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ORCIDZheng Liu 0002
Person information
- affiliation: University of British Columbia Okanagan, School of Engineering, Kelowna, BC, Canada
- affiliation (former): Toyota Technological Institute, Intelligent Information Processing Laboratory, Nagoya, Japan
- affiliation (PhD 2007): University of Ottawa, ON, Canada
Other persons with the same name
- Zheng Liu — disambiguation page
- Zheng Liu 0001
![[0000-0001-5391-1105]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-5391-1105")
— Nanjing University of Posts and Telecommunications, School of Computer Science, Nanjing, China (and 1 more) - Zheng Liu 0003 — Xi'an Jiaotong University, School of Electronics & Information Engineering, China
- Zheng Liu 0004 — China University of Geosciences, Faculty of Information Engineering, Wuhan, China
- Zheng Liu 0005 — Michigan Technological University, Department of Civil and Environmental Engineering, Houghton, MI, USA (and 1 more)
- Zheng Liu 0006 — University of Chinese Academy of Sciences, Science and Technology on Optical Radiation Laboratory, Beijing, China
- Zheng Liu 0007 — Guilin University of Electronic Technology, School of Electronic Information and Automation, Guilin, China
- Zheng Liu 0008 — Beijing Jiaotong University,Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, Beijing, China
- Zheng Liu 0009 — University of Illinois at Urbana-Champaign, Department of Nuclear, Plasma, and Radiological Engineering, Urbana, IL, USA
- Zheng Liu 0010 — McMaster University, Department of Electrical and Computer Engineering, Hamilton, Canada
- Zheng Liu 0011 — Beijing Academy of Artificial Intelligence, China (and 3 more)
- Zheng Liu 0012 — National University of Defense Technology, College of Electronic Science and Engineering, Changsha, China
- Zheng Liu 0013 — Capital Normal University, College of Information Engineering, Beijing, China
- Zheng Liu 0014 — Beihang University, School of Computer Science and Engineering, Laboratory of Intelligent Recognition and Image Processing, Beijing, China
- Zheng Liu 0015 — Xidian University, National Laboratory of Radar Signal Processing, Xi'an, China
- Zheng Liu 0016 — Zhejiang University, College of Control Science and Engineering, Research Center for Analytical Instrumentation, Institute of Cyber-systems and Control, State Key Laboratory of Industrial Control Technology, Hangzhou, China
- Zheng Liu 0017 — University of Illinois at Chicago, IL, USA
- Zheng Liu 0018 — Beijing University of Technology, Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Artificial Intelligence Institutem Beijing, China
- Zheng Liu 0019 — University of Hong Kong, Department of Mechanical Engineering, Hong Kong
- Zheng Liu 0020 — Shanghai Jiao Tong University, School of Materials Science and Engineering, Institute of Forming Technology and Equipment, Institute of Medical Robotics, Shanghai, China
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2020 – today
- 2024
[j122]Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz:
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis. Eng. Appl. Artif. Intell. 133: 108332 (2024)- [j121]Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng, Zheng Liu, Zichen Deng:
Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels. Inf. Fusion 104: 102152 (2024) - [j120]Xiaoli Zhao, Xingjun Zhu, Jiahui Liu, Yuanhao Hu, Tianyu Gao, Liyong Zhao, Jianyong Yao, Zheng Liu:
Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator. Inf. Fusion 104: 102186 (2024) - [j119]Junchi Bin, Shane Rogers, Zheng Liu:
Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection. Inf. Fusion 106: 102266 (2024) - [j118]Dingyi Sun, Yongbo Li, Zheng Liu, Sixiang Jia, Khandaker Noman:
Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis. Inf. Fusion 108: 102394 (2024) - [j117]Wenjingping Zhang, Huan Liu, Haobin Dong, Zheng Liu, Xiangyun Hu:
Higher-Order Singular Value Tensor Decomposition-Based Tuning Frequency Estimation for FID Signals Under Low SNR. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j116]Ran Zhang, Zhila Bahrami, Ke Feng, Zheng Liu:
A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition. IEEE Trans. Artif. Intell. 5(4): 1755-1768 (2024) - [j115]Yadong Xu, Ke Feng, Xiaoan Yan, Xin Sheng, Beibei Sun, Zheng Liu, Ruqiang Yan:
Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis. IEEE Trans. Ind. Informatics 20(1): 73-84 (2024) - [j114]Huan Liu, Jinbo Wu, Haobin Dong, Zheng Liu, Xiangyun Hu:
Wide-Focus Imaging for Industrial Metal Workpieces Using Tower-Type Transmitting Coils. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j113]Hongguang Yun, Rui Wang, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu:
WaveCLR: Contrastive Learning of Guided Wave Representations for Composite Damage Identification. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j112]Keyi Zhou, Ningyun Lu, Bin Jiang, Zheng Liu, Baoli Zhang, Jianfei Chen:
An Information Fusion Based Incipient Fault Diagnosis Method for Railway Vehicle Door System. IEEE Trans. Intell. Veh. 9(1): 1320-1332 (2024) - [c49]Tiancheng Liu, Ling Bai, Rakiba Rayhana, Xiuguo Zou, Zheng Liu:
TAME-Faster R-CNN model for Image-based Tea Diseases Detection. CCECE 2024: 38-42 - 2023
- [j111]Lin Pan, Zhaopei Li, Zhiqiang Shen, Zheng Liu, Liqin Huang, Mingjing Yang, Bin Zheng, Taidui Zeng, Shaohua Zheng:
Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation. Comput. Biol. Medicine 155: 106669 (2023) - [j110]Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
AutoOLA: Automatic object level augmentation for wheat spikes counting. Comput. Electron. Agric. 205: 107623 (2023) - [j109]Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Zheng Liu:
Semi-supervised machinery health assessment framework via temporal broad learning system embedding manifold regularization with unlabeled data. Expert Syst. Appl. 222: 119824 (2023) - [j108]Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen:
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector. Inf. Fusion 90: 95-110 (2023) - [j107]Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng, Zheng Liu:
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data. Inf. Fusion 94: 112-125 (2023) - [j106]Junchi Bin, Bryan Gardiner, Huan Liu, Eric Li, Zheng Liu:
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market. Inf. Fusion 94: 229-242 (2023) - [j105]Yadong Xu, Ke Feng, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu:
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery. Inf. Fusion 95: 1-16 (2023) - [j104]Junchi Bin, Heqing Zhang, Zhila Bahrami, Ran Zhang, Huan Liu, Erik Blasch, Zheng Liu:
The registration of visible and thermal images through multi-objective optimization. Inf. Fusion 95: 186-198 (2023) - [j103]Chunyun Li, Khandaker Noman, Zheng Liu, Ke Feng, Yongbo Li:
Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings. Inf. Fusion 98: 101831 (2023) - [j102]Huan Liu, Xinglin Zhang, Huafu Cheng, Haobin Dong, Zheng Liu:
Complex Magnetic Anomaly Detection Using Structured Low-Rank Approximation With Total Variation Regularization. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j101]Yadong Xu, Xiaoan Yan, Ke Feng, Yongchao Zhang, Xiaoli Zhao, Beibei Sun, Zheng Liu:
Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions. Reliab. Eng. Syst. Saf. 231: 108972 (2023) - [j100]Yongchao Zhang, Jinchen Ji, Zhaohui Ren, Qing Ni, Fengshou Gu, Ke Feng, Kun Yu, Jian Ge, Zihao Lei, Zheng Liu:
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing. Reliab. Eng. Syst. Saf. 234: 109186 (2023) - [j99]Junchi Bin, Zhila Bahrami, Choudhury A. Rahman, Shan Du, Shane Rogers, Zheng Liu:
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1151-1162 (2023) - [j98]Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Jichao Zhuang, Zheng Liu:
Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions. IEEE Trans. Ind. Informatics 19(1): 166-176 (2023) - [j97]Tianci Zhang, Jinglong Chen, Shen Liu, Zheng Liu:
Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Ind. Informatics 19(10): 10277-10287 (2023) - [j96]Huan Liu, Xinglin Zhang, Haobin Dong, Zheng Liu, Xiangyun Hu:
Magnetic Anomaly Detection Based on Energy-Concentrated Discrete Cosine Wavelet Transform. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j95]Yudong Cao, Jichao Zhuang, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Zheng Liu:
Picture-in-Picture Strategy-Based Complex Graph Neural Network for Remaining Useful Life Prediction of Rotating Machinery. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j94]Jian Ge, Penghui Li, Xiangyun Hu, Haobin Dong, Jing Zhu, Hong Yu, Zheng Liu:
Real-Time Mitigation of Measurement Noise Arising From Geomagnetic Background Interferences for a Coil Vector Magnetometer. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j93]Jian Ge, Wei Xu, Xiangyun Hu, Tao Wu, Ke Feng, Yongchao Zhang, Haobin Dong, Hong Yu, Jing Zhu, Zheng Liu:
Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j92]Jian Ge, Jing Zhu, Xiangyun Hu, Wei Xu, Ke Feng, Yongchao Zhang, Wang Luo, Penghui Li, Haobin Dong, Zheng Liu:
High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j91]Jiatong Ling, Ke Feng, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu:
Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey. IEEE Trans. Instrum. Meas. 72: 1-17 (2023) - [j90]Huan Liu, Zehua Wang, Tao Meng, Haobin Dong, Zheng Liu, Xiangyun Hu:
Frequency Estimation Enhancement for Industrial Free Induction Decay Signals Under Low SNR via Hankelization and Modified Covariance. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - [j89]Huan Liu, Xinglin Zhang, Congyu Liao, Haobin Dong, Zheng Liu, Xiangyun Hu:
Synergistic Hankel Structured Low-Rank Approximation With Total Variation Regularization for Complex Magnetic Anomaly Detection. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j88]Zhijun Ren, Tantao Lin, Ke Feng, Yongsheng Zhu, Zheng Liu, Ke Yan:
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-35 (2023) - [j87]Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng:
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j86]Hongguang Yun, Ke Feng, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu:
A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j85]Amirhossein Zaji, Zheng Liu, Takashi Bando, Lihua Zhao:
Ontology-Based Driving Simulation for Traffic Lights Optimization. ACM Trans. Intell. Syst. Technol. 14(3): 39:1-39:26 (2023) - [j84]Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Yifei Ding, Minping Jia, Zheng Liu:
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6339-6353 (2023) - [c48]Yue Cao, Yanshuo Fan, Junchi Bin, Zheng Liu:
Lightweight Transformer for Multi-Modal Object Detection (Student Abstract). AAAI 2023: 16172-16173 - [c47]Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu:
Multimodal Object Detection by Channel Switching and Spatial Attention. CVPR Workshops 2023: 403-411 - [c46]Zhenyu Ma, Yue Cao, Rakiba Rayhana, Zheng Liu, Gaozhi George Xiao, Yuefeng Ruan, Jatinder S. Sangha:
Automated Biomass Estimation through Depth Measurement with an OAK-D Camera. ROSE 2023: 1-6 - [c45]Ling Bai, Rakiba Rayhana, Zheng Liu, Chunsheng Yang, Min Liao, George Xiao:
Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails. SAS 2023: 1-6 - 2022
- [j83]Amirhossein Zaji, Zheng Liu, George Xiao, Jatinder S. Sangha, Yuefeng Ruan:
A survey on deep learning applications in wheat phenotyping. Appl. Soft Comput. 131: 109761 (2022) - [j82]Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
Wheat spike localization and counting via hybrid UNet architectures. Comput. Electron. Agric. 203: 107439 (2022) - [j81]Zheng Liu, George Xiao, Huan Liu, Hanbing Wei:
Multi-Sensor Measurement and Data Fusion. IEEE Instrum. Meas. Mag. 25(1): 28-36 (2022) - [j80]Rakiba Rayhana, Yutong Jiao, Zheng Liu, Angie Wu, Xiangjie Kong:
Real-time embedded system for valve detection in water pipelines. J. Real Time Image Process. 19(2): 247-259 (2022) - [j79]Libin Xu, Mingliang Gao, Zheng Liu, Qilei Li, Gwanggil Jeon:
Accelerated duality-aware correlation filters for visual tracking. Neural Comput. Appl. 34(8): 6241-6256 (2022) - [j78]Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu:
Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions. Reliab. Eng. Syst. Saf. 225: 108618 (2022) - [j77]Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu:
Dually attentive multiscale networks for health state recognition of rotating machinery. Reliab. Eng. Syst. Saf. 225: 108626 (2022) - [j76]Yadong Xu, Xiaoan Yan, Ke Feng, Xin Sheng, Beibei Sun, Zheng Liu:
Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. 226: 108714 (2022) - [j75]Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu:
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery. Sensors 22(19): 7167 (2022) - [j74]Guixia Fu, Guofeng Zou, Mingliang Gao, Zhenzhou Wang, Zheng Liu:
Image matching based on a structured deep coupled metric learning framework. Signal Image Video Process. 16(6): 1649-1657 (2022) - [j73]Yadong Xu, Xiaoan Yan, Beibei Sun, Jinhui Zhai, Zheng Liu:
Multireceptive Field Denoising Residual Convolutional Networks for Fault Diagnosis. IEEE Trans. Ind. Electron. 69(11): 11686-11696 (2022) - [j72]Yongchao Zhang, Ke Feng, Hui Ma, Kun Yu, Zhaohui Ren, Zheng Liu:
MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j71]Zhila Bahrami, Ran Zhang, Teng Wang, Zheng Liu:
An End-to-End Framework for Shipping Container Corrosion Defect Inspection. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - [j70]Jian Ge, Wang Luo, Haobin Dong, Minkang Wang, Xinglin Zhang, Tao Wu, Haiyang Zhang, Zheng Liu:
Cooperative Suppression of Negative Effects Associated With Multicollinearity and Abnormal Data for Aeromagnetic Compensation. IEEE Trans. Instrum. Meas. 71: 1-9 (2022) - [j69]Huan Liu, Changfeng Zhao, Yihao Liu, Haobin Dong, Jian Ge, Zheng Liu:
Enhanced Magnetic Imaging for Industrial Metal Workpiece Detection Through the Combination of Electromagnetic Induction and Magnetic Anomalies. IEEE Trans. Instrum. Meas. 71: 1-9 (2022) - [j68]Yadong Xu, Xiaoan Yan, Beibei Sun, Zheng Liu:
Hierarchical Multiscale Dense Networks for Intelligent Fault Diagnosis of Electromechanical Systems. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j67]Lihua Jian, Rakiba Rayhana, Ling Ma, Shaowu Wu, Zheng Liu, Huiqin Jiang:
Infrared and Visible Image Fusion Based on Deep Decomposition Network and Saliency Analysis. IEEE Trans. Multim. 24: 3314-3326 (2022) - [j66]Teng Wang, Zheng Liu, Min Liao, Nezih Mrad, Guoliang Lu:
Probabilistic Analysis for Remaining Useful Life Prediction and Reliability Assessment. IEEE Trans. Reliab. 71(3): 1207-1218 (2022) - [c44]Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu:
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract). AAAI 2022: 12917-12918 - [c43]Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El-Saddik, Yifeng Li, Zheng Liu, Min Liao:
Lifetime Learning-enabled Modelling Framework for Digital Twin. CASE 2022: 1761-1766 - [c42]Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao:
Transfer Learning-enabled Modelling Framework for Digital Twin. CSCWD 2022: 113-118 - [c41]Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
Wheat spikes counting using object-level data augmentation. I2MTC 2022: 1-6 - [c40]Junchi Bin, Ran Zhang, Kasun Hewage, Zheng Liu:
AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder. ICCCM 2022: 91-96 - [c39]Zhenyu Ma, Rakiba Rayhana, Zheng Liu, Gaozhi George Xiao, Yuefeng Ruan, Jatinder S. Sangha:
Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System. IoTaIS 2022: 311-316 - 2021
- [j65]Rakiba Rayhana, Gaozhi Xiao, Zheng Liu:
RFID Sensing Technologies for Smart Agriculture. IEEE Instrum. Meas. Mag. 24(3): 50-60 (2021) - [j64]Xinyue Wang, Jun Jiang, Mingliang Gao, Zheng Liu, Chengyuan Zhao:
Activation ensemble generative adversarial network transfer learning for image classification. J. Electronic Imaging 30(1): 013016 (2021) - [j63]Guofeng Zou, Guixia Fu, Xiang Peng, Yue Liu, Mingliang Gao, Zheng Liu:
Person re-identification based on metric learning: a survey. Multim. Tools Appl. 80(17): 26855-26888 (2021) - [j62]Rakiba Rayhana, Yutong Jiao, Amir Hossein Zaji, Zheng Liu:
Automated Vision Systems for Condition Assessment of Sewer and Water Pipelines. IEEE Trans Autom. Sci. Eng. 18(4): 1861-1878 (2021) - [j61]Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, Abbas S. Milani:
Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials. IEEE Trans. Ind. Electron. 68(3): 2532-2542 (2021) - [j60]Teng Wang, Zheng Liu, Guoliang Lu, Jie Liu:
Temporal-Spatio Graph Based Spectrum Analysis for Bearing Fault Detection and Diagnosis. IEEE Trans. Ind. Electron. 68(3): 2598-2607 (2021) - [j59]Xiaoli Zhao, Minping Jia, Zheng Liu:
Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data. IEEE Trans. Ind. Informatics 17(8): 5450-5460 (2021) - [j58]Junchi Bin, Choudhury A. Rahman, Shane Rogers, Zheng Liu:
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas. IEEE Trans. Ind. Informatics 17(12): 8122-8130 (2021) - [j57]Teng Wang, Zheng Liu, Nezih Mrad:
A Probabilistic Framework for Remaining Useful Life Prediction of Bearings. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j56]Huan Liu, Xiaobin Wang, Changfeng Zhao, Jian Ge, Haobin Dong, Zheng Liu:
Magnetic Dipole Two-Point Tensor Positioning Based on Magnetic Moment Constraints. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j55]Zhila Bahrami, Ran Zhang, Rakiba Rayhana, Zheng Liu:
An HRCR-CNN Framework for Automated Security Seal Detection on the Shipping Container. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j54]Lihua Jian, Xiaomin Yang, Zheng Liu, Gwanggil Jeon, Mingliang Gao, David Chisholm:
SEDRFuse: A Symmetric Encoder-Decoder With Residual Block Network for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [j53]Huan Liu, Junchi Bin, Yihao Liu, Haobin Dong, Zheng Liu, Nezih Mrad, Erik Blasch:
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j52]Huan Liu, Zehua Wang, Changfeng Zhao, Jian Ge, Haobin Dong, Zheng Liu:
Improving the Signal-to-Noise-Ratio of Free Induction Decay Signals Using a New Multilinear Singular Value Decomposition-Based Filter. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j51]Rakiba Rayhana, Gaozhi Xiao, Zheng Liu:
Printed Sensor Technologies for Monitoring Applications in Smart Farming: A Review. IEEE Trans. Instrum. Meas. 70: 1-19 (2021) - [j50]Ran Zhang, Zhila Bahrami, Teng Wang, Zheng Liu:
An Adaptive Deep Learning Framework for Shipping Container Code Localization and Recognition. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j49]Ran Zhang, Zhila Bahrami, Zheng Liu:
A Vertical Text Spotting Model for Trailer and Container Codes. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j48]Xiaoli Zhao, Minping Jia, Zheng Liu:
Semisupervised Deep Sparse Auto-Encoder With Local and Nonlocal Information for Intelligent Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j47]Xiaoli Zhao, Minping Jia, Junchi Bin, Teng Wang, Zheng Liu:
Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j46]Shuo Liu, Mingliang Gao, Vijay John, Zheng Liu, Erik Blasch:
Deep Learning Thermal Image Translation for Night Vision Perception. ACM Trans. Intell. Syst. Technol. 12(1): 9:1-9:18 (2021) - [c38]Ran Zhang, Zhila Bahrami, Zheng Liu:
An Effective Method for Automated Railcar Number Detection and Recognition Based on Deep Learning. CCECE 2021: 1-6 - [c37]Rakiba Rayhana, Yutong Jiao, Zhila Bahrami, Zheng Liu, Angie Wu, Xiangjie Kong:
Smart Valve Detection System for Water Distribution Networks. ICIT 2021: 1176-1181 - [c36]Rakiba Rayhana, Zhila Bahrami, Teng Wang, Zheng Liu, Angie Wu, Xiangjie Kong:
Environment Prediction to Enhance the Navigation System of Water Pipeline Inspection Platforms. ISIE 2021: 1-6 - [c35]Amirhossein Zaji, Zheng Liu, Gaozhi Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
Wheat Spike Counting Using Regression and Localization Approaches. IST 2021: 1-6 - [c34]Fangrui Liu, Zihao Liu, Zheng Liu:
Attentive Contrast Learning Network for Fine-Grained Classification. PRCV (1) 2021: 92-104 - [i8]Erik Blasch, Junchi Bin, Zheng Liu:
Certifiable Artificial Intelligence Through Data Fusion. CoRR abs/2111.02001 (2021) - 2020
- [j45]Xiaoli Zhao, Minping Jia, Zheng Liu:
Fault Diagnosis Framework of Rolling Bearing Using Adaptive Sparse Contrative Auto-Encoder With Optimized Unsupervised Extreme Learning Machine. IEEE Access 8: 99154-99170 (2020) - [j44]Junchi Bin, Bryan Gardiner, Eric Li, Zheng Liu:
Multi-source urban data fusion for property value assessment: A case study in Philadelphia. Neurocomputing 404: 70-83 (2020) - [j43]Araz Sholehkerdar, Javad Tavakoli, Zheng Liu:
Theoretical analysis of Tsallis entropy-based quality measure for weighted averaging image fusion. Inf. Fusion 58: 69-81 (2020) - [j42]Guofeng Zou, Guixia Fu, Mingliang Gao, Jinfeng Pan, Zheng Liu:
A new approach for small sample face recognition with pose variation by fusing Gabor encoding features and deep features. Multim. Tools Appl. 79(31-32): 23571-23598 (2020) - [j41]Mohammad Khateri, Fahim Shabanzade, Fardin Mirzapour, Amirhossein Zaji, Zheng Liu:
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. 13: 3421-3436 (2020) - [j40]Gaojing Wang, Qingquan Li, Lei Wang, Yuanshi Zhang, Zheng Liu:
CMFALL: A Cascade and Parallel Multi-State Fall Detection Algorithm Using Waist-Mounted Tri-Axial Accelerometer Signals. IEEE Trans. Consumer Electron. 66(3): 261-270 (2020) - [j39]Lu Lu, Guangya Zhu, Xiaomin Yang, Kai Zhou, Zheng Liu, Wei Wu:
Affine Projection Algorithm-Based High-Order Error Power for Partial Discharge Denoising in Power Cables. IEEE Trans. Instrum. Meas. 69(4): 1821-1832 (2020) - [c33]Libin Xu, Qilei Li, Jun Jiang, Guofeng Zou, Zheng Liu, Mingliang Gao:
Adaptive Spatio-Temporal Regularized Correlation Filters for UAV-Based Tracking. ACCV (2) 2020: 391-404 - [c32]Erik Philip Blasch, Yufeng Zheng, Shuo Liu, Zheng Liu:
Multi-modal Video Fusion for Context-aided Tracking. FUSION 2020: 1-8 - [c31]Junchi Bin, Meng Kang, Zheng Liu:
GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging. IEEE SENSORS 2020: 1-4 - [c30]Zhila Bahrami, Ran Zhang, Rakiba Rayhana, Teng Wang, Zheng Liu:
Optimized Deep Neural Network Architectures with Anchor Box optimization for Shipping Container Corrosion Inspection. SSCI 2020: 1328-1333 - [c29]Fang Wang, Weiguo Lin, Zheng Liu, Liang Kong, Xianbo Qiu:
Non-intrusive leak monitoring system for pipeline within a closed space by wireless sensor network. WCNC 2020: 1-6
2010 – 2019
- 2019
- [j38]Huan Liu, Zheng Liu, Haobin Dong, Jian Ge, Zhiwen Yuan, Jun Zhu, Haiyang Zhang, Xuming Zeng:
Recurrent Neural Network-Based Approach for Sparse Geomagnetic Data Interpolation and Reconstruction. IEEE Access 7: 33173-33179 (2019) - [j37]Mingliang Gao, Jun Jiang, Guofeng Zou, Vijay John, Zheng Liu:
RGB-D-Based Object Recognition Using Multimodal Convolutional Neural Networks: A Survey. IEEE Access 7: 43110-43136 (2019) - [j36]Hongguang Yun, Chengkai Zhang, Chenggang Hou, Zheng Liu:
An Adaptive Approach for Ice Detection in Wind Turbine With Inductive Transfer Learning. IEEE Access 7: 122205-122213 (2019) - [j35]Junchi Bin, Bryan Gardiner, Zheng Liu, Eric Li:
Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles. Multim. Tools Appl. 78(22): 31163-31184 (2019) - [j34]Fang Wang, Weiguo Lin, Zheng Liu, Xianbo Qiu:
Pressure Signal Enhancement of Slowly Increasing Leaks Using Digital Compensator Based on Acoustic Sensor. Sensors 19(19): 4317 (2019) - [j33]Vijay John, Zheng Liu, Seiichi Mita, Y. Xu:
Stereo vision-based vehicle localization in point cloud maps using multiswarm particle swarm optimization. Signal Image Video Process. 13(4): 805-812 (2019) - [j32]Huan Liu, Zheng Liu, Shuo Liu, Yihao Liu, Junchi Bin, Fang Shi, Haobin Dong:
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing. IEEE Trans. Geosci. Remote. Sens. 57(1): 128-140 (2019) - [c28]Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu:
Feedback Network for Image Super-Resolution. CVPR 2019: 3867-3876 - [c27]Xin Fu, Chengkai Zhang, Xiang Peng, Lihua Jian, Zheng Liu:
Towards end-to-end pulsed eddy current classification and regression with CNN. I2MTC 2019: 1-5 - [c26]Huan Liu, Haobin Dong, Jian Ge, Zheng Liu, Hengli Song, Zhiwen Yuan, Jun Zhu, Haiyang Zhang:
A New F-PCASVD based Multivariate Denoising Algorithm for FID Transversal Data. I2MTC 2019: 1-6 - [c25]Shuo Liu, Xiang Peng, Zheng Liu:
Image Quality Assessment through Contour Detection. ISIE 2019: 1413-1417 - [c24]Xiang Peng, Chengkai Zhang, Uchenna Anyaoha, Kevin Siggers, Zheng Liu:
Parameterizing Magnetic Flux Leakage Data for Pipeline Corrosion Defect Retrieval. ISIE 2019: 2665-2670 - [c23]Jing Lin, Kyle Ranslam, Fang Shi, Mike Figurski, Zheng Liu:
Data Migration from Operating EMRs to OpenEMR with Mirth Connect. ITCH 2019: 288-292 - [i7]Xin Fu, Chengkai Zhang, Xiang Peng, Lihua Jian, Zheng Liu:
Towards end-to-end pulsed eddy current classification and regression with CNN. CoRR abs/1902.08553 (2019) - [i6]Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu:
Feedback Network for Image Super-Resolution. CoRR abs/1903.09814 (2019) - [i5]Lihua Jian, Xiaomin Yang, Zheng Liu, Gwanggil Jeon, Mingliang Gao, David Chisholm:
A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion. CoRR abs/1905.11447 (2019) - 2018
- [j31]Ying Huang, Weisheng Li, Mingliang Gao, Zheng Liu:
Algebraic Multi-Grid Based Multi-Focus Image Fusion Using Watershed Algorithm. IEEE Access 6: 47082-47091 (2018) - [j30]Zheng Liu, Erik Blasch, Gaurav Bhatnagar, Vijay John, Wei Wu, Rick S. Blum:
Fusing synergistic information from multi-sensor images: An overview from implementation to performance assessment. Inf. Fusion 42: 127-145 (2018) - [j29]Fang Shi, Yihao Liu, Zheng Liu, Eric Li:
Prediction of pipe performance with stacking ensemble learning based approaches. J. Intell. Fuzzy Syst. 34(6): 3845-3855 (2018) - [j28]Vijay John, Zheng Liu, Seiichi Mita, Chunzhao Guo, Kiyosumi Kidono:
Real-time road surface and semantic lane estimation using deep features. Signal Image Video Process. 12(6): 1133-1140 (2018) - [j27]Vijay John, Ali Boyali, Hossein Tehrani, Kazuhisa Ishimaru, Masataka Konishi, Zheng Liu, Seiichi Mita:
Estimation of Steering Angle and Collision Avoidance for Automated Driving Using Deep Mixture of Experts. IEEE Trans. Intell. Veh. 3(4): 571-584 (2018) - [c22]Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang:
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation. CVPR Workshops 2018: 1153-1160 - [c21]Huan Liu, Yihao Liu, Shuo Liu, Zheng Liu, Jian Ge, Hengli Song, Zhiwen Yuan, Jun Zhu, Haiyang Zhang, Haobin Dong:
What can machine learning do for geomagnetic data processing? A reconstruction application. I2MTC 2018: 1-6 - [c20]Chengkai Zhang, Junchi Bin, Zheng Liu:
Wind turbine ice assessment through inductive transfer learning. I2MTC 2018: 1-6 - [i4]Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu:
Efficient Traffic-Sign Recognition with Scale-aware CNN. CoRR abs/1805.12289 (2018) - [i3]Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang:
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation. CoRR abs/1806.09565 (2018) - 2017
- [j26]Vijay John, Qian Long, Yuquan Xu, Zheng Liu, Seiichi Mita:
Sensor Fusion and Registration of Lidar and Stereo Camera without Calibration Objects. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 100-A(2): 499-509 (2017) - [j25]Lihua Zhao, Ryutaro Ichise, Zheng Liu, Seiichi Mita, Yutaka Sasaki:
Ontology-Based Driving Decision Making: A Feasibility Study at Uncontrolled Intersections. IEICE Trans. Inf. Syst. 100-D(7): 1425-1439 (2017) - [j24]Zheng Liu, Erik Blasch, Vijay John:
Statistical comparison of image fusion algorithms: Recommendations. Inf. Fusion 36: 251-260 (2017) - [j23]Vijay John, Shogo Tsuchizawa, Zheng Liu, Seiichi Mita:
Fusion of thermal and visible cameras for the application of pedestrian detection. Signal Image Video Process. 11(3): 517-524 (2017) - [c19]Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu:
Efficent Traffic-Sign Recognition with Scale-aware CNN. BMVC 2017 - [c18]Zheng Liu, Huan Liu:
Experimenting capacitive sensing technique for structural integrity assessment. ICIT 2017: 922-927 - [c17]Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, Haobin Dong:
Prognostics of damage growth in composite materials using machine learning techniques. ICIT 2017: 1042-1047 - [c16]Vijay John, Yuquan Xu, Seiichi Mita, Qian Long, Zheng Liu:
Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization. ICSI (1) 2017: 209-217 - [i2]Huan Liu, Haobin Dong, Zheng Liu, Jian Ge, Bing Jie Bai, Cheng Zhang:
Application of Hilbert-Huang decomposition to reduce noise and characterize for NMR FID signal of proton precession magnetometer. CoRR abs/1708.05350 (2017) - [i1]Shuo Liu, Zheng Liu:
Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. CoRR abs/1712.00075 (2017) - 2016
- [j22]Yadong Song, Wei Wu, Zheng Liu, Xiaomin Yang, Kai Liu, Wei Lu:
An Adaptive Pansharpening Method by Using Weighted Least Squares Filter. IEEE Geosci. Remote. Sens. Lett. 13(1): 18-22 (2016) - [c15]Zheng Liu, Gustavo Monte, Victor Huang:
ISO/IEC/IEEE P21451-001 standard for signal treatment of sensory data. ISIE 2016: 766-771 - [c14]Lihua Zhao, Ryutaro Ichise, Yutaka Sasaki, Zheng Liu, Tatsuya Yoshikawa:
Fast decision making using ontology-based knowledge base. Intelligent Vehicles Symposium 2016: 173-178 - 2015
- [j21]Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu:
A new contrast based multimodal medical image fusion framework. Neurocomputing 157: 143-152 (2015) - [j20]Wei Wu, Zheng Liu, Mo Chen, Zhiming Liu, Xi Wu, Xiaohai He:
A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches. Int. J. Pattern Recognit. Artif. Intell. 29(1): 1550004:1-1550004:19 (2015) - [j19]Wei Wu, Zheng Liu, Yan He:
Classification of defects with ensemble methods in the automated visual inspection of sewer pipes. Pattern Anal. Appl. 18(2): 263-276 (2015) - [j18]Gaurav Bhatnagar, Zheng Liu:
A novel image fusion framework for night-vision navigation and surveillance. Signal Image Video Process. 9(Supplement-1): 165-175 (2015) - [j17]Vijay John, Keisuke Yoneda, Zheng Liu, Seiichi Mita:
Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching. IEEE Trans. Computational Imaging 1(3): 159-173 (2015) - [c13]Vijay John, Qian Long, Zheng Liu, Seiichi Mita:
Automatic calibration and registration of lidar and stereo camera without calibration objects. ICVES 2015: 231-237 - [c12]Vijay John, Seiichi Mita, Zheng Liu, Bin Qi:
Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks. MVA 2015: 246-249 - [c11]Vijay John, Zheng Liu, Chunzhao Guo, Seiichi Mita, Kiyosumi Kidono:
Real-Time Lane Estimation Using Deep Features and Extra Trees Regression. PSIVT 2015: 721-733 - 2014
- [c10]Bin Qi, Vijay John, Zheng Liu, Seiichi Mita:
Use of Sparse Representation for Pedestrian Detection in Thermal Images. CVPR Workshops 2014: 274-280 - [c9]Zheng Liu, Erik Blasch:
Statistical analysis of the performance assessment results for pixel-level image fusion. FUSION 2014: 1-8 - [c8]Gustavo Monte, Zheng Liu, Francesco Abate, Vincenzo Paciello, Antonio Pietrosanto, Victor Huang:
Normalizing transducer signals: An overview of a proposed standard. I2MTC 2014: 614-619 - [c7]Qiwei Xie, Zheng Liu, L. Qian, Seiichi Mita, An Jiang:
Remote sensing image fusion through kernel estimation based on energy minimization. ITSC 2014: 264-269 - [c6]Bin Qi, Vijay John, Zheng Liu, Seiichi Mita:
Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor. ITSC 2014: 2168-2173 - [c5]Vijay John, Keisuke Yoneda, Bin Qi, Zheng Liu, Seiichi Mita:
Traffic light recognition in varying illumination using deep learning and saliency map. ITSC 2014: 2286-2291 - 2013
- [j16]Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu:
Human visual system inspired multi-modal medical image fusion framework. Expert Syst. Appl. 40(5): 1708-1720 (2013) - [j15]Gaurav Bhatnagar, Q. M. Jonathan Wu, Zheng Liu:
Directive Contrast Based Multimodal Medical Image Fusion in NSCT Domain. IEEE Trans. Multim. 15(5): 1014-1024 (2013) - [c4]Qiwei Xie, Qian Long, Seiichi Mita, Zheng Liu, X. Chen:
Image fusion based on a sparse linear system. ICIP 2013: 1262-1266 - 2012
- [j14]Wei Wu, Zheng Liu, Mo Chen, Xiaomin Yang, Xiaohai He:
An automated vision system for container-code recognition. Expert Syst. Appl. 39(3): 2842-2855 (2012) - [j13]Zheng Liu, Erik Blasch, Zhiyun Xue, Jiying Zhao, Robert Laganière, Wei Wu:
Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 94-109 (2012) - 2011
- [j12]Wei Wu, Zheng Liu, Xiaohai He:
Learning-based super resolution using kernel partial least squares. Image Vis. Comput. 29(6): 394-406 (2011) - [j11]Wei Wu, Zheng Liu, Wail Gueaieb, Xiaohai He:
Single-image super-resolution based on Markov random field and contourlet transform. J. Electronic Imaging 20(2): 023005 (2011) - 2010
- [j10]Zheng Liu, Todd Macuda, Zhiyun Xue, David S. Forsyth, Robert Laganière:
Concealed Weapon Detection: A Data Fusion Perspective. J. Aerosp. Comput. Inf. Commun. 7(7): 196-209 (2010) - [j9]Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, David S. Forsyth:
Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications. Mach. Vis. Appl. 21(5): 597-599 (2010)
2000 – 2009
- 2009
- [j8]Zheng Liu, Marc Genest, David S. Forsyth, A. Marincak:
Quantifying Surface Deformation With the Edge of Light-Enhanced Visual Inspection. IEEE Trans. Instrum. Meas. 58(2): 416-422 (2009) - 2008
- [j7]Zheng Liu, David S. Forsyth, Robert Laganière:
A feature-based metric for the quantitative evaluation of pixel-level image fusion. Comput. Vis. Image Underst. 109(1): 56-68 (2008) - [j6]Zheng Liu, Marc Genest, A. Marincak, David S. Forsyth:
Characterization of surface deformation with the Edge of LightTM technique. Mach. Vis. Appl. 19(1): 35-42 (2008) - [j5]Zheng Liu, David S. Forsyth, Mir-Saeed Safizadeh, A. Fahr:
A Data-Fusion Scheme for Quantitative Image Analysis by Using Locally Weighted Regression and Dempster-Shafer Theory. IEEE Trans. Instrum. Meas. 57(11): 2554-2560 (2008) - 2007
- [j4]Zheng Liu, Robert Laganière:
Phase congruence measurement for image similarity assessment. Pattern Recognit. Lett. 28(1): 166-172 (2007) - [j3]Zheng Liu, Robert Laganière:
Context enhancement through infrared vision: a modified fusion scheme. Signal Image Video Process. 1(4): 293-301 (2007) - [j2]Zheng Liu, David S. Forsyth, Jerzy P. Komorowski, Koichi Hanasaki, Thiagalingam Kirubarajan:
Survey: State of the Art in NDE Data Fusion Techniques. IEEE Trans. Instrum. Meas. 56(6): 2435-2451 (2007) - [c3]Zheng Liu, Robert Laganière:
Registration of IR and EO Video Sequences based on Frame Difference. CRV 2007: 459-464 - 2006
- [j1]Zheng Liu, Zhiyun Xue, Rick S. Blum, Robert Laganière:
Concealed weapon detection and visualization in a synthesized image. Pattern Anal. Appl. 8(4): 375-389 (2006) - [c2]Zheng Liu, Robert Laganière:
On the Use of Phase Congruency to Evaluate Image Similarity. ICASSP (2) 2006: 937-940 - [c1]Jiying Zhao, Robert Laganière, Zheng Liu:
Image Fusion Algorithm Assessment Based on Feature Measurement. ICICIC (2) 2006: 701-704
Coauthor Index
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