On the Use of Phase Congruency to Evaluate Image Similarity. - Zheng Liu 002; Robert Laganière (ICASSP (2), 2006)

Image Fusion Algorithm Assessment Based on Feature Measurement. - Jiying Zhao; Robert Laganière; Zheng Liu 002 (ICICIC (2), 2006)

Concealed weapon detection and visualization in a synthesized image. - Zheng Liu 002; Zhiyun Xue; Rick S. Blum; Robert Laganière (Pattern Anal. Appl., 2006)

Registration of IR and EO Video Sequences based on Frame Difference. - Zheng Liu 002; Robert Laganière (CRV, 2007)

Phase congruence measurement for image similarity assessment. - Zheng Liu 002; Robert Laganière (Pattern Recognit. Lett., 2007)

Context enhancement through infrared vision: a modified fusion scheme. - Zheng Liu 002; Robert Laganière (Signal Image Video Process., 2007)

Survey: State of the Art in NDE Data Fusion Techniques. - Zheng Liu 002; David S. Forsyth; Jerzy P. Komorowski; Koichi Hanasaki; Thiagalingam Kirubarajan (IEEE Trans. Instrum. Meas., 2007)

A feature-based metric for the quantitative evaluation of pixel-level image fusion. - Zheng Liu 002; David S. Forsyth; Robert Laganière (Comput. Vis. Image Underst., 2008)

Characterization of surface deformation with the Edge of LightTM technique. - Zheng Liu 002; Marc Genest; A. Marincak; David S. Forsyth (Mach. Vis. Appl., 2008)

A Data-Fusion Scheme for Quantitative Image Analysis by Using Locally Weighted Regression and Dempster-Shafer Theory. - Zheng Liu 002; David S. Forsyth; Mir-Saeed Safizadeh; A. Fahr (IEEE Trans. Instrum. Meas., 2008)

Quantifying Surface Deformation With the Edge of Light-Enhanced Visual Inspection. - Zheng Liu 002; Marc Genest; David S. Forsyth; A. Marincak (IEEE Trans. Instrum. Meas., 2009)

Concealed Weapon Detection: A Data Fusion Perspective. - Zheng Liu 002; Todd Macuda; Zhiyun Xue; David S. Forsyth; Robert Laganière (J. Aerosp. Comput. Inf. Commun., 2010)

Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications. - Zheng Liu 002; Hiroyuki Ukida; Pradeep Ramuhalli; David S. Forsyth (Mach. Vis. Appl., 2010)

Learning-based super resolution using kernel partial least squares. - Wei Wu 002; Zheng Liu 002; Xiaohai He (Image Vis. Comput., 2011)

Single-image super-resolution based on Markov random field and contourlet transform. - Wei Wu 002; Zheng Liu 002; Wail Gueaieb; Xiaohai He (J. Electronic Imaging, 2011)

An automated vision system for container-code recognition. - Wei Wu 002; Zheng Liu 002; Mo Chen; Xiaomin Yang; Xiaohai He (Expert Syst. Appl., 2012)

Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. - Zheng Liu 002; Erik Blasch; Zhiyun Xue; Jiying Zhao; Robert Laganière; Wei Wu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Image fusion based on a sparse linear system. - Qiwei Xie; Qian Long; Seiichi Mita; Zheng Liu 002; X. Chen (ICIP, 2013)

Human visual system inspired multi-modal medical image fusion framework. - Gaurav Bhatnagar; Q. M. Jonathan Wu; Zheng Liu 002 (Expert Syst. Appl., 2013)

Directive Contrast Based Multimodal Medical Image Fusion in NSCT Domain. - Gaurav Bhatnagar; Q. M. Jonathan Wu; Zheng Liu 002 (IEEE Trans. Multim., 2013)

Use of Sparse Representation for Pedestrian Detection in Thermal Images. - Bin Qi; Vijay John; Zheng Liu 002; Seiichi Mita (CVPR Workshops, 2014)

Statistical analysis of the performance assessment results for pixel-level image fusion. - Zheng Liu 002; Erik Blasch (FUSION, 2014)

Normalizing transducer signals: An overview of a proposed standard. - Gustavo Monte; Zheng Liu 002; Francesco Abate; Vincenzo Paciello; Antonio Pietrosanto; Victor Huang (I2MTC, 2014)

Traffic light recognition in varying illumination using deep learning and saliency map. - Vijay John; Keisuke Yoneda; Bin Qi; Zheng Liu 002; Seiichi Mita (ITSC, 2014)

Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor. - Bin Qi; Vijay John; Zheng Liu 002; Seiichi Mita (ITSC, 2014)

Remote sensing image fusion through kernel estimation based on energy minimization. - Qiwei Xie; Zheng Liu 002; L. Qian; Seiichi Mita; An Jiang (ITSC, 2014)

Automatic calibration and registration of lidar and stereo camera without calibration objects. - Vijay John; Qian Long; Zheng Liu 002; Seiichi Mita (ICVES, 2015)

Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks. - Vijay John; Seiichi Mita; Zheng Liu 002; Bin Qi (MVA, 2015)

Real-Time Lane Estimation Using Deep Features and Extra Trees Regression. - Vijay John; Zheng Liu 002; Chunzhao Guo; Seiichi Mita; Kiyosumi Kidono (PSIVT, 2015)

A new contrast based multimodal medical image fusion framework. - Gaurav Bhatnagar; Q. M. Jonathan Wu; Zheng Liu 002 (Neurocomputing, 2015)

A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches. - Wei Wu 002; Zheng Liu 002; Mo Chen; Zhiming Liu 009; Xi Wu 004; Xiaohai He (Int. J. Pattern Recognit. Artif. Intell., 2015)

Classification of defects with ensemble methods in the automated visual inspection of sewer pipes. - Wei Wu 002; Zheng Liu 002; Yan He (Pattern Anal. Appl., 2015)

A novel image fusion framework for night-vision navigation and surveillance. - Gaurav Bhatnagar; Zheng Liu 002 (Signal Image Video Process., 2015)

Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching. - Vijay John; Keisuke Yoneda; Zheng Liu 002; Seiichi Mita (IEEE Trans. Computational Imaging, 2015)

ISO/IEC/IEEE P21451-001 standard for signal treatment of sensory data. - Zheng Liu 002; Gustavo Monte; Victor Huang (ISIE, 2016)

Fast decision making using ontology-based knowledge base. - Lihua Zhao; Ryutaro Ichise; Yutaka Sasaki; Zheng Liu 002; Tatsuya Yoshikawa (Intelligent Vehicles Symposium, 2016)

An Adaptive Pansharpening Method by Using Weighted Least Squares Filter. - Yadong Song; Wei Wu 002; Zheng Liu 002; Xiaomin Yang; Kai Liu 012; Wei Lu 021 (IEEE Geosci. Remote. Sens. Lett., 2016)

Efficent Traffic-Sign Recognition with Scale-aware CNN. - Yuchen Yang; Shuo Liu 009; Wei Ma; Qiuyuan Wang; Zheng Liu 002 (BMVC, 2017)

Experimenting capacitive sensing technique for structural integrity assessment. - Zheng Liu 002; Huan Liu 002 (ICIT, 2017)

Prognostics of damage growth in composite materials using machine learning techniques. - Huan Liu 002; Shuo Liu 009; Zheng Liu 002; Nezih Mrad; Haobin Dong (ICIT, 2017)

Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization. - Vijay John; Yuquan Xu; Seiichi Mita; Qian Long; Zheng Liu 002 (ICSI (1), 2017)

Application of Hilbert-Huang decomposition to reduce noise and characterize for NMR FID signal of proton precession magnetometer. - Huan Liu 002; Haobin Dong; Zheng Liu 002; Jian Ge 002; Bing Jie Bai; Cheng Zhang 009 (CoRR, 2017)

Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. - Shuo Liu 009; Zheng Liu 002 (CoRR, 2017)

Sensor Fusion and Registration of Lidar and Stereo Camera without Calibration Objects. - Vijay John; Qian Long; Yuquan Xu; Zheng Liu 002; Seiichi Mita (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Ontology-Based Driving Decision Making: A Feasibility Study at Uncontrolled Intersections. - Lihua Zhao; Ryutaro Ichise; Zheng Liu 002; Seiichi Mita; Yutaka Sasaki (IEICE Trans. Inf. Syst., 2017)

Statistical comparison of image fusion algorithms: Recommendations. - Zheng Liu 002; Erik Blasch; Vijay John (Inf. Fusion, 2017)

Fusion of thermal and visible cameras for the application of pedestrian detection. - Vijay John; Shogo Tsuchizawa; Zheng Liu 002; Seiichi Mita (Signal Image Video Process., 2017)

IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation. - Shuo Liu 009; Vijay John; Erik Blasch; Zheng Liu 002; Ying Huang 004 (CVPR Workshops, 2018)

What can machine learning do for geomagnetic data processing? A reconstruction application. - Huan Liu 002; Yihao Liu 004; Shuo Liu 009; Zheng Liu 002; Jian Ge 002; Hengli Song; Zhiwen Yuan; Jun Zhu; Haiyang Zhang; Haobin Dong (I2MTC, 2018)

Wind turbine ice assessment through inductive transfer learning. - Chengkai Zhang; Junchi Bin; Zheng Liu 002 (I2MTC, 2018)

Algebraic Multi-Grid Based Multi-Focus Image Fusion Using Watershed Algorithm. - Ying Huang 004; Weisheng Li 001; Mingliang Gao 001; Zheng Liu 002 (IEEE Access, 2018)

Efficient Traffic-Sign Recognition with Scale-aware CNN. - Yuchen Yang; Shuo Liu 009; Wei Ma; Qiuyuan Wang; Zheng Liu 002 (CoRR, 2018)

Fusing synergistic information from multi-sensor images: An overview from implementation to performance assessment. - Zheng Liu 002; Erik Blasch; Gaurav Bhatnagar; Vijay John; Wei Wu 002; Rick S. Blum (Inf. Fusion, 2018)

Prediction of pipe performance with stacking ensemble learning based approaches. - Fang Shi; Yihao Liu 003; Zheng Liu 002; Eric Li (J. Intell. Fuzzy Syst., 2018)

Real-time road surface and semantic lane estimation using deep features. - Vijay John; Zheng Liu 002; Seiichi Mita; Chunzhao Guo; Kiyosumi Kidono (Signal Image Video Process., 2018)

Estimation of Steering Angle and Collision Avoidance for Automated Driving Using Deep Mixture of Experts. - Vijay John; Ali Boyali; Hossein Tehrani; Kazuhisa Ishimaru; Masataka Konishi; Zheng Liu 002; Seiichi Mita (IEEE Trans. Intell. Veh., 2018)

Feedback Network for Image Super-Resolution. - Zhen Li 031; Jinglei Yang; Zheng Liu 002; Xiaomin Yang; Gwanggil Jeon; Wei Wu 002 (CVPR, 2019)

Towards end-to-end pulsed eddy current classification and regression with CNN. - Xin Fu; Chengkai Zhang; Xiang Peng; Lihua Jian; Zheng Liu 002 (I2MTC, 2019)

A New F-PCASVD based Multivariate Denoising Algorithm for FID Transversal Data. - Huan Liu 002; Haobin Dong; Jian Ge 002; Zheng Liu 002; Hengli Song; Zhiwen Yuan; Jun Zhu; Haiyang Zhang (I2MTC, 2019)

Image Quality Assessment through Contour Detection. - Shuo Liu 009; Xiang Peng; Zheng Liu 002 (ISIE, 2019)

Parameterizing Magnetic Flux Leakage Data for Pipeline Corrosion Defect Retrieval. - Xiang Peng; Chengkai Zhang; Uchenna Anyaoha; Kevin Siggers; Zheng Liu 002 (ISIE, 2019)

Data Migration from Operating EMRs to OpenEMR with Mirth Connect. - Jing Lin; Kyle Ranslam; Fang Shi; Mike Figurski; Zheng Liu 002 (ITCH, 2019)

RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey. - Mingliang Gao 001; Jun Jiang; Guofeng Zou; Vijay John; Zheng Liu 002 (IEEE Access, 2019)

Recurrent Neural Network-Based Approach for Sparse Geomagnetic Data Interpolation and Reconstruction. - Huan Liu 002; Zheng Liu 002; Haobin Dong; Jian Ge 002; Zhiwen Yuan; Jun Zhu; Haiyang Zhang; Xuming Zeng (IEEE Access, 2019)

An Adaptive Approach for Ice Detection in Wind Turbine With Inductive Transfer Learning. - Hongguang Yun; Chengkai Zhang; Chenggang Hou; Zheng Liu 002 (IEEE Access, 2019)

A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion. - Lihua Jian; Xiaomin Yang; Zheng Liu 002; Gwanggil Jeon; Mingliang Gao 001; David Chisholm (CoRR, 2019)

Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles. - Junchi Bin; Bryan Gardiner; Zheng Liu 002; Eric Li (Multim. Tools Appl., 2019)

Pressure Signal Enhancement of Slowly Increasing Leaks Using Digital Compensator Based on Acoustic Sensor. - Fang Wang; Weiguo Lin; Zheng Liu 002; Xianbo Qiu (Sensors, 2019)

Stereo vision-based vehicle localization in point cloud maps using multiswarm particle swarm optimization. - Vijay John; Zheng Liu 002; Seiichi Mita; Yuquan Xu (Signal Image Video Process., 2019)

A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing. - Huan Liu 002; Zheng Liu 002; Shuo Liu 009; Yihao Liu 004; Junchi Bin; Fang Shi; Haobin Dong (IEEE Trans. Geosci. Remote. Sens., 2019)

Adaptive Spatio-Temporal Regularized Correlation Filters for UAV-Based Tracking. - Libin Xu; Qilei Li; Jun Jiang; Guofeng Zou; Zheng Liu 002; Mingliang Gao 001 (ACCV (2), 2020)

Multi-modal Video Fusion for Context-aided Tracking. - Erik Philip Blasch; Yufeng Zheng; Shuo Liu 009; Zheng Liu 002 (FUSION, 2020)

GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging. - Junchi Bin; Meng Kang; Zheng Liu 002 (IEEE SENSORS, 2020)

Optimized Deep Neural Network Architectures with Anchor Box optimization for Shipping Container Corrosion Inspection. - Zhila Bahrami; Ran Zhang 011; Rakiba Rayhana; Teng Wang 002; Zheng Liu 002 (SSCI, 2020)

Non-intrusive leak monitoring system for pipeline within a closed space by wireless sensor network. - Fang Wang; Weiguo Lin; Zheng Liu 002; Liang Kong; Xianbo Qiu (WCNC, 2020)

Fault Diagnosis Framework of Rolling Bearing Using Adaptive Sparse Contrative Auto-Encoder With Optimized Unsupervised Extreme Learning Machine. - Xiaoli Zhao; Minping Jia; Zheng Liu 002 (IEEE Access, 2020)

Multi-source urban data fusion for property value assessment: A case study in Philadelphia. - Junchi Bin; Bryan Gardiner; Eric Li; Zheng Liu 002 (Neurocomputing, 2020)

Theoretical analysis of Tsallis entropy-based quality measure for weighted averaging image fusion. - Araz Sholehkerdar; Javad Tavakoli; Zheng Liu 002 (Inf. Fusion, 2020)

A new approach for small sample face recognition with pose variation by fusing Gabor encoding features and deep features. - Guofeng Zou; Guixia Fu; Mingliang Gao 001; Jinfeng Pan; Zheng Liu 002 (Multim. Tools Appl., 2020)

A Variational Approach for Fusion of Panchromatic and Multispectral Images Using a New Spatial-Spectral Consistency Term. - Mohammad Khateri; Fahim Shabanzade; Fardin Mirzapour; Amirhossein Zaji; Zheng Liu 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

CMFALL: A Cascade and Parallel Multi-State Fall Detection Algorithm Using Waist-Mounted Tri-Axial Accelerometer Signals. - Gaojing Wang; Qingquan Li; Lei Wang 045; Yuanshi Zhang; Zheng Liu 002 (IEEE Trans. Consumer Electron., 2020)

Affine Projection Algorithm-Based High-Order Error Power for Partial Discharge Denoising in Power Cables. - Lu Lu 005; Guangya Zhu; Xiaomin Yang; Kai Zhou; Zheng Liu 002; Wei Wu 002 (IEEE Trans. Instrum. Meas., 2020)

An Effective Method for Automated Railcar Number Detection and Recognition Based on Deep Learning. - Ran Zhang 011; Zhila Bahrami; Zheng Liu 002 (CCECE, 2021)

Smart Valve Detection System for Water Distribution Networks. - Rakiba Rayhana; Yutong Jiao; Zhila Bahrami; Zheng Liu 002; Angie Wu; Xiangjie Kong 003 (ICIT, 2021)

Environment Prediction to Enhance the Navigation System of Water Pipeline Inspection Platforms. - Rakiba Rayhana; Zhila Bahrami; Teng Wang 002; Zheng Liu 002; Angie Wu; Xiangjie Kong 003 (ISIE, 2021)

Wheat Spike Counting Using Regression and Localization Approaches. - Amirhossein Zaji; Zheng Liu 002; Gaozhi Xiao 001; Pankaj Bhowmik; Jatinder S. Sangha; Yuefeng Ruan (IST, 2021)

Attentive Contrast Learning Network for Fine-Grained Classification. - Fangrui Liu; Zihao Liu; Zheng Liu 002 (PRCV (1), 2021)

Certifiable Artificial Intelligence Through Data Fusion. - Erik Blasch; Junchi Bin; Zheng Liu 002 (CoRR, 2021)

RFID Sensing Technologies for Smart Agriculture. - Rakiba Rayhana; Gaozhi Xiao 001; Zheng Liu 002 (IEEE Instrum. Meas. Mag., 2021)

Activation ensemble generative adversarial network transfer learning for image classification. - Xinyue Wang; Jun Jiang; Mingliang Gao 001; Zheng Liu 002; Chengyuan Zhao (J. Electronic Imaging, 2021)

Person re-identification based on metric learning: a survey. - Guofeng Zou; Guixia Fu; Xiang Peng; Yue Liu; Mingliang Gao 001; Zheng Liu 002 (Multim. Tools Appl., 2021)

Automated Vision Systems for Condition Assessment of Sewer and Water Pipelines. - Rakiba Rayhana; Yutong Jiao; Amir Hossein Zaji; Zheng Liu 002 (IEEE Trans Autom. Sci. Eng., 2021)

Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials. - Huan Liu 002; Shuo Liu 009; Zheng Liu 002; Nezih Mrad; Abbas S. Milani (IEEE Trans. Ind. Electron., 2021)

Temporal-Spatio Graph Based Spectrum Analysis for Bearing Fault Detection and Diagnosis. - Teng Wang 002; Zheng Liu 002; Guoliang Lu; Jie Liu 015 (IEEE Trans. Ind. Electron., 2021)

Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas. - Junchi Bin; Choudhury A. Rahman; Shane Rogers; Zheng Liu 002 (IEEE Trans. Ind. Informatics, 2021)

Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data. - Xiaoli Zhao; Minping Jia; Zheng Liu 002 (IEEE Trans. Ind. Informatics, 2021)

A Probabilistic Framework for Remaining Useful Life Prediction of Bearings. - Teng Wang 002; Zheng Liu 002; Nezih Mrad (IEEE Trans. Instrum. Meas., 2021)

Magnetic Dipole Two-Point Tensor Positioning Based on Magnetic Moment Constraints. - Huan Liu 002; Xiaobin Wang; Changfeng Zhao; Jian Ge 002; Haobin Dong; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

An HRCR-CNN Framework for Automated Security Seal Detection on the Shipping Container. - Zhila Bahrami; Ran Zhang 011; Rakiba Rayhana; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

SEDRFuse: A Symmetric Encoder-Decoder With Residual Block Network for Infrared and Visible Image Fusion. - Lihua Jian; Xiaomin Yang; Zheng Liu 002; Gwanggil Jeon; Mingliang Gao 001; David Chisholm (IEEE Trans. Instrum. Meas., 2021)

SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization. - Huan Liu 002; Junchi Bin; Yihao Liu 004; Haobin Dong; Zheng Liu 002; Nezih Mrad; Erik Blasch (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. - Huan Liu 002; Zehua Wang; Changfeng Zhao; Jian Ge 002; Haobin Dong; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

Printed Sensor Technologies for Monitoring Applications in Smart Farming: A Review. - Rakiba Rayhana; Gaozhi Xiao 001; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

An Adaptive Deep Learning Framework for Shipping Container Code Localization and Recognition. - Ran Zhang 011; Zhila Bahrami; Teng Wang 002; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

A Vertical Text Spotting Model for Trailer and Container Codes. - Ran Zhang 011; Zhila Bahrami; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

Semisupervised Deep Sparse Auto-Encoder With Local and Nonlocal Information for Intelligent Fault Diagnosis of Rotating Machinery. - Xiaoli Zhao; Minping Jia; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing. - Xiaoli Zhao; Minping Jia; Junchi Bin; Teng Wang 002; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2021)

Deep Learning Thermal Image Translation for Night Vision Perception. - Shuo Liu 009; Mingliang Gao 001; Vijay John; Zheng Liu 002; Erik Blasch (ACM Trans. Intell. Syst. Technol., 2021)

A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract). - Junchi Bin; Choudhury A. Rahman; Shane Rogers; Shan Du; Zheng Liu 002 (AAAI, 2022)

Lifetime Learning-enabled Modelling Framework for Digital Twin. - Chunsheng Yang; Rahatara Ferdousi; Abdulmotaleb El-Saddik; Yifeng Li 001; Zheng Liu 002; Min Liao (CASE, 2022)

Transfer Learning-enabled Modelling Framework for Digital Twin. - Chunsheng Yang; Yifeng Li 001; Yubin Yang; Zheng Liu 002; Min Liao (CSCWD, 2022)

Wheat spikes counting using object-level data augmentation. - Amirhossein Zaji; Zheng Liu 002; George Xiao 001; Pankaj Bhowmik; Jatinder S. Sangha; Yuefeng Ruan (I2MTC, 2022)

AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder. - Junchi Bin; Ran Zhang 011; Kasun Hewage; Zheng Liu 002 (ICCCM, 2022)

Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System. - Zhenyu Ma; Rakiba Rayhana; Zheng Liu 002; Gaozhi George Xiao; Yuefeng Ruan; Jatinder S. Sangha (IoTaIS, 2022)

A survey on deep learning applications in wheat phenotyping. - Amirhossein Zaji; Zheng Liu 002; George Xiao 001; Jatinder S. Sangha; Yuefeng Ruan (Appl. Soft Comput., 2022)

Wheat spike localization and counting via hybrid UNet architectures. - Amirhossein Zaji; Zheng Liu 002; George Xiao 001; Pankaj Bhowmik; Jatinder S. Sangha; Yuefeng Ruan (Comput. Electron. Agric., 2022)

Multi-Sensor Measurement and Data Fusion. - Zheng Liu 002; George Xiao 001; Huan Liu 002; Hanbing Wei (IEEE Instrum. Meas. Mag., 2022)

Real-time embedded system for valve detection in water pipelines. - Rakiba Rayhana; Yutong Jiao; Zheng Liu 002; Angie Wu; Xiangjie Kong 003 (J. Real Time Image Process., 2022)

Accelerated duality-aware correlation filters for visual tracking. - Libin Xu; Mingliang Gao 001; Zheng Liu 002; Qilei Li; Gwanggil Jeon (Neural Comput. Appl., 2022)

Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery. - Yadong Xu; Xiaoan Yan; Ke Feng; Xin Sheng; Beibei Sun; Zheng Liu 002 (Reliab. Eng. Syst. Saf., 2022)

Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions. - Yadong Xu; Xiaoan Yan; Beibei Sun; Zheng Liu 002 (Reliab. Eng. Syst. Saf., 2022)

Dually attentive multiscale networks for health state recognition of rotating machinery. - Yadong Xu; Xiaoan Yan; Beibei Sun; Zheng Liu 002 (Reliab. Eng. Syst. Saf., 2022)

An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery. - Junchi Bin; Ran Zhang 011; Rui Wang; Yue Cao; Yufeng Zheng; Erik Blasch; Zheng Liu 002 (Sensors, 2022)

Image matching based on a structured deep coupled metric learning framework. - Guixia Fu; Guofeng Zou; Mingliang Gao 001; Zhenzhou Wang; Zheng Liu 002 (Signal Image Video Process., 2022)

Multireceptive Field Denoising Residual Convolutional Networks for Fault Diagnosis. - Yadong Xu; Xiaoan Yan; Beibei Sun; Jinhui Zhai; Zheng Liu 002 (IEEE Trans. Ind. Electron., 2022)

MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis. - Yongchao Zhang 004; Ke Feng; Hui Ma; Kun Yu 003; Zhaohui Ren; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2022)

An End-to-End Framework for Shipping Container Corrosion Defect Inspection. - Zhila Bahrami; Ran Zhang 011; Teng Wang 002; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2022)

Cooperative Suppression of Negative Effects Associated With Multicollinearity and Abnormal Data for Aeromagnetic Compensation. - Jian Ge 002; Wang Luo; Haobin Dong; Minkang Wang; Xinglin Zhang; Tao Wu; Haiyang Zhang; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2022)

Enhanced Magnetic Imaging for Industrial Metal Workpiece Detection Through the Combination of Electromagnetic Induction and Magnetic Anomalies. - Huan Liu 002; Changfeng Zhao; Yihao Liu 004; Haobin Dong; Jian Ge 002; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2022)

Hierarchical Multiscale Dense Networks for Intelligent Fault Diagnosis of Electromechanical Systems. - Yadong Xu; Xiaoan Yan; Beibei Sun; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2022)

Infrared and Visible Image Fusion Based on Deep Decomposition Network and Saliency Analysis. - Lihua Jian; Rakiba Rayhana; Ling Ma 005; Shaowu Wu; Zheng Liu 002; Huiqin Jiang (IEEE Trans. Multim., 2022)

Probabilistic Analysis for Remaining Useful Life Prediction and Reliability Assessment. - Teng Wang 002; Zheng Liu 002; Min Liao; Nezih Mrad; Guoliang Lu (IEEE Trans. Reliab., 2022)

Lightweight Transformer for Multi-Modal Object Detection (Student Abstract). - Yue Cao; Yanshuo Fan; Junchi Bin; Zheng Liu 002 (AAAI, 2023)

Multimodal Object Detection by Channel Switching and Spatial Attention. - Yue Cao; Junchi Bin; Jozsef Hamari; Erik Blasch; Zheng Liu 002 (CVPR Workshops, 2023)

Automated Biomass Estimation through Depth Measurement with an OAK-D Camera. - Zhenyu Ma; Yue Cao; Rakiba Rayhana; Zheng Liu 002; Gaozhi George Xiao; Yuefeng Ruan; Jatinder S. Sangha (ROSE, 2023)

Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails. - Ling Bai; Rakiba Rayhana; Zheng Liu 002; Chunsheng Yang; Min Liao; George Xiao 001 (SAS, 2023)

A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector. - Zihao Lei; Hongming Chen; Guangrui Wen; Ke Feng; Zheng Liu 002; Ruqiang Yan 001; Xuefeng Chen 002 (Inf. Fusion, 2023)

Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings. - Chunyun Li; Khandaker Noman; Zheng Liu 002; Ke Feng; Yongbo Li (Inf. Fusion, 2023)

Complex Magnetic Anomaly Detection Using Structured Low-Rank Approximation With Total Variation Regularization. - Huan Liu 002; Xinglin Zhang; Huafu Cheng; Haobin Dong; Zheng Liu 002 (IEEE Geosci. Remote. Sens. Lett., 2023)

Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions. - Yadong Xu; Xiaoan Yan; Ke Feng; Yongchao Zhang 004; Xiaoli Zhao; Beibei Sun; Zheng Liu 002 (Reliab. Eng. Syst. Saf., 2023)

Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions. - Xiaoli Zhao; Jianyong Yao; Wenxiang Deng; Peng Ding 002; Jichao Zhuang; Zheng Liu 002 (IEEE Trans. Ind. Informatics, 2023)

Magnetic Anomaly Detection Based on Energy-Concentrated Discrete Cosine Wavelet Transform. - Huan Liu 002; Xinglin Zhang; Haobin Dong; Zheng Liu 002; Xiangyun Hu (IEEE Trans. Instrum. Meas., 2023)

Picture-in-Picture Strategy-Based Complex Graph Neural Network for Remaining Useful Life Prediction of Rotating Machinery. - Yudong Cao; Jichao Zhuang; Minping Jia; Xiaoli Zhao; Xiaoan Yan; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Real-Time Mitigation of Measurement Noise Arising From Geomagnetic Background Interferences for a Coil Vector Magnetometer. - Jian Ge 002; Penghui Li; Xiangyun Hu; Haobin Dong; Jing Zhu; Hong Yu; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV. - Jian Ge 002; Wei Xu 047; Xiangyun Hu; Tao Wu; Ke Feng; Yongchao Zhang 004; Haobin Dong; Hong Yu; Jing Zhu; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer. - Jian Ge 002; Jing Zhu; Xiangyun Hu; Wei Xu 047; Ke Feng; Yongchao Zhang 004; Wang Luo; Penghui Li; Haobin Dong; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey. - Jiatong Ling; Ke Feng; Teng Wang 002; Min Liao; Chunsheng Yang; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Frequency Estimation Enhancement for Industrial Free Induction Decay Signals Under Low SNR via Hankelization and Modified Covariance. - Huan Liu 002; Zehua Wang; Tao Meng; Haobin Dong; Zheng Liu 002; Xiangyun Hu (IEEE Trans. Instrum. Meas., 2023)

Synergistic Hankel Structured Low-Rank Approximation With Total Variation Regularization for Complex Magnetic Anomaly Detection. - Huan Liu 002; Xinglin Zhang; Congyu Liao; Haobin Dong; Zheng Liu 002; Xiangyun Hu (IEEE Trans. Instrum. Meas., 2023)

A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis. - Zhijun Ren; Tantao Lin; Ke Feng; Yongsheng Zhu; Zheng Liu 002; Ke Yan (IEEE Trans. Instrum. Meas., 2023)

Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance. - Zhijun Ren; Yongsheng Zhu; Zheng Liu 002; Ke Feng (IEEE Trans. Instrum. Meas., 2023)

A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave. - Hongguang Yun; Ke Feng; Rakiba Rayhana; Shashank Pant; Marc Genest; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Ontology-Based Driving Simulation for Traffic Lights Optimization. - Amirhossein Zaji; Zheng Liu 002; Takashi Bando; Lihua Zhao (ACM Trans. Intell. Syst. Technol., 2023)

AutoOLA: Automatic object level augmentation for wheat spikes counting. - Amirhossein Zaji; Zheng Liu 002; George Xiao 001; Pankaj Bhowmik; Jatinder S. Sangha; Yuefeng Ruan (Comput. Electron. Agric., 2023)

Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation. - Lin Pan; Zhaopei Li; Zhiqiang Shen; Zheng Liu 002; Liqin Huang; Mingjing Yang; Bin Zheng; Taidui Zeng; Shaohua Zheng (Comput. Biol. Medicine, 2023)

RHPMF: A context-aware matrix factorization approach for understanding regional real estate market. - Junchi Bin; Bryan Gardiner; Huan Liu 002; Eric Li; Zheng Liu 002 (Inf. Fusion, 2023)

Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data. - Dingyi Sun; Yongbo Li; Sixiang Jia; Ke Feng; Zheng Liu 002 (Inf. Fusion, 2023)

Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing. - Yongchao Zhang 004; Jinchen Ji; Zhaohui Ren; Qing Ni; Fengshou Gu; Ke Feng; Kun Yu 003; Jian Ge 002; Zihao Lei; Zheng Liu 002 (Reliab. Eng. Syst. Saf., 2023)

Semi-supervised machinery health assessment framework via temporal broad learning system embedding manifold regularization with unlabeled data. - Yudong Cao; Minping Jia; Xiaoli Zhao; Xiaoan Yan; Zheng Liu 002 (Expert Syst. Appl., 2023)

The registration of visible and thermal images through multi-objective optimization. - Junchi Bin; Heqing Zhang; Zhila Bahrami; Ran Zhang 011; Huan Liu 002; Erik Blasch; Zheng Liu 002 (Inf. Fusion, 2023)

CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery. - Yadong Xu; Ke Feng; Xiaoan Yan; Ruqiang Yan 001; Qing Ni; Beibei Sun; Zihao Lei; Yongchao Zhang 004; Zheng Liu 002 (Inf. Fusion, 2023)

Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging. - Junchi Bin; Zhila Bahrami; Choudhury A. Rahman; Shan Du; Shane Rogers; Zheng Liu 002 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network. - Xiaoli Zhao; Jianyong Yao; Wenxiang Deng; Peng Ding 002; Yifei Ding; Minping Jia; Zheng Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions. - Tianci Zhang; Jinglong Chen; Shen Liu; Zheng Liu 002 (IEEE Trans. Ind. Informatics, 2023)

TAME-Faster R-CNN model for Image-based Tea Diseases Detection. - Tiancheng Liu; Ling Bai; Rakiba Rayhana; Xiuguo Zou; Zheng Liu 002 (CCECE, 2024)

Digital Twin for Industrial Asset Management: A Case Study for Pipeline Maintenance. - Ling Bai; Rakiba Rayhana; Jiatong Ling; Teng Wang 002; Zheng Liu 002; Andreas Schnabel; Chunsheng Yang; Min Liao (IECON, 2024)

Distributed Predictive Maintenance through Edge Computing. - Rakiba Rayhana; Hongguang Yun; Teng Wang 002; Johnson Chen; Yanshuo Fan; Zheng Liu 002; Wendy Gao (INDIN, 2024)

Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis. - Zhijun Ren; Kai Huang; Yongsheng Zhu; Ke Feng; Zheng Liu 002; Hong Fu; Jun Hong 002; Adam Glowacz (Eng. Appl. Artif. Intell., 2024)

Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection. - Junchi Bin; Shane Rogers; Zheng Liu 002 (Inf. Fusion, 2024)

Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis. - Dingyi Sun; Yongbo Li; Zheng Liu 002; Sixiang Jia; Khandaker Noman (Inf. Fusion, 2024)

Higher-Order Singular Value Tensor Decomposition-Based Tuning Frequency Estimation for FID Signals Under Low SNR. - Wenjingping Zhang; Huan Liu 002; Haobin Dong; Zheng Liu 002; Xiangyun Hu (IEEE Geosci. Remote. Sens. Lett., 2024)

Wide-Focus Imaging for Industrial Metal Workpieces Using Tower-Type Transmitting Coils. - Huan Liu 002; Jinbo Wu; Haobin Dong; Zheng Liu 002; Xiangyun Hu (IEEE Trans. Instrum. Meas., 2024)

WaveCLR: Contrastive Learning of Guided Wave Representations for Composite Damage Identification. - Hongguang Yun; Rui Wang; Rakiba Rayhana; Shashank Pant; Marc Genest; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2024)

Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis. - Yadong Xu; Ke Feng; Xiaoan Yan; Xin Sheng; Beibei Sun; Zheng Liu 002; Ruqiang Yan 001 (IEEE Trans. Ind. Informatics, 2024)

An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System. - Keyi Zhou; Ningyun Lu; Bin Jiang 001; Zheng Liu 002; Baoli Zhang; Jianfei Chen (IEEE Trans. Intell. Veh., 2024)

Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels. - Shun Wang 003; Yongbo Li; Khandaker Noman; Zhixiong Li; Ke Feng; Zheng Liu 002; Zichen Deng (Inf. Fusion, 2024)

Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator. - Xiaoli Zhao; Xingjun Zhu; Jiahui Liu; Yuanhao Hu; Tianyu Gao; Liyong Zhao; Jianyong Yao; Zheng Liu 002 (Inf. Fusion, 2024)

A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition. - Ran Zhang 011; Zhila Bahrami; Ke Feng; Zheng Liu 002 (IEEE Trans. Artif. Intell., 2024)

Dual-phase airway segmentation: Enhancing distal bronchial identification with anatomical prior guidance. - Zhen Zhang 057; Wen Zhang; Liqin Huang; Lin Pan; Shaohua Zheng; Zheng Liu 002; Weisheng Chen; Penggang Bai (Eng. Appl. Artif. Intell., 2025)

IFIFusion: A independent feature information fusion model for surface defect detection. - Xin Zhou; Yongchao Zhang 004; Zheng Liu 002; Zeyu Jiang; Zhaohui Ren; Tianchuan Mi; Shihua Zhou (Inf. Fusion, 2025)

LSDC-RC-RAPID: An Improved Probabilistic Reconstruction Approach for Pipeline Corrosion Detection With UGWT. - Jiatong Ling; Rakiba Rayhana; Zheng Liu 002; Min Liao; Chunsheng Yang; Andreas Schnabel; Robert Neubeck; Christian Wunderlich (IEEE Trans. Instrum. Meas., 2025)

SFC-YOLOv8: Enhanced Strip Steel Surface Defect Detection Using Spatial-Frequency Domain-Optimized YOLOv8. - Huan Liu 002; Ruikuan Hu; Haobin Dong; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2025)

Two-Distribution Approximate Evaluation of Multiwavelet Cascade Feature Method for Noise Unbalanced Bearing Fault Diagnosis. - Xiaodong Miao; Zheng Liu 002; Kun Xu; Hua Wang; Xun Zhao; Peng Ding 002 (IEEE Trans. Instrum. Meas., 2025)

Multiserver Federated Learning for Building Energy Prediction With Wind Speed. - Rui Wang; Yanshuo Fan; Hongguang Yun; Rakiba Rayhana; Ling Bai; Zheng Liu 002 (IEEE Trans. Instrum. Meas., 2025)

Adaptive Ordinal Sample-Weighted Meta-ResNet for Fault Severity Classification Under Class Imbalance. - Qifa Xu; Zhenglei Jin; Cuixia Jiang; Zheng Liu 002 (IEEE Trans. Ind. Informatics, 2025)