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个人简介 |
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个人履历
Brief CV |
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国防科学技术大学 电子科学与技术学院 信息工程 学士（1997）信息与通信工程 博士（2002）
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国防科学技术大学 讲师（2002-2004）副教授（2004-2011）
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加拿大卡尔加里大学 地球空间科学系 访问学者、客座教授（2006-2007、2019-）
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厦门大学信息学院 计算机科学与技术 教授、南强重点岗位教授（2011-、2020-）
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厦门大学 福建省智慧城市感知与计算重点实验室，副主任、主任，（2015-2020-今）
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研究方向
Research Interests |
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三维视觉
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激光雷达数据处理
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遥感数据智能处理
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空间大数据分析
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智慧城市
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代表性论文
Selected Publications |
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[IJCAI 2021] Wu, H., Li Q.、Wen, C., Li,X., Fan, X.,Wang, C.,Wang, C.,Tracklet Proposal Network for Multi-Object Tracks on Point Clouds, (2021) IJCAI
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[IJCAI 2021] Wang, Z., Fan, X., Wang, C., Weng, C.,Yu, R., Qi, J.,Federated Learning with Fair Averaging, (2021) IJCAI
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[IS 2021] Yang, Z., Chen, Z., Wang, C., Accelerating mini-batch SARAH by step size rules,(2021) Information Sciences, 558, pp. 157-173.
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[IEEE TMC 2021] Chen, L., Nguyen, T.-M.-T., Yang, D., Nogueira, M., Wang, C., Zhang, D.,Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users,(2021) IEEE Transactions on Mobile Computing, 20 (5), pp. 1773-1788.
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[ISPRS JPRS 2021] Xia, Y., Xu, Y., Wang, C., Stilla, U.,VPC-Net: Completion of 3D Vehicle from MLS point cloud,(2021) ISPRS Journal of Photogrammetry and Remote Sensing, 174 ，第 166-181 页。
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[IEEE TITS 2021]Wen, C., Habib, A.F., Li, J., Toth, C.K., Wang, C., Fan, H.,Special Issue on 3D Sensing in Intelligent Transportation,(2021) IEEE Transactions on Intelligent Transportation Systems, 22 (4), pp. 1947-1949.
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[PR 2021] Li, Q., Wang, C., Li, X., Wen, C.,FeatFlow: Learning geometric features for 3D motion estimation,(2021) Pattern Recognition, 111,
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[ISPRS JPRS 2021] Sun, X., Wang, P., Wang, C., Liu, Y., Fu, K.,PBNet: Part-based convolutional neural network for complex composite object detection in remote sensing imagery,(2021) ISPRS Journal of Photogrammetry and Remote Sensing, 173, pp. 50-65.
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[IEEE TITS 2021]Gong, Z., Li, J., Luo, Z., Wen, C., Wang, C., Zelek, J.,Mapping and Semantic Modeling of Underground Parking Lots Using a Backpack LiDAR System,(2021) IEEE Transactions on Intelligent Transportation Systems, 22 (2), pp. 734-746.
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[ISPRS JPRS 2021]Yu, S., Wang, C., Yu, Z., Li, X., Cheng, M., Zang, Y.,Deep regression for LiDAR-based localization in dense urban areas,(2021) ISPRS Journal of Photogrammetry and Remote Sensing, 172, pp. 240-252.
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[IEEE TITS 2021]Wu, H., Han, W., Wen, C., Li, X., Wang, C.,3D Multi-Object Tracking in Point Clouds Based on Prediction Confidence-Guided Data Association,(2021) IEEE Transactions on Intelligent Transportation Systems, .
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[CMPB 2020] Bian, X., Luo, X., Wang, C., Liu, W., Lin, X.,Optic disc and optic cup segmentation based on anatomy guided cascade network,(2020) Computer Methods and Programs in Biomedicine, 197.
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[IEEE TGRS 2020]Chen, F., Fan, Q., Lou, S., Yang, L., Wang, C., Claverie, M., Wang, C., Junior, J.M., Goncalves, W.N., Li, J.,Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record,(2020) IEEE Transactions on Geoscience and Remote Sensing, 58 (12), pp. 8967-8984.
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[IEEE TITS 2020]Zhang, Z., Li, J., Guo, Y., Yang, C., Wang, C.,3D Highway Curve Reconstruction from Mobile Laser Scanning Point Clouds,(2020) IEEE Transactions on Intelligent Transportation Systems, 21 (11), pp. 4762-4772.
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[IEEE TITS 2020]Chen, Z., Fan, W., Zhong, B., Li, J., Du, J., Wang, C.,Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning,(2020) IEEE Transactions on Intelligent Transportation Systems, 21 (10), pp. 4283-4293.
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[FCS 2020]Jiang, Z., Liu, Y., Fan, X., Wang, C., Li, J., Chen, L.,Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data,(2020) Frontiers of Computer Science, 14 (5), .
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[IEEE TITS 2020]Zheng, C., Fan, X., Wen, C., Chen, L., Wang, C., Li, J.,DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction,(2020) IEEE Transactions on Intelligent Transportation Systems, 21 (9), pp. 3744-3755.
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[KBS 2020]Yang, Z., Chen, Z., Wang, C.,,An accelerated stochastic variance-reduced method for machine learning problems,(2020) Knowledge-Based Systems, 198, .
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[ISPRS JPRS 2020]Li, W., Wang, C., Lin, C., Xiao, G., Wen, C., Li, J.,Inlier extraction for point cloud registration via supervoxel guidance and game theory optimization,(2020) ISPRS Journal of Photogrammetry and Remote Sensing, 163, pp. 284-299.
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[ISPRS JPRS 2020]Lin, Y., Li, J., Wang, C., Chen, Z., Wang, Z., Li, J.,Fast regularity-constrained plane fitting,(2020) ISPRS Journal of Photogrammetry and Remote Sensing, 161, pp. 208-217.
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学术任职
Affiliations/Service |
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国际摄影测量与遥感学会（ISPRS）多传感器集成与融合工作组 主席
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国际数字地球学会中国国家委员会委员及激光雷达专业委员会副主任
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国际工程与技术学会 会士，IET Fellow
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中国图象图形学学会常务理事及视觉传感专业委员会副主任
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IEEE Geoscience and Remote Sensing Letters 期刊副主编
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ISPRS Journal of Photogrammetry and Remote Sensing 期刊客座编辑
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Remote Sensing 期刊客座编辑
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福建省智慧城市感知与计算重点实验室 主任
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数字福建城市交通大数据研究所 所长
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