb)  |  Favorite  |  View/Download：63/12  |  Submit date：2021/03/11
2D/2D registration  2D/3D registration  3D reconstruction  vertebra model  X-ray image  
3D Shape Reconstruction of Lumbar Vertebra from Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2019, 卷号: 7, 期号: 10, 页码: 1-10
Authors:  Fang, Longwei;  Wang, Zuowei;  Chen, Zhiqiang;  Jian, Fengzeng;  Li, Shuo;  He, Huiguang
Adobe PDF(5609Kb)  |  Favorite  |  View/Download：249/72  |  Submit date：2019/07/01
3d Reconstruction  Vertebra Model  X-ray Image  2d/3d Registration  2d/2d Registration  
Multi-label Semantic Decoding from Human Brain Activity 会议论文
, Beijing, China, 2018
Authors:  Dan Li;  Changde Du;  Lijie Huang;  Zhiqiang Chen;  Huiguang He
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Improving Image Classification Performance with Automatically Hierarchical Label Clustering 会议论文
2018 24th International Conference on Pattern Recognition (ICPR), Beiing, China, 2018-8
Authors:  Chen, Zhiqiang;  Du, Changde;  Huang, Lijie;  Li, Dan;  He,Huiguang
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classification，deep neural network, label clustering  
基于机器学习和几何变换的实时 2D/3D 脊椎配准 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 7, 页码: 1183-1194
Authors:  陈智强;  王作伟;  方龙伟;  菅凤增;  吴毅红;  李硕;  何晖光
Adobe PDF(6328Kb)  |  Favorite  |  View/Download：133/30  |  Submit date：2021/01/27
2D/3D 配准, 机器学习, 几何变换, 统计形状模型, 实时  
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children 期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
Authors:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
Adobe PDF(6672Kb)  |  Favorite  |  View/Download：452/148  |  Submit date：2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
Alteration of gray matter texture features over the whole brain in medication-overuse headache using a 3-dimentional texture analysis 期刊论文
JOURNAL OF HEADACHE AND PAIN, 2017, 卷号: 18, 期号: 18, 页码: 112
Authors:  Chen, Zhiye;  Chen, Xiaoyan;  Chen, Zhiqiang;  Liu, Mengqi;  He, Huiguang;  Ma, Lin;  Yu, Shengyuan
Favorite  |  View/Download：188/0  |  Submit date：2018/02/14
Magnetic Resonance Imaging  Medication-overuse Headache  Migraine  Texture Analysis  Voxel-based Gray-level Co-occurrence Matrix  
Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 63, 期号: *, 页码: 601-611
Authors:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang
View  |  Adobe PDF(1101Kb)  |  Favorite  |  View/Download：457/144  |  Submit date：2017/02/14
Tourette Syndrome  Dti  Tbss  Svm  Mkl