News
• Mar. 15, 2019 | 5D Semantics Benchmark for Autonomous Driving [Datasets] |
• Mar. 15, 2018 | Tunnel Brightness Compensation [Datasets and Results] |
• Oct. 8, 2017 | Multi-saliency Detection [Datasets] |
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Education
• 09/2005-07/2009 | B.Eng., Automation, Chang'an University |
• 09/2012-07/2015 | Ph.D., Signal and Information Processing, University of Chinese Academy and Sciences |
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Experience
• 11/2018-Now | Associate Professor, Chang'an University, China |
• 07/2015-Now | Assistant Professor, Chang'an University, China |
• 10/2016-Now | Post-doctoral Fellow, Xi'an Jiaotong University, China |
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Research Interests
Computer vision, pattern recognition and Intelligent vision in transportation
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Selected Publications
- Jianru Xue, Jianwu Fang, Tao Li, Bohua Zhang, Pu Zhang, Zhen Ye and Jian Dou, “BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving,” in Proceedings of International Conference on Robotics and Automation(ICRA), Accepted, 2019. (EI,Top Conference) .
- Jian Dou, Jianru Xue, Jianwu Fang, “SEG-VoxelNet for 3D Vehicle Detection from RGB and LiDAR Data,” in Proceedings of International Conference on Robotics and Automation(ICRA), Accepted, 2019. (EI,Top Conference) .
- Yuxin Pan, Jianwu Fang, Jian Dou, Zhen Ye, and Jianru Xue, “Research on Human-Machine Collaborative Annotation for Traffic Scene Data,” in Proceedings of The 2018 Chinese Automation Congress (CAC), Accepted, 2018. (EI) .
- Zhen Ye, Jianru Xue, Jianwu Fang, Jian Dou, and Yuxin Pan, “A Decision Fusion Model for 3D Detection of Autonomous Driving,” in Proceedings of The 2018 Chinese Automation Congress (CAC), Accepted, 2018. (EI) .
- Jianwu Fang and Jianru Xue, “Tunnel Brightness Compensation with Spatial-Temporal Visual-Content Preservation,” IEEE Transactions on Industrial Electronics (IEEE), Accepted, 2018. (SCI, EI,Top, IF: 7.168) .
- Yuan Yuan, Jianwu Fang, and Qi Wang, “Incrementally Perceiving Hazards in Driving,” Neurocomputing, Accepted, 2018. (SCI, EI).
- Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Wei Feng, and Song Wang, “Co-Saliency Detection within a Single Image,” in Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), Accepted, 2018. (EI, Top Conference).
- Jianwu Fang, Hongke Xu, Qi Wang, and Tianjun Wu, “Online Hash Tracking with Spatio-temporal Saliency Auxiliary,” Computer Vision and Image Understanding (Elsevier), vol. 160, pp.57-72, 2017. (SCI, EI, IF:2.489).
- Jianru Xue, Jianwu Fang, and Pu Zhang, “Survey of Scene Understanding by Event Reasoning in Autonomous Driving,” International Journal of Automation and Computing (Springer), accepted, 2017. (EI).
- Tianjun Wu, Jiancheng Luo, Jianwu Fang, Jianghong Ma, and Xueli Song, “Unsupervised Change Detection using High-resolution Remote Sensing Images via A Weibull Mixture Model-Based Binarization,” IEEE Geoscience and Remote Sensing Letters (IEEE), Accepted, 2017. (SCI, EI, IF:2.761).
- Li Zhou, Yongfeng Ju, Jianwu Fang, Jianru Xue, “Saliency Detection via Background Invariance in Scale Space,” Journal of Electronic Imaging (SPIE), vol.26, no.4, pp. 043021-1-12, 2017. (SCI, EI, IF:0.616).
- Xunxun Zhang, Hongke Xu, Jianwu Fang, and Gang Sheng, “Urban Vehicle Detection in High-resolution Aerial Images via Superpixel Segmentation and Correlation-based Sequential Dictionary Learning,” Journal of Applied Remote Sensing (SPIE), vol.11, no.2, pp. 026028-1-17, 2017. (SCI, EI, IF:1.107).
- Jianwu Fang, Zheng Li, and Jianru Xue, “Spatial-Sequential-Spectral Context Awareness Tracking,” in Proceedings of IEEE International Conference on Image Processing (ICIP),, 2017, pp. xx. (EI)
- Li Zhou, Jianwu Fang (Co-first author), Yongfeng Ju, and Jianru Xue, “Multi-Saliency Detection via Instance Specific Element Homology,” in Proceedings of International Conference on Digital Image Computing: Techniques and Applications (DICTA),, 2017, Accepted. (EI)
- Jian Dou, Jianwu Fang, Tao Li, and Jianru Xue, “Boosting CNN-based Pedestrian Detection via 3D LiDAR Fusion in Autonomous Driving,” in Proceedings of The 9th International Conference on Image and Graphics (ICIG), 2017, Accepted. (EI).
- Tao Li, Jianwu Fang, Yang Zhong, Di Wang and Jianru Xue, “Online High-accurate Calibration of RGB+3D-LiDAR for Autonomous Driving,” in Proceedings of The 9th International Conference on Image and Graphics (ICIG), 2017, Accepted. (EI).
- Rixing Zhu, Jianwu Fang, Hongke Xu, and Xiaohong Wang, “Wheel Overheat Detection via Incorporation of Scattering Brightness Difference and Texture Representation,” in Proceedings of 29th Chinese Control and Decision Conference (CCDC), 2017, pp.3109-3113. (EI).
- Yuan Yuan, Jianwu Fang, and Qi Wang, “Online Anomaly Detection in Crowded Scenes via Structure Analysis,” IEEE Transactions on Cybernetics (IEEE), vol. 45, no. 3, pp. 562-575, 2015. (SCI, EI, IF:7.384).
- Qi Wang, Jianwu Fang, and Yuan Yuan, “Adaptive Road Detection via Context-aware Label Transfer,” Neurocomputing (Elsevier), vol. 158, pp.174-183, 2015. (SCI, EI, IF:3.317).
- Jianwu Fang, Qi Wang and Yuan Yuan, “Part-based Online Tracking with Geometry Constraint andAttention Selection,” IEEE Transactions on Circuit Systems for Video Technology (IEEE), vol. 24, no.5, pp. 854-864, 2014. (SCI, EI, IF:3.599).
- Yuan Yuan, Jianwu Fang, and Qi Wang, “Robust Superpixel Tracking via Depth Fusion,” IEEE Transactions on Circuit Systems for Video Technology (IEEE),, vol. 24, no. 1, pp. 15-26, 2014. (SCI, EI, IF:3.599).
- Qi Wang, Jianwu Fang and Yuan Yuan,, “Multi-cue Based Tracking,” Neurocomputing (Elsevier), vol. 131, pp. 227-236, 2014. (SCI, EI, IF:3.317).
- 许宏科, 房建武, 文常保, “基于火焰边缘亮度与颜色分布的火焰检测,” 计算机应用研究, vol. 27, no. 9, pp. 3581-3584, 2010. (CSCD核心).
- Jianwu Fang, Rixing Zhu, Hongke Xu, and Shan Lin, “Online Hash Tracking,” in Proceedings of The 28th Chinese Control and Decision Conference (CCDC),, 2016, pp. 2747-2752. (EI)
- Jianwu Fang, Weisong Yang, and Hongke Xu, “The Research for License Plate Recognition Using Sub-image Fast Independent Component Analysis,” in Proceedings of The 23th Chinese Control and Decision Conference (CCDC), 2011, pp. 1915-1920. (EI).
- Hongke Xu, Jianwu Fang, Weisong Yang, Shang Gao, and Maode Yan, “Dynamic Optimization for Multi-phase Intersection Timing using Stratified Genetic Algorithm,” in Proceedings of International Conference on Intelligence Science and Information Engineering(ICIE), 2011, pp. 470-476, 2011. (EI).
- Hongke Xu, Jianwu Fang, Qiaoling Hu, Mei He, and Juan Li, “Detection of Vehicle Beating Trajectories Using Color License Plate Location,” in Proceedings of The 22th Chinese Control and Decision Conference (CCDC), 2010, pp. 4211-4216. (EI).
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Honors and Awards
• 2015 | Outstanding Graduate of University of Chinese Academy and Sciences |
• 2014 | Zhu Li Yuehua Outstanding Doctoral Scholarship, Chinese Academy of Sciences |
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Professional Activities
Membership:
• IEEE Member
• Local Chair, Inaugural Meeting of Technical Committee on Hybrid-augmented intelligence, Chinese Association of Automation (CAA)
• China Computer Federation (CCF) Member
• Chinese Association for Artificial Intelligence Member
Program Committee Member (15+ times):
ICME, CIS, ICSI...
Regular Reviewer:
• IEEE Transactions on Cybernetics (IEEE)
• IEEE Transactions on Circuits and Systems for Video Technology (IEEE)
• IEEE Transactions on Intelligent Transportation Systems (IEEE)
• Neurocomputing (Elsevier)
• IEEE Geoscience and Remote Sensing Letters (IEEE)
• SCIENCE CHINA Information Sciences
• International Journal of Image and Graphics
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Grants (10+)
• National Key Research and Development Program Project of China
• National Science Foundation of China
• China Postdoctoral Science Foundation
• Natural Science Foundation Research Project of Shaanxi Province
• Colabrative Research with MSRA