Search Results - "Xi, Xugang"

Chinese sign language recognition based on surface electromyography and motion information by Li, Wenyu, Luo, Zhizeng, Li, Wenguo, Xi, Xugang

“…Sign language (SL) has strong structural features. Various gestures and the complex trajectories of hand movements bring challenges to sign language…”
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Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors by Xi, Xugang, Tang, Minyan, Miran, Seyed M, Luo, Zhizeng

“…As an essential subfield of context awareness, activity awareness, especially daily activity monitoring and fall detection, plays a significant role for…”
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Gesture Recognition Based on Multiscale Singular Value Entropy and Deep Belief Network by Li, Wenguo, Luo, Zhizeng, Jin, Yan, Xi, Xugang

“…As an important research direction of human-computer interaction technology, gesture recognition is the key to realizing sign language translation. To improve…”
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Feature-Level Fusion of Surface Electromyography for Activity Monitoring by Xi, Xugang, Tang, Minyan, Luo, Zhizeng

“…Surface electromyography (sEMG) signals are commonly used in activity monitoring and rehabilitation applications as they reflect effectively the motor…”
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Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy by Wang, Ting, Tang, Jianpeng, Xi, Xugang, Peng, Yong, Wang, Maofeng, Li, Lihua

“…This study aims to explore alterations in corticomuscular and cortical coupling during the rehabilitation of stroke patients. We initiated the analysis by…”
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Surface electromyography signal denoising via EEMD and improved wavelet thresholds by Sun, Ziyang, Xi, Xugang, Yuan, Changmin, Yang, Yong, Hua, Xian

“…The acquisition of good surface electromyography (sEMG) is an important prerequisite for correct and timely control of prosthetic limb movements. sEMG is…”
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White matter microstructure alterations in idiopathic restless legs syndrome: a study combining crossing fiber-based and tensor-based approaches by Xue, Yibo, Xie, Sangma, Wang, Xunheng, Xi, Xugang, Liu, Chunyan

“…Introduction Restless legs syndrome (RLS) is a common sensorimotor disorder characterized by an irrepressible urge to move the legs and frequently accompanied…”
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Joint Filter-Band-Combination and Multi-view CNN for Electroencephalogram Decoding by Fan, Zhuyao, Xi, Xugang, Gao, Yunyuan, Wang, Ting, Fang, Feng, Houston, Michael, Zhang, Yingchun, Li, Lihua, Lu, Zhong

“…Motor imagery (MI) electroencephalogram (EEG) signals have an important role in brain-computer interface (BCI) research. However, effectively decoding these…”
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Attribute-Enhanced Capsule Network for Pulmonary Nodule Classification by Xu, Yang, She, Qingshan, Sun, Songkai, Xi, Xugang, Du, Shengzhi

“…Purpose Most pulmonary nodule classification methods solely rely on nodule images without considering the corresponding attribute information. Additionally,…”
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Denoising of surface electromyogram based on complementary ensemble empirical mode decomposition and improved interval thresholding by Xi, Xugang, Zhang, Yan, Zhao, Yunbo, She, Qingshan, Luo, Zhizeng

“…Surface electromyogram (sEMG) signals are physiological signals that are widely applied in certain fields. However, sEMG signals are frequently corrupted by…”
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SEMG-based multifeatures and predictive model for knee-joint-angle estimation by Yang, Chen, Xi, Xugang, Chen, Sijia, Miran, Seyed M., Hua, Xian, Luo, Zhizeng

“…Surface electromyography (sEMG) signals are commonly used in activity monitoring and rehabilitation training as they reflect effectively the motor intentions…”
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Recognition of regions of stroke injury using multi-modal frequency features of electroencephalogram by Jin, Yan, Li, Jing, Fan, Zhuyao, Hua, Xian, Wang, Ting, Du, Shunlan, Xi, Xugang, Li, Lihua

“…Nowadays, increasingly studies are attempting to analyze strokes in advance. The identification of brain damage areas is essential for stroke rehabilitation…”
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EEG-Based Emotion Classification Using Improved Cross-Connected Convolutional Neural Network by Dai, Jinxiao, Xi, Xugang, Li, Ge, Wang, Ting

“…The use of electroencephalography to recognize human emotions is a key technology for advancing human–computer interactions. This study proposes an improved…”
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Evaluation of movement functional rehabilitation after stroke: A study via graph theory and corticomuscular coupling as potential biomarker by Hua, Xian, Li, Jing, Wang, Ting, Wang, Junhong, Pi, Shaojun, Li, Hangcheng, Xi, Xugang

“…Changes in the functional connections between the cerebral cortex and muscles can evaluate motor function in stroke rehabilitation. To quantify changes in…”
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Investigation of Corticomuscular Functional Coupling during Hand Movements Using Vine Copula by Ye, Fei, Ding, JinSuo, Chen, Kai, Xi, Xugang

“…Corticomuscular functional coupling reflects the neuronal communication between cortical oscillations and muscle activity. Although the motor cortex is…”
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Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Plantar Pressure by Miran, Seyed M., Lv, Z., Jiang, Wenjun, Xi, Xugang, Luo, Zhizeng

“…Falls among the elderly comprise a major health problem. Daily activity monitoring and fall detection using wearable sensors provide an important healthcare…”
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Analysis of corticomuscular connectivity during walking using vine copula by Chen, Xiebing, Ma, Yuliang, Liu, Xiaoyun, Kong, Wanzeng, Xi, Xugang

“…Corticomuscular connectivity plays an important role in the neural control of human motion. This study recorded electroencephalography (EEG) and surface…”
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Model-Based Network Scheduling and Control for Systems over the IEEE 802.15.4 Network by Zhao, Yunbo, Xu, Deheng, He, Jiangtao, Xi, Xugang, Kang, Yu

“…The scheduling and control of a class of wireless networked control system is investigated, whose control loop is closed via a shared IEEE 802.15.4 wireless…”
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Surface Electromyography Based Estimation of Knee Joint Angle by Using Correlation Dimension of Wavelet Coefficient by Wang, Junhong, Wang, Lipeng, Miran, Seyed M., Xi, Xugang, Xue, Anke

“…In this paper, we propose a regression model to establish a relationship between surface electromyography (sEMG) and knee joint angles. In this model, the…”
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Altered Functional Connectivity and Complexity in Major Depressive Disorder after Musical Stimulation by Qiu, Pintao, Dai, Jinxiao, Wang, Ting, Li, Hangcheng, Ma, Cunbin, Xi, Xugang

“…Major depressive disorder (MDD) is a common mental illness. This study used electroencephalography (EEG) to explore the effects of music therapy on brain…”
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