Xiaojun Yu

Orcid: 0000-0001-7361-0780

Affiliations:
  • Northwestern Polytechnical University, School of Automation, Xi'an, China
  • Nanyang Technological University, Singapore (PhD 2015)


According to our database1, Xiaojun Yu authored at least 51 papers between 2013 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Maximizing the performance of reverse distillation in anomaly detection.
Neurocomputing, 2026

LED-Net: A lightweight and efficient dual-branch convolutional neural network for high-performance fruit tree branches semantic segmentation on mobile devices.
Expert Syst. Appl., 2026

Motor imagery classification using parallel convolution transformer based feature extraction and RSA optimized ridge ELM classifier.
Biomed. Signal Process. Control., 2026

2025
Brain-Controlled Wheeled Mobile Robots: A Framework Combining Probabilistic Brain-Computer Interface and Model Predictive Control.
IEEE Trans. Cybern., September, 2025

MCFPred: A Novel Multichannel Signal Adaptive Fusion Framework for Fault Diagnosis in Hydraulic Systems.
IEEE Trans. Instrum. Meas., 2025

ESC-DRKD: Enhanced skip connection-based direct reverse knowledge distillation for medical image anomaly detection.
Neurocomputing, 2025

A dual reverse distillation scheme for image anomaly detection.
Neurocomputing, 2025

MT-MVSNet: A lightweight and highly accurate convolutional neural network based on mobile transformer for 3D reconstruction of orchard fruit tree branches.
Expert Syst. Appl., 2025

DFF-Mono:A lightweight self-supervised monocular depth estimation method based on dual-branch feature fusion.
Displays, 2025

TriNet: A Hybrid Feature Integration Approach for Motor Imagery Classification in Brain-Computer Interface.
IEEE Access, 2025

Robotics Integrated Design and Practice
WorldScientific, ISBN: 9789819810260, 2025

2024
Transforming Motor Imagery Analysis: A Novel EEG Classification Framework Using AtSiftNet Method.
Sensors, October, 2024

A novel precisely designed compact convolutional EEG classifier for motor imagery classification.
Signal Image Video Process., June, 2024

Intelligent Fault Diagnosis of Hydraulic Systems Based on Multisensor Fusion and Deep Learning.
IEEE Trans. Instrum. Meas., 2024

A RRT based path planning scheme for multi-DOF robots in unstructured environments.
Comput. Electron. Agric., 2024

Dual blind-spot network for self-supervised denoising in OCT images.
Biomed. Signal Process. Control., 2024

2023
Loss-balanced parallel decoding network for retinal fluid segmentation in OCT.
Comput. Biol. Medicine, October, 2023

A generative adversarial network with multi-scale convolution and dilated convolution res-network for OCT retinal image despeckling.
Biomed. Signal Process. Control., 2023

2022
Computerized Multidomain EEG Classification System: A New Paradigm.
IEEE J. Biomed. Health Informatics, 2022

Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks.
IEEE Trans. Cogn. Dev. Syst., 2022

Exploiting Asymmetric EEG Signals with EFD in Deep Learning Domain for Robust BCI.
Symmetry, 2022

A multi-scale generative adversarial network for real-world image denoising.
Signal Image Video Process., 2022

A real-time branch detection and reconstruction mechanism for harvesting robot via convolutional neural network and image segmentation.
Comput. Electron. Agric., 2022

Division-merge based inverse kinematics for multi-DOFs humanoid robots in unstructured environments.
Comput. Electron. Agric., 2022

An extended computer-aided diagnosis system for multidomain EEG classification.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022

Improved Motion Planning Algorithms Based on Rapidly-exploring Random Tree: A Review.
Proceedings of the 8th International Conference on Communication and Information Processing, 2022

2021
Simultaneous stable control of temperature field distribution uniformity and consistency for multi-temperature zone systems.
Trans. Inst. Meas. Control, 2021

A New Framework for Automatic Detection of Motor and Mental Imagery EEG Signals for Robust BCI Systems.
IEEE Trans. Instrum. Meas., 2021

Toward the Development of Versatile Brain-Computer Interfaces.
IEEE Trans. Artif. Intell., 2021

Exploiting dimensionality reduction and neural network techniques for the development of expert brain-computer interfaces.
Expert Syst. Appl., 2021

A lab-customized autonomous humanoid apple harvesting robot.
Comput. Electr. Eng., 2021

Inertial-Kinect Fusion for Robot Navigation based on the Extended Kalman Filter.
Proceedings of the IECON 2021, 2021

2020
Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index.
Sensors, 2020

2019
Estimation of Refractive Index for Biological Tissue Using Micro-Optical Coherence Tomography.
IEEE Trans. Biomed. Eng., 2019

Positioning, Navigation, and Book Accessing/Returning in an Autonomous Library Robot using Integrated Binocular Vision and QR Code Identification Systems.
Sensors, 2019

Automatic evaluation of stratum basale and dermal papillae using ultrahigh resolution optical coherence tomography.
Biomed. Signal Process. Control., 2019

Feasibility evaluation of micro-optical coherence tomography (μOCT) for rapid brain tumor type and grade discriminations: μOCT images versus pathology.
BMC Medical Imaging, 2019

Nondestructive Measurement of Conformal Coating Thickness on Printed Circuit Board With Ultra-High Resolution Optical Coherence Tomography.
IEEE Access, 2019

Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain-Computer Interfaces.
IEEE Access, 2019

Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform.
IEEE Access, 2019

On-Line Gait Adjustment for Humanoid Robot Robust Walking Based on Divergence Component of Motion.
IEEE Access, 2019

Non-Invasive Discrimination of Colorectal Adenomas and Non-Neoplastic Polyps with Micro-Optical Coherence Tomography Imaging.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

High-Speed Three-Dimensional Glioma Morphology Imaging and Grade Discrimination using Micro-Optical Coherence Tomography.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

2018
A two-step iteration mechanism for speckle reduction in optical coherence tomography.
Biomed. Signal Process. Control., 2018

Imaging Cellular Structures of Atherosclerotic Coronary Arteries Using Circumferentially Scanning Micro-Optical Coherence Tomography Fiber Probe Ex Vivo.
IEEE Access, 2018

An Adaptive Control Mechanism for Improving the Loading Precision of Aircraft Hydraulic Servo Load Simulator.
Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

A QR Code Image Processing Mechanism for Book Access Robot Positioning and Navigation.
Proceedings of the 2018 International Conference on Image and Graphics Processing, 2018

2017
Contrast enhancement of spectral domain optical coherence tomography using spectrum correction.
Comput. Biol. Medicine, 2017

2013
Dynamic Multicast Traffic Grooming in Optical WDM Mesh Networks: Lightpath Versus Light-Tree.
JOCN, 2013

Connection level segment shared protection for dynamic multicast traffic grooming.
Proceedings of the 9th International Conference on Information, 2013


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