Zheng Liu
Orcid: 0000-0002-7241-3483Affiliations:
- University of British Columbia Okanagan, School of Engineering, Kelowna, BC, Canada
- Toyota Technological Institute, Intelligent Information Processing Laboratory, Nagoya, Japan (former)
- University of Ottawa, ON, Canada (PhD 2007)
According to our database1,
Zheng Liu
authored at least 169 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2024
A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition.
IEEE Trans. Artif. Intell., April, 2024
Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels.
Inf. Fusion, April, 2024
An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System.
IEEE Trans. Intell. Veh., January, 2024
Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis.
IEEE Trans. Ind. Informatics, January, 2024
WaveCLR: Contrastive Learning of Guided Wave Representations for Composite Damage Identification.
IEEE Trans. Instrum. Meas., 2024
2023
Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Ind. Informatics, October, 2023
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst., September, 2023
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery.
Inf. Fusion, July, 2023
Inf. Fusion, July, 2023
Semi-supervised machinery health assessment framework via temporal broad learning system embedding manifold regularization with unlabeled data.
Expert Syst. Appl., July, 2023
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing.
Reliab. Eng. Syst. Saf., June, 2023
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data.
Inf. Fusion, June, 2023
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market.
Inf. Fusion, June, 2023
Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation.
Comput. Biol. Medicine, March, 2023
Comput. Electron. Agric., February, 2023
ACM Trans. Intell. Syst. Technol., 2023
A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave.
IEEE Trans. Instrum. Meas., 2023
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Instrum. Meas., 2023
Synergistic Hankel Structured Low-Rank Approximation With Total Variation Regularization for Complex Magnetic Anomaly Detection.
IEEE Trans. Instrum. Meas., 2023
Frequency Estimation Enhancement for Industrial Free Induction Decay Signals Under Low SNR via Hankelization and Modified Covariance.
IEEE Trans. Instrum. Meas., 2023
Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey.
IEEE Trans. Instrum. Meas., 2023
High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer.
IEEE Trans. Instrum. Meas., 2023
Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV.
IEEE Trans. Instrum. Meas., 2023
Real-Time Mitigation of Measurement Noise Arising From Geomagnetic Background Interferences for a Coil Vector Magnetometer.
IEEE Trans. Instrum. Meas., 2023
Picture-in-Picture Strategy-Based Complex Graph Neural Network for Remaining Useful Life Prediction of Rotating Machinery.
IEEE Trans. Instrum. Meas., 2023
Magnetic Anomaly Detection Based on Energy-Concentrated Discrete Cosine Wavelet Transform.
IEEE Trans. Instrum. Meas., 2023
Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions.
IEEE Trans. Ind. Informatics, 2023
Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions.
Reliab. Eng. Syst. Saf., 2023
Complex Magnetic Anomaly Detection Using Structured Low-Rank Approximation With Total Variation Regularization.
IEEE Geosci. Remote. Sens. Lett., 2023
Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings.
Inf. Fusion, 2023
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector.
Inf. Fusion, 2023
Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails.
Proceedings of the IEEE Sensors Applications Symposium, 2023
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Probabilistic Analysis for Remaining Useful Life Prediction and Reliability Assessment.
IEEE Trans. Reliab., 2022
Infrared and Visible Image Fusion Based on Deep Decomposition Network and Saliency Analysis.
IEEE Trans. Multim., 2022
Hierarchical Multiscale Dense Networks for Intelligent Fault Diagnosis of Electromechanical Systems.
IEEE Trans. Instrum. Meas., 2022
Enhanced Magnetic Imaging for Industrial Metal Workpiece Detection Through the Combination of Electromagnetic Induction and Magnetic Anomalies.
IEEE Trans. Instrum. Meas., 2022
Cooperative Suppression of Negative Effects Associated With Multicollinearity and Abnormal Data for Aeromagnetic Compensation.
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Instrum. Meas., 2022
MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Ind. Electron., 2022
Signal Image Video Process., 2022
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery.
Sensors, 2022
Dually attentive multiscale networks for health state recognition of rotating machinery.
Reliab. Eng. Syst. Saf., 2022
Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions.
Reliab. Eng. Syst. Saf., 2022
Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf., 2022
Neural Comput. Appl., 2022
J. Real Time Image Process., 2022
Comput. Electron. Agric., 2022
Appl. Soft Comput., 2022
Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder.
Proceedings of the 10th International Conference on Computer and Communications Management, 2022
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ACM Trans. Intell. Syst. Technol., 2021
Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing.
IEEE Trans. Instrum. Meas., 2021
Semisupervised Deep Sparse Auto-Encoder With Local and Nonlocal Information for Intelligent Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
An Adaptive Deep Learning Framework for Shipping Container Code Localization and Recognition.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
Improving the Signal-to-Noise-Ratio of Free Induction Decay Signals Using a New Multilinear Singular Value Decomposition-Based Filter.
IEEE Trans. Instrum. Meas., 2021
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization.
IEEE Trans. Instrum. Meas., 2021
SEDRFuse: A Symmetric Encoder-Decoder With Residual Block Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2021
An HRCR-CNN Framework for Automated Security Seal Detection on the Shipping Container.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data.
IEEE Trans. Ind. Informatics, 2021
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas.
IEEE Trans. Ind. Informatics, 2021
Temporal-Spatio Graph Based Spectrum Analysis for Bearing Fault Detection and Diagnosis.
IEEE Trans. Ind. Electron., 2021
Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials.
IEEE Trans. Ind. Electron., 2021
IEEE Trans Autom. Sci. Eng., 2021
Multim. Tools Appl., 2021
Activation ensemble generative adversarial network transfer learning for image classification.
J. Electronic Imaging, 2021
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
Environment Prediction to Enhance the Navigation System of Water Pipeline Inspection Platforms.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021
An Effective Method for Automated Railcar Number Detection and Recognition Based on Deep Learning.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021
2020
Affine Projection Algorithm-Based High-Order Error Power for Partial Discharge Denoising in Power Cables.
IEEE Trans. Instrum. Meas., 2020
CMFALL: A Cascade and Parallel Multi-State Fall Detection Algorithm Using Waist-Mounted Tri-Axial Accelerometer Signals.
IEEE Trans. Consumer Electron., 2020
A Variational Approach for Fusion of Panchromatic and Multispectral Images Using a New Spatial-Spectral Consistency Term.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
A new approach for small sample face recognition with pose variation by fusing Gabor encoding features and deep features.
Multim. Tools Appl., 2020
Theoretical analysis of Tsallis entropy-based quality measure for weighted averaging image fusion.
Inf. Fusion, 2020
Multi-source urban data fusion for property value assessment: A case study in Philadelphia.
Neurocomputing, 2020
Fault Diagnosis Framework of Rolling Bearing Using Adaptive Sparse Contrative Auto-Encoder With Optimized Unsupervised Extreme Learning Machine.
IEEE Access, 2020
Non-intrusive leak monitoring system for pipeline within a closed space by wireless sensor network.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Optimized Deep Neural Network Architectures with Anchor Box optimization for Shipping Container Corrosion Inspection.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing.
IEEE Trans. Geosci. Remote. Sens., 2019
Stereo vision-based vehicle localization in point cloud maps using multiswarm particle swarm optimization.
Signal Image Video Process., 2019
Pressure Signal Enhancement of Slowly Increasing Leaks Using Digital Compensator Based on Acoustic Sensor.
Sensors, 2019
Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles.
Multim. Tools Appl., 2019
A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion.
CoRR, 2019
An Adaptive Approach for Ice Detection in Wind Turbine With Inductive Transfer Learning.
IEEE Access, 2019
Recurrent Neural Network-Based Approach for Sparse Geomagnetic Data Interpolation and Reconstruction.
IEEE Access, 2019
RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey.
IEEE Access, 2019
Proceedings of the Improving Usability, Safety and Patient Outcomes with Health Information Technology, 2019
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Estimation of Steering Angle and Collision Avoidance for Automated Driving Using Deep Mixture of Experts.
IEEE Trans. Intell. Veh., 2018
Signal Image Video Process., 2018
J. Intell. Fuzzy Syst., 2018
Fusing synergistic information from multi-sensor images: An overview from implementation to performance assessment.
Inf. Fusion, 2018
IEEE Access, 2018
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
What can machine learning do for geomagnetic data processing? A reconstruction application.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
Signal Image Video Process., 2017
Inf. Fusion, 2017
Ontology-Based Driving Decision Making: A Feasibility Study at Uncontrolled Intersections.
IEICE Trans. Inf. Syst., 2017
Sensor Fusion and Registration of Lidar and Stereo Camera without Calibration Objects.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017
CoRR, 2017
Application of Hilbert-Huang decomposition to reduce noise and characterize for NMR FID signal of proton precession magnetometer.
CoRR, 2017
Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017
Prognostics of damage growth in composite materials using machine learning techniques.
Proceedings of the IEEE International Conference on Industrial Technology, 2017
Proceedings of the IEEE International Conference on Industrial Technology, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016
Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016
2015
Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching.
IEEE Trans. Computational Imaging, 2015
Signal Image Video Process., 2015
Classification of defects with ensemble methods in the automated visual inspection of sewer pipes.
Pattern Anal. Appl., 2015
A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches.
Int. J. Pattern Recognit. Artif. Intell., 2015
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015
Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Automatic calibration and registration of lidar and stereo camera without calibration objects.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2015
2014
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Traffic light recognition in varying illumination using deep learning and saliency map.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014
Statistical analysis of the performance assessment results for pixel-level image fusion.
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
IEEE Trans. Multim., 2013
Expert Syst. Appl., 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study.
IEEE Trans. Pattern Anal. Mach. Intell., 2012
2011
J. Electronic Imaging, 2011
Image Vis. Comput., 2011
2010
Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications.
Mach. Vis. Appl., 2010
J. Aerosp. Comput. Inf. Commun., 2010
2009
IEEE Trans. Instrum. Meas., 2009
2008
A Data-Fusion Scheme for Quantitative Image Analysis by Using Locally Weighted Regression and Dempster-Shafer Theory.
IEEE Trans. Instrum. Meas., 2008
Characterization of surface deformation with the Edge of Light<sup>TM</sup> technique.
Mach. Vis. Appl., 2008
Comput. Vis. Image Underst., 2008
2007
IEEE Trans. Instrum. Meas., 2007
Signal Image Video Process., 2007
Pattern Recognit. Lett., 2007
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007
2006
Pattern Anal. Appl., 2006
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006