Zheng Liu

197 papers A* 3A 1B 4C 6Misc 1Journal 146Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Time-Frequency Domain Feature Fusion Model Based on Unimodal Binomial Distribution for Fault Severity Classification.
J. Intell. Manuf.
Zhenglei Jin, Qifa Xu, Cuixia Jiang, Zheng Liu, Tianming Xie, Xiangxiang Wang
2026 J jnl
BERTC: A new Bayesian exponential regularized tensor completion method for sparse geomagnetic time series data.
Neurocomputing
Huan Liu, Guoyu Li, Junchi Bin, Haobin Dong, Zheng Liu
2026 J jnl
CrossRanker: Cross-dimensional vessel signals fusion for destination prediction.
Eng. Appl. Artif. Intell.
Chengkai Zhang, Rakiba Rayhana, Ling Bai, Zheng Liu
2026 J jnl
Degradation-Aware Contrastive Learning for Blind Image Quality Assessment.
IEEE Signal Process. Lett.
Xiaodong Bi, Xiaohai He, Shuhua Xiong, Zheng Liu, Raymond Edward Sheriff
2026 J jnl
GIMS: Image matching system based on adaptive graph construction and graph neural network.
Neural Networks
Xianfeng Song, Yi Zou, Zheng Shi, Zheng Liu
2026 J jnl
Multi-sensor information-guided GConvNeXt model with fused feature augmentation for loosening state recognition of multi-bolt connection structures.
Expert Syst. Appl.
Rujie Hou, Zhousuo Zhang, Jinglong Chen, Wenzhan Yang, Zheng Liu
2026 J jnl
PDAViT: Pyramid dual-attention vision transformer.
Neurocomputing
Xin Zhou, Zeyu Jiang, Zhaohui Ren, Yongchao Zhang, Tianzhuang Yu, Wenyao Ji, Zheng Liu
2026 J jnl
Subjective and objective evaluation of visual security in perceptually encrypted images.
Expert Syst. Appl.
Xiaodong Bi, Xiaohai He, Zeming Zhao, Haitao Wei, Shuhua Xiong, Zheng Liu, Raymond Edward Sheriff
2025 J jnl
A Transformer-Based Architecture for InSAR Phase Unwrapping Under Noisy Conditions.
IEEE Trans. Geosci. Remote. Sens.
Yanshuo Fan, Juan Hiedra Cobo, Oliver Wang, Jainam Shroff, Aagyapal Kaur, Zheng Liu
2025 J jnl
Adaptive Ordinal Sample-Weighted Meta-ResNet for Fault Severity Classification Under Class Imbalance.
IEEE Trans. Ind. Informatics
Qifa Xu, Zhenglei Jin, Cuixia Jiang, Zheng Liu
2025 J jnl
Dual-phase airway segmentation: Enhancing distal bronchial identification with anatomical prior guidance.
Eng. Appl. Artif. Intell.
Zhen Zhang, Wen Zhang, Liqin Huang, Lin Pan, Shaohua Zheng, Zheng Liu, Weisheng Chen, Penggang Bai
2025 J jnl
IFIFusion: A independent feature information fusion model for surface defect detection.
Inf. Fusion
Xin Zhou, Yongchao Zhang, Zheng Liu, Zeyu Jiang, Zhaohui Ren, Tianchuan Mi, Shihua Zhou
2025 J jnl
LSDC-RC-RAPID: An Improved Probabilistic Reconstruction Approach for Pipeline Corrosion Detection With UGWT.
IEEE Trans. Instrum. Meas.
Jiatong Ling, Rakiba Rayhana, Zheng Liu, Min Liao, Chunsheng Yang, Andreas Schnabel, Robert Neubeck, Christian Wunderlich
2025 J jnl
Multiserver Federated Learning for Building Energy Prediction With Wind Speed.
IEEE Trans. Instrum. Meas.
Rui Wang, Yanshuo Fan, Hongguang Yun, Rakiba Rayhana, Ling Bai, Zheng Liu
2025 J jnl
SFC-YOLOv8: Enhanced Strip Steel Surface Defect Detection Using Spatial-Frequency Domain-Optimized YOLOv8.
IEEE Trans. Instrum. Meas.
Huan Liu, Ruikuan Hu, Haobin Dong, Zheng Liu
2025 J jnl
Two-Distribution Approximate Evaluation of Multiwavelet Cascade Feature Method for Noise Unbalanced Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaodong Miao, Zheng Liu, Kun Xu, Hua Wang, Xun Zhao, Peng Ding
2024 J jnl
A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition.
IEEE Trans. Artif. Intell.
Ran Zhang, Zhila Bahrami, Ke Feng, Zheng Liu
2024 J jnl
An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System.
IEEE Trans. Intell. Veh.
Keyi Zhou, Ningyun Lu, Bin Jiang, Zheng Liu, Baoli Zhang, Jianfei Chen
2024 J jnl
Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yadong Xu, Ke Feng, Xiaoan Yan, Xin Sheng, Beibei Sun, Zheng Liu, Ruqiang Yan
2024 C conf
Digital Twin for Industrial Asset Management: A Case Study for Pipeline Maintenance.
IECON
Ling Bai, Rakiba Rayhana, Jiatong Ling, Teng Wang, Zheng Liu, Andreas Schnabel, Chunsheng Yang, Min Liao
2024 C conf
Distributed Predictive Maintenance through Edge Computing.
INDIN
Rakiba Rayhana, Hongguang Yun, Teng Wang, Johnson Chen, Yanshuo Fan, Zheng Liu, Wendy Gao
2024 J jnl
Higher-Order Singular Value Tensor Decomposition-Based Tuning Frequency Estimation for FID Signals Under Low SNR.
IEEE Geosci. Remote. Sens. Lett.
Wenjingping Zhang, Huan Liu, Haobin Dong, Zheng Liu, Xiangyun Hu
2024 J jnl
Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator.
Inf. Fusion
Xiaoli Zhao, Xingjun Zhu, Jiahui Liu, Yuanhao Hu, Tianyu Gao, Liyong Zhao, Jianyong Yao, Zheng Liu
2024 J jnl
Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels.
Inf. Fusion
Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng, Zheng Liu, Zichen Deng
2024 J jnl
Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis.
Inf. Fusion
Dingyi Sun, Yongbo Li, Zheng Liu, Sixiang Jia, Khandaker Noman
2024 J jnl
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis.
Eng. Appl. Artif. Intell.
Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz
2024 — conf
TAME-Faster R-CNN model for Image-based Tea Diseases Detection.
CCECE
Tiancheng Liu, Ling Bai, Rakiba Rayhana, Xiuguo Zou, Zheng Liu
2024 J jnl
Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection.
Inf. Fusion
Junchi Bin, Shane Rogers, Zheng Liu
2024 J jnl
WaveCLR: Contrastive Learning of Guided Wave Representations for Composite Damage Identification.
IEEE Trans. Instrum. Meas.
Hongguang Yun, Rui Wang, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu
2024 J jnl
Wide-Focus Imaging for Industrial Metal Workpieces Using Tower-Type Transmitting Coils.
IEEE Trans. Instrum. Meas.
Huan Liu, Jinbo Wu, Haobin Dong, Zheng Liu, Xiangyun Hu
2023 J jnl
A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave.
IEEE Trans. Instrum. Meas.
Hongguang Yun, Ke Feng, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu
2023 J jnl
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector.
Inf. Fusion
Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen
2023 J jnl
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Tantao Lin, Ke Feng, Yongsheng Zhu, Zheng Liu, Ke Yan
2023 J jnl
AutoOLA: Automatic object level augmentation for wheat spikes counting.
Comput. Electron. Agric.
Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan
2023 — conf
Automated Biomass Estimation through Depth Measurement with an OAK-D Camera.
ROSE
Zhenyu Ma, Yue Cao, Rakiba Rayhana, Zheng Liu, Gaozhi George Xiao, Yuefeng Ruan, Jatinder S. Sangha
2023 J jnl
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery.
Inf. Fusion
Yadong Xu, Ke Feng, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu
2023 J jnl
Complex Magnetic Anomaly Detection Using Structured Low-Rank Approximation With Total Variation Regularization.
IEEE Geosci. Remote. Sens. Lett.
Huan Liu, Xinglin Zhang, Huafu Cheng, Haobin Dong, Zheng Liu
2023 J jnl
Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey.
IEEE Trans. Instrum. Meas.
Jiatong Ling, Ke Feng, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu
2023 J jnl
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing.
Reliab. Eng. Syst. Saf.
Yongchao Zhang, Jinchen Ji, Zhaohui Ren, Qing Ni, Fengshou Gu, Ke Feng, Kun Yu, Jian Ge, Zihao Lei, Zheng Liu
2023 J jnl
Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Ind. Informatics
Tianci Zhang, Jinglong Chen, Shen Liu, Zheng Liu
2023 J jnl
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng
2023 J jnl
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging.
IEEE Trans. Emerg. Top. Comput. Intell.
Junchi Bin, Zhila Bahrami, Choudhury A. Rahman, Shan Du, Shane Rogers, Zheng Liu
2023 J jnl
Frequency Estimation Enhancement for Industrial Free Induction Decay Signals Under Low SNR via Hankelization and Modified Covariance.
IEEE Trans. Instrum. Meas.
Huan Liu, Zehua Wang, Tao Meng, Haobin Dong, Zheng Liu, Xiangyun Hu
2023 J jnl
Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Ke Feng, Yongchao Zhang, Xiaoli Zhao, Beibei Sun, Zheng Liu
2023 J jnl
High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer.
IEEE Trans. Instrum. Meas.
Jian Ge, Jing Zhu, Xiangyun Hu, Wei Xu, Ke Feng, Yongchao Zhang, Wang Luo, Penghui Li, Haobin Dong, Zheng Liu
2023 J jnl
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Yifei Ding, Minping Jia, Zheng Liu
2023 J jnl
Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV.
IEEE Trans. Instrum. Meas.
Jian Ge, Wei Xu, Xiangyun Hu, Tao Wu, Ke Feng, Yongchao Zhang, Haobin Dong, Hong Yu, Jing Zhu, Zheng Liu
2023 J jnl
Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation.
Comput. Biol. Medicine
Lin Pan, Zhaopei Li, Zhiqiang Shen, Zheng Liu, Liqin Huang, Mingjing Yang, Bin Zheng, Taidui Zeng, Shaohua Zheng
2023 A* conf
Lightweight Transformer for Multi-Modal Object Detection (Student Abstract).
AAAI
Yue Cao, Yanshuo Fan, Junchi Bin, Zheng Liu
2023 J jnl
Magnetic Anomaly Detection Based on Energy-Concentrated Discrete Cosine Wavelet Transform.
IEEE Trans. Instrum. Meas.
Huan Liu, Xinglin Zhang, Haobin Dong, Zheng Liu, Xiangyun Hu
2023 — conf
Multimodal Object Detection by Channel Switching and Spatial Attention.
CVPR Workshops
Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu
2023 J jnl
Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions.
IEEE Trans. Ind. Informatics
Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Jichao Zhuang, Zheng Liu
2023 J jnl
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data.
Inf. Fusion
Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng, Zheng Liu
2023 J jnl
Ontology-Based Driving Simulation for Traffic Lights Optimization.
ACM Trans. Intell. Syst. Technol.
Amirhossein Zaji, Zheng Liu, Takashi Bando, Lihua Zhao
2023 J jnl
Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings.
Inf. Fusion
Chunyun Li, Khandaker Noman, Zheng Liu, Ke Feng, Yongbo Li
2023 J jnl
Picture-in-Picture Strategy-Based Complex Graph Neural Network for Remaining Useful Life Prediction of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Yudong Cao, Jichao Zhuang, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Zheng Liu
2023 J jnl
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market.
Inf. Fusion
Junchi Bin, Bryan Gardiner, Huan Liu, Eric Li, Zheng Liu
2023 J jnl
Real-Time Mitigation of Measurement Noise Arising From Geomagnetic Background Interferences for a Coil Vector Magnetometer.
IEEE Trans. Instrum. Meas.
Jian Ge, Penghui Li, Xiangyun Hu, Haobin Dong, Jing Zhu, Hong Yu, Zheng Liu
2023 J jnl
Semi-supervised machinery health assessment framework via temporal broad learning system embedding manifold regularization with unlabeled data.
Expert Syst. Appl.
Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Zheng Liu
2023 J jnl
Synergistic Hankel Structured Low-Rank Approximation With Total Variation Regularization for Complex Magnetic Anomaly Detection.
IEEE Trans. Instrum. Meas.
Huan Liu, Xinglin Zhang, Congyu Liao, Haobin Dong, Zheng Liu, Xiangyun Hu
2023 B conf
Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails.
SAS
Ling Bai, Rakiba Rayhana, Zheng Liu, Chunsheng Yang, Min Liao, George Xiao
2023 J jnl
The registration of visible and thermal images through multi-objective optimization.
Inf. Fusion
Junchi Bin, Heqing Zhang, Zhila Bahrami, Ran Zhang, Huan Liu, Erik Blasch, Zheng Liu
2022 A* conf
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract).
AAAI
Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu
2022 J jnl
A survey on deep learning applications in wheat phenotyping.
Appl. Soft Comput.
Amirhossein Zaji, Zheng Liu, George Xiao, Jatinder S. Sangha, Yuefeng Ruan
2022 J jnl
Accelerated duality-aware correlation filters for visual tracking.
Neural Comput. Appl.
Libin Xu, Mingliang Gao, Zheng Liu, Qilei Li, Gwanggil Jeon
2022 J jnl
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery.
Sensors
Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu
2022 J jnl
An End-to-End Framework for Shipping Container Corrosion Defect Inspection.
IEEE Trans. Instrum. Meas.
Zhila Bahrami, Ran Zhang, Teng Wang, Zheng Liu
2022 J jnl
Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Ke Feng, Xin Sheng, Beibei Sun, Zheng Liu
2022 — conf
AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder.
ICCCM
Junchi Bin, Ran Zhang, Kasun Hewage, Zheng Liu
2022 J jnl
Cooperative Suppression of Negative Effects Associated With Multicollinearity and Abnormal Data for Aeromagnetic Compensation.
IEEE Trans. Instrum. Meas.
Jian Ge, Wang Luo, Haobin Dong, Minkang Wang, Xinglin Zhang, Tao Wu, Haiyang Zhang, Zheng Liu
2022 J jnl
Dually attentive multiscale networks for health state recognition of rotating machinery.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu
2022 J jnl
Enhanced Magnetic Imaging for Industrial Metal Workpiece Detection Through the Combination of Electromagnetic Induction and Magnetic Anomalies.
IEEE Trans. Instrum. Meas.
Huan Liu, Changfeng Zhao, Yihao Liu, Haobin Dong, Jian Ge, Zheng Liu
2022 J jnl
Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu
2022 J jnl
Hierarchical Multiscale Dense Networks for Intelligent Fault Diagnosis of Electromechanical Systems.
IEEE Trans. Instrum. Meas.
Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu
2022 J jnl
Image matching based on a structured deep coupled metric learning framework.
Signal Image Video Process.
Guixia Fu, Guofeng Zou, Mingliang Gao, Zhenzhou Wang, Zheng Liu
2022 — conf
Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System.
IoTaIS
Zhenyu Ma, Rakiba Rayhana, Zheng Liu, Gaozhi George Xiao, Yuefeng Ruan, Jatinder S. Sangha
2022 J jnl
Infrared and Visible Image Fusion Based on Deep Decomposition Network and Saliency Analysis.
IEEE Trans. Multim.
Lihua Jian, Rakiba Rayhana, Ling Ma, Shaowu Wu, Zheng Liu, Huiqin Jiang
2022 — conf
Lifetime Learning-enabled Modelling Framework for Digital Twin.
CASE
Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El Saddik, Yifeng Li, Zheng Liu, Min Liao
2022 J jnl
MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Yongchao Zhang, Ke Feng, Hui Ma, Kun Yu, Zhaohui Ren, Zheng Liu
2022 J jnl
Multi-Sensor Measurement and Data Fusion.
IEEE Instrum. Meas. Mag.
Zheng Liu, George Xiao, Huan Liu, Hanbing Wei
2022 J jnl
Multireceptive Field Denoising Residual Convolutional Networks for Fault Diagnosis.
IEEE Trans. Ind. Electron.
Yadong Xu, Xiaoan Yan, Beibei Sun, Jinhui Zhai, Zheng Liu
2022 J jnl
Probabilistic Analysis for Remaining Useful Life Prediction and Reliability Assessment.
IEEE Trans. Reliab.
Teng Wang, Zheng Liu, Min Liao, Nezih Mrad, Guoliang Lu
2022 J jnl
Real-time embedded system for valve detection in water pipelines.
J. Real Time Image Process.
Rakiba Rayhana, Yutong Jiao, Zheng Liu, Angie Wu, Xiangjie Kong
2022 C conf
Transfer Learning-enabled Modelling Framework for Digital Twin.
CSCWD
Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao
2022 J jnl
Wheat spike localization and counting via hybrid UNet architectures.
Comput. Electron. Agric.
Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan
2022 — conf
Wheat spikes counting using object-level data augmentation.
I2MTC
Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan
2021 J jnl
A Probabilistic Framework for Remaining Useful Life Prediction of Bearings.
IEEE Trans. Instrum. Meas.
Teng Wang, Zheng Liu, Nezih Mrad
2021 J jnl
A Vertical Text Spotting Model for Trailer and Container Codes.
IEEE Trans. Instrum. Meas.
Ran Zhang, Zhila Bahrami, Zheng Liu
2021 J jnl
Activation ensemble generative adversarial network transfer learning for image classification.
J. Electronic Imaging
Xinyue Wang, Jun Jiang, Mingliang Gao, Zheng Liu, Chengyuan Zhao
2021 J jnl
An Adaptive Deep Learning Framework for Shipping Container Code Localization and Recognition.
IEEE Trans. Instrum. Meas.
Ran Zhang, Zhila Bahrami, Teng Wang, Zheng Liu
2021 — conf
An Effective Method for Automated Railcar Number Detection and Recognition Based on Deep Learning.
CCECE
Ran Zhang, Zhila Bahrami, Zheng Liu
2021 J jnl
An HRCR-CNN Framework for Automated Security Seal Detection on the Shipping Container.
IEEE Trans. Instrum. Meas.
Zhila Bahrami, Ran Zhang, Rakiba Rayhana, Zheng Liu
2021 — conf
Attentive Contrast Learning Network for Fine-Grained Classification.
PRCV (1)
Fangrui Liu, Zihao Liu, Zheng Liu
2021 J jnl
Automated Vision Systems for Condition Assessment of Sewer and Water Pipelines.
IEEE Trans Autom. Sci. Eng.
Rakiba Rayhana, Yutong Jiao, Amir Hossein Zaji, Zheng Liu
2021 J jnl
Certifiable Artificial Intelligence Through Data Fusion.
CoRR
Erik Blasch, Junchi Bin, Zheng Liu
2021 J jnl
Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials.
IEEE Trans. Ind. Electron.
Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, Abbas S. Milani
2021 J jnl
Deep Learning Thermal Image Translation for Night Vision Perception.
ACM Trans. Intell. Syst. Technol.
Shuo Liu, Mingliang Gao, Vijay John, Zheng Liu, Erik Blasch
2021 — conf
Environment Prediction to Enhance the Navigation System of Water Pipeline Inspection Platforms.
ISIE
Rakiba Rayhana, Zhila Bahrami, Teng Wang, Zheng Liu, Angie Wu, Xiangjie Kong
2021 J jnl
Improving the Signal-to-Noise-Ratio of Free Induction Decay Signals Using a New Multilinear Singular Value Decomposition-Based Filter.
IEEE Trans. Instrum. Meas.
Huan Liu, Zehua Wang, Changfeng Zhao, Jian Ge, Haobin Dong, Zheng Liu
2021 J jnl
Magnetic Dipole Two-Point Tensor Positioning Based on Magnetic Moment Constraints.
IEEE Trans. Instrum. Meas.
Huan Liu, Xiaobin Wang, Changfeng Zhao, Jian Ge, Haobin Dong, Zheng Liu
2021 J jnl
Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing.
IEEE Trans. Instrum. Meas.
Xiaoli Zhao, Minping Jia, Junchi Bin, Teng Wang, Zheng Liu
2021 J jnl
Person re-identification based on metric learning: a survey.
Multim. Tools Appl.
Guofeng Zou, Guixia Fu, Xiang Peng, Yue Liu, Mingliang Gao, Zheng Liu
2021 J jnl
Printed Sensor Technologies for Monitoring Applications in Smart Farming: A Review.
IEEE Trans. Instrum. Meas.
Rakiba Rayhana, Gaozhi Xiao, Zheng Liu
2021 J jnl
RFID Sensing Technologies for Smart Agriculture.
IEEE Instrum. Meas. Mag.
Rakiba Rayhana, Gaozhi Xiao, Zheng Liu
2021 J jnl
SEDRFuse: A Symmetric Encoder-Decoder With Residual Block Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Lihua Jian, Xiaomin Yang, Zheng Liu, Gwanggil Jeon, Mingliang Gao, David Chisholm
2021 J jnl
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization.
IEEE Trans. Instrum. Meas.
Huan Liu, Junchi Bin, Yihao Liu, Haobin Dong, Zheng Liu, Nezih Mrad, Erik Blasch
2021 J jnl
Semisupervised Deep Sparse Auto-Encoder With Local and Nonlocal Information for Intelligent Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Xiaoli Zhao, Minping Jia, Zheng Liu
2021 J jnl
Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data.
IEEE Trans. Ind. Informatics
Xiaoli Zhao, Minping Jia, Zheng Liu
2021 — conf
Smart Valve Detection System for Water Distribution Networks.
ICIT
Rakiba Rayhana, Yutong Jiao, Zhila Bahrami, Zheng Liu, Angie Wu, Xiangjie Kong
2021 J jnl
Temporal-Spatio Graph Based Spectrum Analysis for Bearing Fault Detection and Diagnosis.
IEEE Trans. Ind. Electron.
Teng Wang, Zheng Liu, Guoliang Lu, Jie Liu
2021 J jnl
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas.
IEEE Trans. Ind. Informatics
Junchi Bin, Choudhury A. Rahman, Shane Rogers, Zheng Liu
2021 — conf
Wheat Spike Counting Using Regression and Localization Approaches.
IST
Amirhossein Zaji, Zheng Liu, Gaozhi Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan
2020 J jnl
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.
Mohammad Khateri, Fahim Shabanzade, Fardin Mirzapour, Amirhossein Zaji, Zheng Liu
2020 J jnl
A new approach for small sample face recognition with pose variation by fusing Gabor encoding features and deep features.
Multim. Tools Appl.
Guofeng Zou, Guixia Fu, Mingliang Gao, Jinfeng Pan, Zheng Liu
2020 — conf
Adaptive Spatio-Temporal Regularized Correlation Filters for UAV-Based Tracking.
ACCV (2)
Libin Xu, Qilei Li, Jun Jiang, Guofeng Zou, Zheng Liu, Mingliang Gao
2020 J jnl
Affine Projection Algorithm-Based High-Order Error Power for Partial Discharge Denoising in Power Cables.
IEEE Trans. Instrum. Meas.
Lu Lu, Guangya Zhu, Xiaomin Yang, Kai Zhou, Zheng Liu, Wei Wu
2020 J jnl
CMFALL: A Cascade and Parallel Multi-State Fall Detection Algorithm Using Waist-Mounted Tri-Axial Accelerometer Signals.
IEEE Trans. Consumer Electron.
Gaojing Wang, Qingquan Li, Lei Wang, Yuanshi Zhang, Zheng Liu
2020 J jnl
Fault Diagnosis Framework of Rolling Bearing Using Adaptive Sparse Contrative Auto-Encoder With Optimized Unsupervised Extreme Learning Machine.
IEEE Access
Xiaoli Zhao, Minping Jia, Zheng Liu
2020 — conf
GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging.
IEEE SENSORS
Junchi Bin, Meng Kang, Zheng Liu
2020 C conf
Multi-modal Video Fusion for Context-aided Tracking.
FUSION
Erik Philip Blasch, Yufeng Zheng, Shuo Liu, Zheng Liu
2020 J jnl
Multi-source urban data fusion for property value assessment: A case study in Philadelphia.
Neurocomputing
Junchi Bin, Bryan Gardiner, Eric Li, Zheng Liu
2020 B conf
Non-intrusive leak monitoring system for pipeline within a closed space by wireless sensor network.
WCNC
Fang Wang, Weiguo Lin, Zheng Liu, Liang Kong, Xianbo Qiu
2020 — conf
Optimized Deep Neural Network Architectures with Anchor Box optimization for Shipping Container Corrosion Inspection.
SSCI
Zhila Bahrami, Ran Zhang, Rakiba Rayhana, Teng Wang, Zheng Liu
2020 J jnl
Theoretical analysis of Tsallis entropy-based quality measure for weighted averaging image fusion.
Inf. Fusion
Araz Sholehkerdar, Javad Tavakoli, Zheng Liu
2019 — conf
A New F-PCASVD based Multivariate Denoising Algorithm for FID Transversal Data.
I2MTC
Huan Liu, Haobin Dong, Jian Ge, Zheng Liu, Hengli Song, Zhiwen Yuan, Jun Zhu, Haiyang Zhang
2019 J jnl
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing.
IEEE Trans. Geosci. Remote. Sens.
Huan Liu, Zheng Liu, Shuo Liu, Yihao Liu, Junchi Bin, Fang Shi, Haobin Dong
2019 J jnl
A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion.
CoRR
Lihua Jian, Xiaomin Yang, Zheng Liu, Gwanggil Jeon, Mingliang Gao, David Chisholm
2019 J jnl
An Adaptive Approach for Ice Detection in Wind Turbine With Inductive Transfer Learning.
IEEE Access
Hongguang Yun, Chengkai Zhang, Chenggang Hou, Zheng Liu
2019 J jnl
Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles.
Multim. Tools Appl.
Junchi Bin, Bryan Gardiner, Zheng Liu, Eric Li
2019 — conf
Data Migration from Operating EMRs to OpenEMR with Mirth Connect.
ITCH
Jing Lin, Kyle Ranslam, Fang Shi, Mike Figurski, Zheng Liu
2019 A* conf
Feedback Network for Image Super-Resolution.
CVPR
Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu
2019 J jnl
Feedback Network for Image Super-Resolution.
CoRR
Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu
2019 — conf
Image Quality Assessment through Contour Detection.
ISIE
Shuo Liu, Xiang Peng, Zheng Liu
2019 — conf
Parameterizing Magnetic Flux Leakage Data for Pipeline Corrosion Defect Retrieval.
ISIE
Xiang Peng, Chengkai Zhang, Uchenna Anyaoha, Kevin Siggers, Zheng Liu
2019 J jnl
Pressure Signal Enhancement of Slowly Increasing Leaks Using Digital Compensator Based on Acoustic Sensor.
Sensors
Fang Wang, Weiguo Lin, Zheng Liu, Xianbo Qiu
2019 J jnl
RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey.
IEEE Access
Mingliang Gao, Jun Jiang, Guofeng Zou, Vijay John, Zheng Liu
2019 J jnl
Recurrent Neural Network-Based Approach for Sparse Geomagnetic Data Interpolation and Reconstruction.
IEEE Access
Huan Liu, Zheng Liu, Haobin Dong, Jian Ge, Zhiwen Yuan, Jun Zhu, Haiyang Zhang, Xuming Zeng
2019 J jnl
Stereo vision-based vehicle localization in point cloud maps using multiswarm particle swarm optimization.
Signal Image Video Process.
Vijay John, Zheng Liu, Seiichi Mita, Yuquan Xu
2019 — conf
Towards end-to-end pulsed eddy current classification and regression with CNN.
I2MTC
Xin Fu, Chengkai Zhang, Xiang Peng, Lihua Jian, Zheng Liu
2019 J jnl
Towards end-to-end pulsed eddy current classification and regression with CNN.
CoRR
Xin Fu, Chengkai Zhang, Xiang Peng, Lihua Jian, Zheng Liu
2018 J jnl
Algebraic Multi-Grid Based Multi-Focus Image Fusion Using Watershed Algorithm.
IEEE Access
Ying Huang, Weisheng Li, Mingliang Gao, Zheng Liu
2018 J jnl
Efficient Traffic-Sign Recognition with Scale-aware CNN.
CoRR
Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu
2018 J jnl
Estimation of Steering Angle and Collision Avoidance for Automated Driving Using Deep Mixture of Experts.
IEEE Trans. Intell. Veh.
Vijay John, Ali Boyali, Hossein Tehrani, Kazuhisa Ishimaru, Masataka Konishi, Zheng Liu, Seiichi Mita
2018 J jnl
Fusing synergistic information from multi-sensor images: An overview from implementation to performance assessment.
Inf. Fusion
Zheng Liu, Erik Blasch, Gaurav Bhatnagar, Vijay John, Wei Wu, Rick S. Blum
2018 — conf
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation.
CVPR Workshops
Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang
2018 J jnl
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation.
CoRR
Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang
2018 J jnl
Prediction of pipe performance with stacking ensemble learning based approaches.
J. Intell. Fuzzy Syst.
Fang Shi, Yihao Liu, Zheng Liu, Eric Li
2018 J jnl
Real-time road surface and semantic lane estimation using deep features.
Signal Image Video Process.
Vijay John, Zheng Liu, Seiichi Mita, Chunzhao Guo, Kiyosumi Kidono
2018 — conf
What can machine learning do for geomagnetic data processing? A reconstruction application.
I2MTC
Huan Liu, Yihao Liu, Shuo Liu, Zheng Liu, Jian Ge, Hengli Song, Zhiwen Yuan, Jun Zhu, Haiyang Zhang, Haobin Dong
2018 — conf
Wind turbine ice assessment through inductive transfer learning.
I2MTC
Chengkai Zhang, Junchi Bin, Zheng Liu
2017 J jnl
Application of Hilbert-Huang decomposition to reduce noise and characterize for NMR FID signal of proton precession magnetometer.
CoRR
Huan Liu, Haobin Dong, Zheng Liu, Jian Ge, Bing Jie Bai, Cheng Zhang
2017 A conf
Efficent Traffic-Sign Recognition with Scale-aware CNN.
BMVC
Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu
2017 — conf
Experimenting capacitive sensing technique for structural integrity assessment.
ICIT
Zheng Liu, Huan Liu
2017 J jnl
Fusion of thermal and visible cameras for the application of pedestrian detection.
Signal Image Video Process.
Vijay John, Shogo Tsuchizawa, Zheng Liu, Seiichi Mita
2017 J jnl
Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness.
CoRR
Shuo Liu, Zheng Liu
2017 J jnl
Ontology-Based Driving Decision Making: A Feasibility Study at Uncontrolled Intersections.
IEICE Trans. Inf. Syst.
Lihua Zhao, Ryutaro Ichise, Zheng Liu, Seiichi Mita, Yutaka Sasaki
2017 — conf
Prognostics of damage growth in composite materials using machine learning techniques.
ICIT
Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, Haobin Dong
2017 — conf
Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization.
ICSI (1)
Vijay John, Yuquan Xu, Seiichi Mita, Qian Long, Zheng Liu
2017 J jnl
Sensor Fusion and Registration of Lidar and Stereo Camera without Calibration Objects.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Vijay John, Qian Long, Yuquan Xu, Zheng Liu, Seiichi Mita
2017 J jnl
Statistical comparison of image fusion algorithms: Recommendations.
Inf. Fusion
Zheng Liu, Erik Blasch, Vijay John
2016 J jnl
An Adaptive Pansharpening Method by Using Weighted Least Squares Filter.
IEEE Geosci. Remote. Sens. Lett.
Yadong Song, Wei Wu, Zheng Liu, Xiaomin Yang, Kai Liu, Wei Lu
2016 B conf
Fast decision making using ontology-based knowledge base.
Intelligent Vehicles Symposium
Lihua Zhao, Ryutaro Ichise, Yutaka Sasaki, Zheng Liu, Tatsuya Yoshikawa
2016 — conf
ISO/IEC/IEEE P21451-001 standard for signal treatment of sensory data.
ISIE
Zheng Liu, Gustavo Monte, Victor Huang
2015 J jnl
A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches.
Int. J. Pattern Recognit. Artif. Intell.
Wei Wu, Zheng Liu, Mo Chen, Zhiming Liu, Xi Wu, Xiaohai He
2015 J jnl
A new contrast based multimodal medical image fusion framework.
Neurocomputing
Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu
2015 J jnl
A novel image fusion framework for night-vision navigation and surveillance.
Signal Image Video Process.
Gaurav Bhatnagar, Zheng Liu
2015 — conf
Automatic calibration and registration of lidar and stereo camera without calibration objects.
ICVES
Vijay John, Qian Long, Zheng Liu, Seiichi Mita
2015 J jnl
Classification of defects with ensemble methods in the automated visual inspection of sewer pipes.
Pattern Anal. Appl.
Wei Wu, Zheng Liu, Yan He
2015 Misc conf
Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks.
MVA
Vijay John, Seiichi Mita, Zheng Liu, Bin Qi
2015 C conf
Real-Time Lane Estimation Using Deep Features and Extra Trees Regression.
PSIVT
Vijay John, Zheng Liu, Chunzhao Guo, Seiichi Mita, Kiyosumi Kidono
2015 J jnl
Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching.
IEEE Trans. Computational Imaging
Vijay John, Keisuke Yoneda, Zheng Liu, Seiichi Mita
2014 — conf
Normalizing transducer signals: An overview of a proposed standard.
I2MTC
Gustavo Monte, Zheng Liu, Francesco Abate, Vincenzo Paciello, Antonio Pietrosanto, Victor Huang
2014 — conf
Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor.
ITSC
Bin Qi, Vijay John, Zheng Liu, Seiichi Mita
2014 — conf
Remote sensing image fusion through kernel estimation based on energy minimization.
ITSC
Qiwei Xie, Zheng Liu, L. Qian, Seiichi Mita, An Jiang
2014 C conf
Statistical analysis of the performance assessment results for pixel-level image fusion.
FUSION
Zheng Liu, Erik Blasch
2014 — conf
Traffic light recognition in varying illumination using deep learning and saliency map.
ITSC
Vijay John, Keisuke Yoneda, Bin Qi, Zheng Liu, Seiichi Mita
2014 — conf
Use of Sparse Representation for Pedestrian Detection in Thermal Images.
CVPR Workshops
Bin Qi, Vijay John, Zheng Liu, Seiichi Mita
2013 J jnl
Directive Contrast Based Multimodal Medical Image Fusion in NSCT Domain.
IEEE Trans. Multim.
Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu
2013 J jnl
Human visual system inspired multi-modal medical image fusion framework.
Expert Syst. Appl.
Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu
2013 B conf
Image fusion based on a sparse linear system.
ICIP
Qiwei Xie, Qian Long, Seiichi Mita, Zheng Liu, X. Chen
2012 J jnl
An automated vision system for container-code recognition.
Expert Syst. Appl.
Wei Wu, Zheng Liu, Mo Chen, Xiaomin Yang, Xiaohai He
2012 J jnl
Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Liu, Erik Blasch, Zhiyun Xue, Jiying Zhao, Robert Laganière, Wei Wu
2011 J jnl
Learning-based super resolution using kernel partial least squares.
Image Vis. Comput.
Wei Wu, Zheng Liu, Xiaohai He
2011 J jnl
Single-image super-resolution based on Markov random field and contourlet transform.
J. Electronic Imaging
Wei Wu, Zheng Liu, Wail Gueaieb, Xiaohai He
2010 J jnl
Concealed Weapon Detection: A Data Fusion Perspective.
J. Aerosp. Comput. Inf. Commun.
Zheng Liu, Todd Macuda, Zhiyun Xue, David S. Forsyth, Robert Laganière
2010 J jnl
Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications.
Mach. Vis. Appl.
Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, David S. Forsyth
2009 J jnl
Quantifying Surface Deformation With the Edge of Light-Enhanced Visual Inspection.
IEEE Trans. Instrum. Meas.
Zheng Liu, Marc Genest, David S. Forsyth, A. Marincak
2008 J jnl
A Data-Fusion Scheme for Quantitative Image Analysis by Using Locally Weighted Regression and Dempster-Shafer Theory.
IEEE Trans. Instrum. Meas.
Zheng Liu, David S. Forsyth, Mir-Saeed Safizadeh, A. Fahr
2008 J jnl
A feature-based metric for the quantitative evaluation of pixel-level image fusion.
Comput. Vis. Image Underst.
Zheng Liu, David S. Forsyth, Robert Laganière
2008 J jnl
Characterization of surface deformation with the Edge of Light
Mach. Vis. Appl.
Zheng Liu, Marc Genest, A. Marincak, David S. Forsyth
2007 J jnl
Context enhancement through infrared vision: a modified fusion scheme.
Signal Image Video Process.
Zheng Liu, Robert Laganière
2007 J jnl
Phase congruence measurement for image similarity assessment.
Pattern Recognit. Lett.
Zheng Liu, Robert Laganière
2007 — conf
Registration of IR and EO Video Sequences based on Frame Difference.
CRV
Zheng Liu, Robert Laganière
2007 J jnl
Survey: State of the Art in NDE Data Fusion Techniques.
IEEE Trans. Instrum. Meas.
Zheng Liu, David S. Forsyth, Jerzy P. Komorowski, Koichi Hanasaki, Thiagalingam Kirubarajan
2006 J jnl
Concealed weapon detection and visualization in a synthesized image.
Pattern Anal. Appl.
Zheng Liu, Zhiyun Xue, Rick S. Blum, Robert Laganière
2006 — conf
Image Fusion Algorithm Assessment Based on Feature Measurement.
ICICIC (2)
Jiying Zhao, Robert Laganière, Zheng Liu
2006 — conf
On the Use of Phase Congruency to Evaluate Image Similarity.
ICASSP (2)
Zheng Liu, Robert Laganière