Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
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.dagstuhl.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 — Hong Kong University of Science & Technology, Department of Computer Science and Engineering, Hong Kong
- 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
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j115]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)- [j114]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) - [j113]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) - [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) - 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, B. 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
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-18 20:33 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
