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A Real-time Human Activity Recognition Approach with Generalization Performance 会议论文
Proceedings of the 39th Chinese Control Conference, CCC 2020, Shenyang, China, July 27-29, 2020
Authors:  Wei, Shi-Jie;  Zhang B(张弼);  Tan XW(谈晓伟);  Zhao XG(赵新刚);  Ye D(叶丹)
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Human Activity Recognition  Feature Selection  Generalization Performance  Real-time Performance  Transfer Learning  
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
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motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
Continuous human gait tracking using sEMG signals 会议论文
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉)(,21);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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A computer-aided diagnosis system for brain magnetic resonance imaging images using a novel differential feature neural network 期刊论文
Computers in Biology and Medicine, 2020, 卷号: 121, 页码: 1-11
Authors:  Huang Z(黄钲);  Xu, Han;  Su S(苏顺);  Wang TY(王天宇);  Luo Y(罗阳);  Zhao XG(赵新刚);  Liu YH(刘云会);  Song GL(宋国立);  Zhao YW(赵忆文)
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Brain tumor diagnosis  Differential feature neural network  Magnetic resonance imaging  
A Noninvasive System for the Automatic Detection of Gliomas Based on Hybrid Features and PSO-KSVM 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 13842-13855
Authors:  Song GL(宋国立);  Huang Z(黄钲);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Liu YH(刘云会);  Bao, Min;  Han JD(韩建达);  Li P(李鹏)
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Modified CLBP  PSO-KSVM  Glioma detection  hybrid features  skull removal  
A Noninvasive System for Gliomas Diagnosis Based on Tamura Texture, Discrete Wavelet Transformation and Pyramid Histogram of Oriented Gradient 会议论文
Proceedings of 9th IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, Suzhou, China, July 29 - August 2, 2019
Authors:  Huang Z(黄钲);  Ke, Wenbing;  Zhang, Zhenyu;  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Song GL(宋国立)
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Gliomas Diagnosis  Support Vector Machine  Ant Colony Algorithm  Discrete Wavelet Transformation  
An Automatic System for Smile Recognition Based on CNN and Face Detection 会议论文
Proceedings of the 2018 IEEE International Conference on Robotics and Biomimetics, Kuala Lumpur, Malaysia, December 12-15, 2018
Authors:  Qu DY(屈丹阳);  Huang Z(黄钲);  Gao ZY(高振远);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Song GL(宋国立)
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CNN  Face detection  Smile recognition  
Comparisons on different sEMG-features with Dimension-reduction methods in Hand Motion Recognition 会议论文
IEEE ICARM 2016 - 2016 INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM), Macau, PEOPLES R CHINA, Augest 18-20, 2016
Authors:  Li ZY(李自由);  Zhao XG(赵新刚);  Han JD(韩建达);  Liu GJ(刘光军)
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Semg  Feature Extraction  Dimension-reduction Method  Motion Recognition  
基于单通道sEMG分解的手部动作识别方法 期刊论文
机械工程学报, 2016, 卷号: 52, 期号: 7, 页码: 6-13
Authors:  熊安斌;  丁其川;  赵新刚;  韩建达;  刘光军
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表面肌电信号  运动单元动作电位序列  分层聚类  主元分析支持向量机  
基于表面肌电的运动意图识别方法研究及应用综述 期刊论文
自动化学报, 2016, 卷号: 42, 期号: 1, 页码: 13-25
Authors:  丁其川;  熊安斌;  赵新刚;  韩建达
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表面肌电信号  人机交互  运动识别  刚度估计  自然控制