Publications

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2018
Fusing Synergistic Information from Multi-Modal Images: from Implementation to Performance Assessment.
Z. Liu, E. Blasch, G. Bhatnagar, V. John, W. Wu, and Rick S. Blum.
Information Fusion.
2018
Multispectral Image Fusion and Colorization.
Yufeng Zheng, Erik Blasch, and Zheng Liu.
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2018
The role of data fusion in predictive maintenance using digital twin.
Zheng Liu, Norbert Meyendorf, and Nezih Mrad.
AIP Conference Proceedings.
2017
Ontology-Based Driving Decision Making: A Feasibility Study at Uncontrolled Intersections.
Lihua Zhao, Ryutaro Ichise, Zheng Liu, Seiichi Mita, and Yutaka Sasaki.
IEICE TRANSACTIONS on Information and Systems 100(7).
2017
Fusion of thermal and visible cameras for the application of pedestrian detection.
Vijay John, Shogo Tsuchizawa, Zheng Liu, and Seiichi Mita.
Signal, Image and Video Processing 11(3).
2017
Prognostics of damage growth in composite materials using machine learning techniques.
Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, and Haobin Dong.
Industrial Technology (ICIT), 2017 IEEE International Conference on.
2017
Experimenting capacitive sensing technique for structural integrity assessment.
Zheng Liu and Huan Liu.
Industrial Technology (ICIT), 2017 IEEE International Conference on.
2017
Blockchain-Powered Internet of Things, E-Governance and E-Democracy.
Renming Qi, Chen Feng, Zheng Liu, and Nezih Mrad.
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2017
Multi-sensor fusion based on local activity measure.
Gaurav Bhatnagar and Zheng Liu.
IEEE Sensors Journal 17(22).
2017
Multi-channel cnn-based object detection for enhanced situation awareness.
Shuo Liu and Zheng Liu.
arXiv preprint arXiv:1712.00075.
2017
Prediction of Pipe Performance with Ensemble Machine Learning Based Approaches.
Fang Shi, Zheng Liu, and Eric Li.
Sensing, Diagnostics, Prognostics, and Control (SDPC), 2017 International Conference on.
2017
Noise characterization for the FID signal from proton precession magnetometer.
Huan Liu, Haobin Dong, Zheng Liu, J Ge, B Bai, and C Zhang.
Journal of Instrumentation 12(07).
2017
Advances on sensing technologies for smart cities and power grids: A Review.
Rosario Morello, Subhas C Mukhopadhyay, Zheng Liu, Daniel Slomovitz, and Subhransu Ranjan Samantaray.
IEEE Sensors Journal 17(23).
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, and Zheng Liu.
International Conference in Swarm Intelligence.
2017
Regression model for appraisal of real estate using recurrent neural network and boosting tree.
Junchi Bin, Shiyuan Tang, Yihao Liu, Gang Wang, Bryan Gardiner, Zheng Liu, and Eric Li.
Computational Intelligence and Applications (ICCIA), 2017 2nd IEEE International Conference on.
2017
Construction of an Overhauser magnetic gradiometer and the applications in geomagnetic observation and ferromagnetic target localization.
Huan Liu, Haobin Dong, Zheng Liu, J Ge, B Bai, and C Zhang.
Journal of Instrumentation 12(10).
2016
Pedestrian detection from thermal images: A sparse representation based approach.
Bin Qi, Vijay John, Zheng Liu, and Seiichi Mita.
Infrared Physics \& Technology.
2016
An adaptive pansharpening method by using weighted least squares filter.
Yadong Song, Wei Wu, Zheng Liu, Xiaomin Yang, Kai Liu, and Wei Lu.
IEEE Geoscience and Remote Sensing Letters 13(1).
2016
Fast decision making using ontology-based knowledge base.
Lihua Zhao, Ryutaro Ichise, Yutaka Sasaki, Zheng Liu, and Tatsuya Yoshikawa.
Intelligent Vehicles Symposium (IV), 2016 IEEE.
2016
Real-time road surface and semantic lane estimation using deep features.
V John, Z Liu, S Mita, C Guo, and K Kidono.
Signal, Image and Video Processing.
2015
Experiments on Battery Capacity Estimation.
Z.Liu, R. Morello, and W. Wu.
Proceedings of IEEE Instrumentation and Measurement Technology Conference.
2015
Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks.
Vijay John, Seiichi Mita, Zheng Liu, and Bin Qi.
Machine Vision Applications (MVA), 2015 14th IAPR International Conference on.
2015
Real-time lane estimation using deep features and extra trees regression.
Vijay John, Zheng Liu, Chunzhao Guo, Seiichi Mita, and Kiyosumi Kidono.
Pacific-Rim Symposium on Image and Video Technology.
2015
Automatic calibration and registration of lidar and stereo camera without calibration objects.
Vijay John, Qian Long, Zheng Liu, and Seiichi Mita.
Vehicular Electronics and Safety (ICVES), 2015 IEEE International Conference on.
2015
Saliency map generation by the convolutional neural network for real-time traffic light detection using template matching.
Vijay John, Keisuke Yoneda, Zheng Liu, and Seiichi Mita.
IEEE transactions on computational imaging 1(3).
2015
Integrated Imaging and Vision Techniques for Industrial Inspection.
Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, and Kurt Niel.
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2015
Industrial Inspection with Open Eyes: Advance with Machine Vision Technology.
Zheng Liu, Hiroyuki Ukida, Kurt Niel, and Pradeep Ramuhalli.
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