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王程 福建省特支“双百计划”入选者、福建省科技创新领军人才、教授、博士生导师、副院长

国防科学技术大学 博士(2002)

研究方向:三维视觉,空间大数据分析,激光雷达,虚拟/增强现实

所属部门:计算机科学系

电子邮件:cwang (AT) xmu.edu.cn

个人主页:http://chwang.xmu.edu.cn

个人简历:

福建省智慧城市感知与计算重点实验室 执行副主任

数字福建城市交通大数据研究所 所长

学术兼职:

英国工程技术学会(IET),会士(Fellow

加拿大卡尔加里大学,客座教授(Adjunct Professor

国际摄影测量与遥感学会,多传感器集成与融合工作组,主席(Chair

中国图像图形学会,常务理事;视觉传感专委会,副主任委员

数字地球中国委员会,激光雷达专委会,副主任委员

国际大地测量学会(IAG)灾害监控与管理工作组(SG4.1),秘书

IEEE 高级会员

IEEE GRSL,副主编,  ISPRS JPRSIEEE TITS Remote Sensing 客座编辑

学术奖励:

最佳创新奖,MMT Innovation Prize, The 11th International Conference on Mobile Mapping Technology, 2019

最佳论文奖, Symposium on Solid and Physical Modeling, 2018

最佳论文奖, The 10th International Conference on Mobile Mapping Technology, 2017

2017年度中国卫星导航定位协会北斗奖天玑星最佳合作奖

省级科技进步奖,三等奖,2012

最佳论文奖提名,International Conference on Computer Vision in Remote Sensing, Xiamen, 2012

最佳论文奖, International Workshop on Multi-platform Multi-Sensor Remote Sensing and Mapping, Xiamen, 2011

省级科技进步奖,二等奖,2007

863计划先进个人,2007

省级科技进步奖,一等奖,2000

主讲课程

模式识别

机器学习(英文)

指导研究生

毕业博士:孙卓,李其乐,陈子仪(福建省优秀博士论文,华侨大学任教),魏炳辉(江西理工大学任教),罗欢(福州大学任教),杨壮(中山大学任教)

在读博士:李渭,孙懿,SAJJAD ROSHANDEL,刘伟权,肖阳宝(卡耐基梅隆大学交换生),卞学胜,李庆,JIBRIL MUHAMMAD ADAMMUHAMMAD KAMRAN AFZAL BHATTISAIFULLAHI AMINU BELLO,于尚书,郑传潘

毕业硕士:林雄,易云辉,李迪龙,马晓丽,张阳,吴宏毅,张海荣,程骏,吴若笙,陈坤阳,郭熙朝,蔡志鹏,于遥,张志远,刘昱龙,刘晓芳,侯士伟,吴爽,侯仕伟(福建省优秀硕士论文),李根,沈雪仑,王小芳,夏彦,游昌斌

在读硕士:何子健,余增磊,陈少扬,连宇瀚,韩文凯,赖俊,王毅,游建议,郑能鑫,檀锦斌

部分科研项目:

2019-2020  ISPRS 科学启动计划项目,ISPRS BENCHMARK ON MULTISENSORY INDOOR MAPPING AND POSITIONING,主持

2018-2020年,面向仿真的大型三维场景快速采集构建技术(250万),预研重点,主持

2017-2021年,三维点云视觉感知驱动的大范围户外增强现实(258万),国家基金重点(海峡合作基金),主持

2016-2018年,中国-东盟海洋大数据综合信息服务平台(606+700万),国家海洋局,主持

2014-2017年,融合全波形激光扫描点云与可见光图像的地面近景对象感知,国家自然科学基金面上项目,主持

2010-2012年,基于对象层匹配的多时相移动测量变化检测理论与方法,国家自然科学基金面上项目,主持

代表性论文(近三年):

· [UbiComp’19 ] Chen L, Xie T, Wang X, Wang C, “Identifying Urban Villages from City-Wide Satellite Imagery Leveraging Mask R-CNN ”, The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’19 Poster), London, UK, 2019

· [CVPR 2019] Shen X, Wang C*,  Li X, et al. “RF-Net: An End-to-End Image Matching Network based on  Receptive Field”. Proceedings of the IEEE Conference on Computer Vision  and Pattern Recognition. 2019: 8132-8140.

· [CVPR 2019] Li Q, Chen S, Wang C,  et al. “LO-Net: Deep Real-time Lidar Odometry”. Proceedings of the IEEE  Conference on Computer Vision and Pattern Recognition. 2019: 8473-8482.

· [ISPRS JPRS]  Wen C., Sun X., Li J., Wang C, Guo Y., Habib A., “A deep learning  framework for road marking extraction, classification and completion  from mobile laser scanning point clouds”. ISPRS Journal of  Photogrammetry and Remote Sensing147:178-192, 2019.

· [UbiComp’18 ] Longbiao Chen, Xiaoliang Fan, Leye Wang, Zhiyong Yu, Johnthan Li, Daqing Zhang, Thi-Mai-Trang Nguyen, Gang Pan, Cheng Wang* ,“RADAR: Road Obstacle Identification for Disaster Response Leveraging Multi-Source Urban DataThe ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18), Singapore, 2018.

· [IEEE TITS] You C., Wen C., Wang C, Li  J., Habib A., “Joint 2-D-3-D Traffic Sign Landmark Data Set for  Geo-Localization Using Mobile Laser Scanning Data”, IEEE Transactions on  Intelligent Transportation Systems, DOI: 10.1109/TITS.2018.2868168.

· [IEEE GRSL]  Wen C, Sun X, Hou S., Tan J., Dai Y., Wang, C., Li, J., “Line  Structure-Based Indoor and Outdoor Integration Using Backpacked and TLS  Point Cloud Data”. IEEE Geoscience and Remote Sensing Letters, 15(11):  1790-1794, 2018.

· [CAD] Chen Z., Zhang T., Cao J, Zhang Y., Wang C, “Point cloud resampling using centroidal Voronoi tessellation methods,” Computer-Aided Design, 102:12-21, 2018.

· [CAD] Xiao Y., Chen Z., Cao J., Zhang Y., Wang C, “Optimal power diagrams via function approximation,” Computer-Aided Design, 102:52-60, 2018.

· [IEEE JSTARS] Li W., Wang C,  Zai D., Huang P., Liu W., Wen C., Li J. “A Volumetric Fusing Method for  TLS and SFM Point Clouds”, IEEE Journal of Selected Topics in Applied  Earth Observations and Remote Sensing, 99:1-9, 2018.

· [IJCAI 2018] Liu W., Shen X., Wang C,  Zhang Z., Wen C., Li J., “H-Net: Neural Network for Cross-domain Image  Patch Matching,” International Joint Conference on Artificial  Intelligence (IJCAI), 856-863,2018.

· [IEEE TGRS] Luo H., Wang C,  Wen C., Chen Z., Zai D., Yu Y., Li J., “Semantic Labeling of Mobile  LiDAR Point Clouds via Active Learning and Higher Order MRF,” IEEE  Transactions on Geoscience and Remote Sensing, 56(7): 3631-3644, 2018.

· [ISPRS JPRS] Wang C,  Hou S., Wen C. Gong Z., Li Q., Sun X., Li J., “Semantic line  framework-based indoor building modeling using backpacked laser scanning  point cloud,” ISPRS Journal of Photogrammetry and Remote Sensing,  Volume 143, Pages 150-166, September 2018.

· [PR] Cao L., Luo F., Chen L., Sheng Y., Wang H., Wang C;  Ji R., “Weakly supervised vehicle detection in satellite images via  multi-instance discriminative learning,” Pattern Recognition, 417-424,  Volume 64, April 2017.

· [ISPRS JPRS] Lin Y., Wang C,  Zai D., Li W., Li J., "Toward Better Boundary Preserved Supervoxel  Segmentation for 3d Point Clouds," ISPRS Journal of Photogrammetry &  Remote Sensing, 143, 39-47, 2018.

· [CVPR 2018] Chen Y., Wang J., Li J., Luo Z., Xue H., Wang C,  “LiDAR-Video Driving Dataset: Learning Driving Policies Effectively,”  accepted, The 13th IEEE/CVF Conference on Computer Vision and Pattern  Recognition (CVPR2018), Salt Lake City, June 2018.

· [IEEE TIM] Gong Z., Wen C., Wang C,  Li J., "A Target-Free Automatic Self-Calibration Approach for Multibeam  Laser Scanners," IEEE Transactions on Instrumentation and Measurement,  67(1): 238-240, 2018.

· [ISPRS JPRS] Zai D., Li J., Guo Y., Cheng M., Huang P., Cao X., Wang C,  "Pairwise Registration of TLS Point Clouds using Covariance Descriptors  and a Non-cooperative Game," ISPRS Journal of Photogrammetry &  Remote Sensing, 2017, doi: 10.1016/j.isprsjprs.2017.10.001.

· [IEEE GRSL] Yu Y., Gong Z., Wang C,  Wang P., "An Unsupervised Convolutional Feature Fusion Network for Deep  Representation of Remote Sensing Images," IEEE Geoscience and Remote  Sensing Letters, 15(1):23-27, 2018.

· [IEEE GRSL] Zou X., Cheng M., Wang C,  Li J., "Tree Classification in Complex Forest Point Clouds Based on  Deep Learning," IEEE Geoscience and Remote Sensing Letters, 14(12):  2360-2364, 2017.

· [IEEE TITS] Zai D., Li J., Guo Y., Cheng M., Lin Y., Luo H., Wang C,  "3-D Road Boundary Extraction from Mobile Laser Scanning Data via  Supervoxels and Graph Cuts," IEEE Transactions on Intelligent  Transportation Systems, 2017, doi: 10.1109/LGRS.2017.2764938.

· [IEEE JSTARS] Huang P., Cheng M., Chen Y., Zai D., Wang C,  Li J., "Solar Potential Analysis Method Using Terrestrial Laser  Scanning Point Clouds," IEEE Journal of Selected Topics in Applied Earth  Observations and Remote Sensing, 10(3): 1221-1233, 2017.

· [IEEE JSTARS] Cheng M., Zhang H., Wang C,  Li J., "Extraction and Classification of Road Markings Using Mobile  Laser Scanning Point Clouds," IEEE Journal of Selected Topics in Applied  Earth Observations and Remote Sensing, 10(3): 1182-1196, 2017.

· [IEEE TGRS] Zang Y., Wang C,  Yu Y., Li J., "Joint Enhancing Filtering for Road Network Extraction,"  IEEE Transactions on Geoscience & Remote Sensing, 55(3):1511-1525,  2017.

· [IEEE TITS] Wu F., Wen C., Guo Y., Wang J., Yu Y., Wang C,  J Li., "Rapid Localization and Extraction of Street Light Poles in  Mobile LiDAR Point Clouds: A Supervoxel-Based Approach," IEEE  Transactions on Intelligent Transportation Systems, 18(2):292-305, 2017.

· [IEEE TITS] Huang P., Cheng M., Chen Y., Luo H., Wang C,  Li J., "Traffic Sign Occlusion Detection Using Mobile Laser Scanning  Point Clouds." IEEE Transactions on Intelligent Transportation Systems,  18(9):2364-2376, 2017.

· [IEEE TGRS] Lin Y., Wang C,  Chen B., Li J., "Facet Segmentation-Based Line Segment Extraction for  Large-Scale Point Clouds," IEEE Transactions on Geoscience & Remote  Sensing, 55(9): 4839-4854, 2017.

· [IEEE GRSL] Wen C., Pan S., Wang C,  et al., "An Indoor Backpack System for 2-D and 3-D Mapping of Building  Interiors". IEEE Geoscience & Remote Sensing Letters, 13(7):992-996,  2016.

· [ISPRS JPRS] Yu Y., Li J., Wen C., Guan H., Luo H., Wang C,  "Bag-of-visual-phrases and hierarchical deep models for traffic sign  detection and recognition in mobile laser scanning data, " ISPRS Journal  of Photogrammetry and Remote Sensing, 113 (2016): 106–123, 2016.

· [IEEE TGRS] Chen Z., Wang C,  Wen C., Teng X., Chen Y., Guan H., Luo H., Cao L., Li J., “Vehicle  detection in high-resolution aerial images via sparse representation and  superpixels,” IEEE Transactions on Geoscience and Remote Sensing,  54(1): 103-116, 2016.

· [IEEE TGRS] Chen Z., Wang C,  Luo H., Wang H., Chen Y., Wen C., Yu Y., Cao L., Li, J., “Vehicle  Detection in High-Resolution Aerial Images Based on Fast Sparse  Representation Classification,” IEEE Transactions on Geoscience and  Remote Sensing, 17(8): 2296-2309, 2016.

· [IEEE TITS] Luo H, Wang C,  Wen C, et al. Patch-Based Semantic Labeling of Road Scene Using  Colorized Mobile LiDAR Point Clouds. IEEE Transactions on Intelligent  Transportation Systems, 2016, 17(5):1286-1297.

· [IEEE TITS] Wen C., Li J., Luo H., Yu Y., Cai Z., Wang H., Wang C,  "Spatial-related traffic sign inspection for inventory purposes using  mobile laser scanning data, " IEEE Transactions on Intelligent  Transportation Systems, 17(1): 27-37, 2016.

· [IEEE TITS] Yu Y., Li J., Guan H., Wang C,  "Bag of Contextual-Visual Words for Road Scene Object Detection from  Mobile Laser Scanning Data," IEEE Transactions on Intelligent  Transportation Systems, 17(12):3391-3406, 2016.

· [IEEE TGRS] Yu Y., Li J., Guan H., Wang C,  Wen C., "Automated detection of three-dimensional cars in mobile laser  scanning point clouds using DBM-Hough-Forests," IEEE Transactions on  Geoscience and Remote Sensing, 54(7): 4130-4142, 2016.

· [IS] Cao L., Wang C, Li J. Vehicle detection from highway satellite images via transfer learning[J]. Information Sciences, 366: 177-187, 2016.

· [IEEE TGRS] Zang Y., Wang C,  Cao L., Yu Y., Li J., "Road network extraction via aperiodic  directional structure measurement, " IEEE Transactions on Geoscience and  Remote Sensing, 54(6): 3322-3335, 2016.



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