Search Results - "Du, Shengzhi"

A novel method to reduce the motor imagery BCI illiteracy by Wang, Tingting, Du, Shengzhi, Dong, Enzeng

“…To reduce the motor imagery brain-computer interface (MI-BCI) illiteracy phenomenon and improve the classification accuracy, this paper proposed a novel method…”
Get full text

A Spatio-Temporal Capsule Neural Network with Self-Correlation Routing for EEG Decoding of Semantic Concepts of Imagination and Perception Tasks by Huang, Jianxi, Chang, Yinghui, Li, Wenyu, Tong, Jigang, Du, Shengzhi

“…Decoding semantic concepts for imagination and perception tasks (SCIP) is important for rehabilitation medicine as well as cognitive neuroscience…”
Get full text

Niching particle swarm optimization based on Euclidean distance and hierarchical clustering for multimodal optimization by Liu, Qingxue, Du, Shengzhi, van Wyk, Barend Jacobus, Sun, Yanxia

“…Multimodal optimization is still one of the most challenging tasks in the evolutionary computation field, when multiple global and local optima need to be…”
Get full text

A Review on Haptic Bilateral Teleoperation Systems by Nahri, Syeda Nadiah Fatima, Du, Shengzhi, Van Wyk, Barend Jacobus

“…In the haptic human-robot interaction systems, stability and transparency factors are critical but conflicting with one another. Ensuring safety and accuracy…”
Get full text

OMNIVIL-An Autonomous Mobile Manipulator for Flexible Production by Engemann, Heiko, Du, Shengzhi, Kallweit, Stephan, Cönen, Patrick, Dawar, Harshal

“…Flexible production is a key element in modern industrial manufacturing. Autonomous mobile manipulators can be used to execute various tasks: from logistics,…”
Get full text

Instance Segmentation Based on Improved Self-Adaptive Normalization by Yang, Sen, Wang, Xiaobao, Yang, Qijuan, Dong, Enzeng, Du, Shengzhi

“…The single batch normalization (BN) method is commonly used in the instance segmentation algorithms. The batch size is concerned with some drawbacks. A too…”
Get full text

Design of a Multi-Robot System for Wind Turbine Maintenance by Franko, Josef, Du, Shengzhi, Kallweit, Stephan, Duelberg, Enno, Engemann, Heiko

“…The maintenance of wind turbines is of growing importance considering the transition to renewable energy. This paper presents a multi-robot-approach for…”
Get full text

Vision Transformers for Anomaly Detection and Localisation in Leather Surface Defect Classification Based on Low-Resolution Images and a Small Dataset by Smith, Antony Douglas, Du, Shengzhi, Kurien, Anish

“…Genuine leather manufacturing is a multibillion-dollar industry that processes animal hides from varying types of animals such as sheep, alligator, goat,…”
Get full text

A Method to Enhance Web Service Clustering by Integrating Label-Enhanced Functional Semantics and Service Collaboration by Liu, Qingxue, Wang, Lifang, Du, Shengzhi, Van Wyk, Barend Jacobus

“…In Web service clustering, the service function vector (SFV) directly determines the quality of service (QoS) clustering. To improve service clustering…”
Get full text

Introducing chaos behavior to kernel relevance vector machine (RVM) for four-class EEG classification by Dong, Enzeng, Zhu, Guangxu, Chen, Chao, Tong, Jigang, Jiao, Yingjie, Du, Shengzhi

“…This paper addresses a chaos kernel function for the relevance vector machine (RVM) in EEG signal classification, which is an important component of…”
Get full text

Severity Classification of Parkinson’s Disease Based on Permutation-Variable Importance and Persistent Entropy by Tong, Jigang, Zhang, Jiachen, Dong, Enzeng, Du, Shengzhi

“…Parkinson’s disease (PD) is a neurodegenerative disease that causes chronic and progressive motor dysfunction. As PD progresses, patients show different…”
Get full text

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,…”
Get full text

Modeling, Synchronization, and FPGA Implementation of Hamiltonian Conservative Hyperchaos by Chen, Zengqiang, Du, Shengzhi, Jiao, Xiaodong, Dong, Enzeng, Qi, Guoyuan

“…Conservative chaotic systems have potentials in engineering application because of their superiority over the dissipative systems in terms of ergodicity and…”
Get full text

Comparison of Domain Selection Methods for Multi-Source Manifold Feature Transfer Learning in Electroencephalogram Classification by Maswanganyi, Rito Clifford, Tu, Chungling, Owolawi, Pius Adewale, Du, Shengzhi

“…Transfer learning (TL) utilizes knowledge from the source domain (SD) to enhance the classification rate in the target domain (TD). It has been widely used to…”
Get full text

Statistical Evaluation of Factors Influencing Inter-Session and Inter-Subject Variability in EEG-Based Brain Computer Interface by Maswanganyi, Rito Clifford, Tu, Chunling, Owolawi, Pius Adewale, Du, Shengzhi

“…A cognitive alteration in the form of diverse mental states has a significant impact on the performance of electroencephalography (EEG) based brain computer…”
Get full text

Multi-Class Transfer Learning and Domain Selection for Cross-Subject EEG Classification by Maswanganyi, Rito Clifford, Tu, Chungling, Owolawi, Pius Adewale, Du, Shengzhi

“…Transfer learning (TL) has been proven to be one of the most significant techniques for cross-subject classification in electroencephalogram (EEG)-based…”
Get full text

The Sense of Agency in Human–Machine Interaction Systems by Yu, Hui, Du, Shengzhi, Kurien, Anish, van Wyk, Barend Jacobus, Liu, Qingxue

“…Human–Machine Interaction (HMI) systems are integral to various domains and rely on human operators for effective performance. The sense of agency (SoA) is…”
Get full text

Moving vehicle tracking based on improved tracking–learning–detection algorithm by Enzeng Dong, Mengtao Deng, Jigang Tong, Chao Jia, Shengzhi Du

“…This study addresses the tracking–learning–detection (TLD) algorithm for long‐term single‐target tracking of moving vehicle from video streams. The problems…”
Get full text

A Survey of Pressure Control Approaches in Water Supply Systems by Mosetlhe, Thapelo C., Hamam, Yskandar, Du, Shengzhi, Monacelli, Eric

“…Pressure control in water distribution networks (WDNs) provides an avenue for improving both their sustainability and reliability. The complexities of the…”
Get full text

Infrared target extraction based on immune extension neural network by Dong, Enzeng, Jian, Hao, Du, Shengzhi, Dong, Chun

“…This paper addresses the difficulties of target extraction from low contrast low resolution infrared images. The extension neural network is integrated with…”
Get full text