王瑞胜-深圳大学地理空间信息研究团队

姓名：王瑞胜

职称：特聘教授

研究方向：摄影测量计算机视觉与遥感

电子邮箱：ruiswang@szu.edu.cn

个人介绍

王瑞胜，海外引进国家高层次人才入选者，深圳大学特聘教授，博士生导师，主要研究方向为摄影测量计算机视觉与遥感，三维点云处理及大规模三维城市建模等。曾在美国芝加哥诺基亚公司位置与商务部 (现在的HERE Technology) 任研究员（2008-2012），研发基于移动激光点云的下一代地图制作和导航技术，并先后八次获得重大创新发明奖。于2012年加入卡尔加里大学，先后两次获得谷歌研究奖 (Google Research Awards，2016，2014），于2022年获国际摄影测量与遥感学会ISPRS Samuel Gamble Award（该奖每四年在全世界范围内授予最多三人，用于表彰对摄影测量遥感和地理信息空间科学做出杰出贡献的学者）。目前在T-PAMI、CVPR、ICCV、ISPRS、TGRS、TITS、JAG、JSTARS、GRSL等国内外权威刊物和国际会议上发表论文110余篇。

学术主页：https://scholar.google.com/citations?user=UWVhokgAAAAJ&hl=zh-CN

本科、硕士、博士招募（长期有效）：本人研究团队成员涵盖特聘副研、软件工程师、博士、硕士等，长期致力于摄影测量与计算机视觉领域的交叉研究，主要方向涵盖大规模三维重建、图像与点云智能解译、深度学习理论及其应用等。现诚邀具有科研热情、编程基础扎实，并具备较强钻研精神的本/硕/博加入课题组。请有意向的同学将个人简历等资料发送至：ruiswang@szu.edu.cn，期待你们的加入！

研究项目

1	数字孪生原型系统在城市交通基础设施中的评估与应用，国家重点研发课题，2023-2026，在研
2	融合机载和车载激光点云及图像的三维建筑物精细重建，国家自然科学基金面上项目，2021-2024，结题
3	一个经济有效的世界数字化地图平台：从自动驾驶汽车到数字孪生和元宇宙，NSERC联盟-阿尔伯塔创新先进计划，2022-2024，结题
4	使用激光雷达和图像自动创建和实时更新详细的三维地图，NSERC发现授予项目，2019-2024，结题

论文

1	Shangfeng Huang, Ruisheng Wang(王瑞胜), Bo Guo, Hongxin Yang. PBWR: Parametric Building Wireframe Reconstruction From Aerial LiDAR Point Clouds[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024: 27778-27787. (中国计算机学会推荐A类会议)
2	Ruisheng Wang (王瑞胜), Shangfeng Huang, Hongxin Yang. Building3D: A Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023: 20076-20086. (中国计算机学会推荐A类会议)
3	Sheng Xu, Ruisheng Wang(王瑞胜), Hao Wang, Ruigang Yang. Plane Segmentation Based on the Optimal-Vector-Field in LiDAR Point Clouds[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 43(11): 3991-4007. (SCI收录，中科院一区TOP期刊)
4	Bo Guo, Zhihai Huang, Haitao Luo, Perpetual Hope Akwensi, Ruisheng Wang(王瑞胜), Bo Huang, Tsz Nam Chan. An Enhanced Network for Extracting Tunnel Lining Defects using Transformer Encoder and Aggregate Decoder[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 136: 104259. (SCI收录，中科院一区TOP期刊)
5	Perpetual Hope Akwensi, Akshay Bharadwaj, Ruisheng Wang(王瑞胜). Points2Model: A Neural-Guided 3D Building Wireframe Reconstruction From Airborne LiDAR Point Clouds[J]. International Journal of Digital Earth, 2025, 18(1): 2458682. (SCI收录，中科院二区)
6	Perpetual Hope Akwensi, Akshay Bharadwaj, Ruisheng Wang(王瑞胜). APC2Mesh: Bridging the Gap From Occluded Building Façades to Full 3D Models[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 211: 438-451. (SCI收录，中科院一区TOP期刊)
7	Perpetual Hope Akwensi, Ruisheng Wang(王瑞胜), Bo Guo. PReFormer: A Memory-Efficient Transformer for Point Cloud Semantic Segmentation[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 128: 103730. (SCI收录，中科院一区TOP期刊)
8	Hongxin Yang, Ruisheng Wang(王瑞胜). Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-11. (SCI收录，中科院一区)
9	Bo Guo, Liwei Deng, Ruisheng Wang(王瑞胜), Wenchao Guo, Alex Hay-Man Ng, Wenfeng Bai. MCTNet: Multiscale Cross-Attention-Based Transformer Network for Semantic Segmentation of Large-Scale Point Cloud[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-20. (SCI收录，中科院一区TOP期刊)
10	Huaigang Huang, Jiabin Liu, Ruisheng Wang(王瑞胜). Easy-Net: A Lightweight Building Extraction Network Based on Building Features[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 62: 1-15. (SCI收录，中科院一区)
11	Huaigang Huang, Yiping Chen, Ruisheng Wang(王瑞胜). A Lightweight Network for Building Extraction from Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-12. (SCI收录，中科院一区)
12	Shaobo Xia, Sheng Xu, Ruisheng Wang(王瑞胜), Jonathan Li, Guanghui Wang. Building Instance Mapping from ALS Point Clouds Aided by Polygonal Maps[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-13. (SCI收录，中科院一区)
13	Shaobo Xia, Dong Chen, Ruisheng Wang(王瑞胜), Jonathan Li, Xinchang Zhang. Geometric Primitives in LiDAR Point Clouds: A Review[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 685-707. (SCI收录，中科院二区TOP期刊)
14	Jianli Du, Dong Chen, Ruisheng Wang(王瑞胜), Jiju Peethambaran, P. Takis Mathiopoulos, Lei Xie. A Novel Framework for 2.5-D Building Contouring from Large-Scale Residential Scenes[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(6): 4121-4145. (SCI收录，中科院一区TOP期刊)
15	Sheng Xu, Ruisheng Wang(王瑞胜), Han Zheng. An Optimal Hierarchical Clustering Approach to Mobile LiDAR Point Clouds[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 21(7): 2765-2776. (SCI收录，中科院一区TOP期刊)
16	Shaobo Xia, Ruisheng Wang(王瑞胜). Façade Separation in Ground-Based LiDAR Point Clouds Based on Edges and Windows[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(3): 1041-1052. (SCI收录，中科院二区TOP期刊)
17	Ruisheng Wang (王瑞胜), Jiju Peethambaran, Dong Chen. LiDAR Point Clouds to 3-D Urban Models: A Review[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(2): 606-627. (SCI收录，中科院二区TOP期刊)
18	Hongxin Yang, Shangfeng Huang, Ruisheng Wang(王瑞胜). Efficient Roof Vertex Clustering for Wireframe Simplification Based on the Extended Multiclass Twin Support Vector Machine[J]. IEEE Geoscience and Remote Sensing Letters, 2024. (SCI收录)
19	Hongxin Yang, Shangfeng Huang, Ruisheng Wang* (王瑞胜*), Xin Wang. Self-Supervised Pre-Training for 3-D Roof Reconstruction on LiDAR Data[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21(2024): 1-5. (SCI收录)
20	Sheng Xu, Ruisheng Wang(王瑞胜). Power Line Extraction From Mobile LiDAR Point Clouds[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(2): 734-743. (SCI收录，中科院二区TOP期刊)

奖励

1	智慧城市技术创新银奖（2023）.国际城市信息学学会（ISUI）
2	ISPRS Samuel Gamble 奖 (2022).国际摄影测量与遥感学会
3	塔尔伯特·艾布拉姆斯奖第二项荣誉奖 (2018).美国摄影测量遥感协会
4	舒利克工程学院研究优秀奖 (2017)
5	谷歌研究奖 (2016)
6	谷歌研究奖 (2014)
7	舒利克工程学院早期研究优秀奖(2014)
8	卓越评审证书奖(2014).Elsevier和ISPRS摄影测量和遥感期刊
9	八项重要发展奖(2009-2010).诺基亚

专利

1	王瑞胜,彭飞宇,朱正荣,蒲冰鑫,张新梅,钟若飞.一种从大规模影像密集匹配点云分割建筑物屋顶面片的方法及系统.CN201910734783.9. 已授权

1	Shangfeng Huang, Ruisheng Wang(王瑞胜), Bo Guo, Hongxin Yang. PBWR: Parametric Building Wireframe Reconstruction From Aerial LiDAR Point Clouds[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024: 27778-27787. (中国计算机学会推荐A类会议)
2	Ruisheng Wang (王瑞胜), Shangfeng Huang, Hongxin Yang. Building3D: A Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023: 20076-20086. (中国计算机学会推荐A类会议)
3	Sheng Xu, Ruisheng Wang(王瑞胜), Hao Wang, Ruigang Yang. Plane Segmentation Based on the Optimal-Vector-Field in LiDAR Point Clouds[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 43(11): 3991-4007. (SCI收录，中科院一区TOP期刊)
4	Bo Guo, Zhihai Huang, Haitao Luo, Perpetual Hope Akwensi, Ruisheng Wang(王瑞胜), Bo Huang, Tsz Nam Chan. An Enhanced Network for Extracting Tunnel Lining Defects using Transformer Encoder and Aggregate Decoder[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 136: 104259. (SCI收录，中科院一区TOP期刊)
5	Perpetual Hope Akwensi, Akshay Bharadwaj, Ruisheng Wang(王瑞胜). Points2Model: A Neural-Guided 3D Building Wireframe Reconstruction From Airborne LiDAR Point Clouds[J]. International Journal of Digital Earth, 2025, 18(1): 2458682. (SCI收录，中科院二区)
6	Perpetual Hope Akwensi, Akshay Bharadwaj, Ruisheng Wang(王瑞胜). APC2Mesh: Bridging the Gap From Occluded Building Façades to Full 3D Models[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 211: 438-451. (SCI收录，中科院一区TOP期刊)
7	Perpetual Hope Akwensi, Ruisheng Wang(王瑞胜), Bo Guo. PReFormer: A Memory-Efficient Transformer for Point Cloud Semantic Segmentation[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 128: 103730. (SCI收录，中科院一区TOP期刊)
8	Hongxin Yang, Ruisheng Wang(王瑞胜). Self-Supervised Learning for 3-D Point Clouds Based on a Masked Linear Autoencoder[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-11. (SCI收录，中科院一区)
9	Bo Guo, Liwei Deng, Ruisheng Wang(王瑞胜), Wenchao Guo, Alex Hay-Man Ng, Wenfeng Bai. MCTNet: Multiscale Cross-Attention-Based Transformer Network for Semantic Segmentation of Large-Scale Point Cloud[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-20. (SCI收录，中科院一区TOP期刊)
10	Huaigang Huang, Jiabin Liu, Ruisheng Wang(王瑞胜). Easy-Net: A Lightweight Building Extraction Network Based on Building Features[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 62: 1-15. (SCI收录，中科院一区)
11	Huaigang Huang, Yiping Chen, Ruisheng Wang(王瑞胜). A Lightweight Network for Building Extraction from Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-12. (SCI收录，中科院一区)
12	Shaobo Xia, Sheng Xu, Ruisheng Wang(王瑞胜), Jonathan Li, Guanghui Wang. Building Instance Mapping from ALS Point Clouds Aided by Polygonal Maps[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-13. (SCI收录，中科院一区)
13	Shaobo Xia, Dong Chen, Ruisheng Wang(王瑞胜), Jonathan Li, Xinchang Zhang. Geometric Primitives in LiDAR Point Clouds: A Review[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 685-707. (SCI收录，中科院二区TOP期刊)
14	Jianli Du, Dong Chen, Ruisheng Wang(王瑞胜), Jiju Peethambaran, P. Takis Mathiopoulos, Lei Xie. A Novel Framework for 2.5-D Building Contouring from Large-Scale Residential Scenes[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(6): 4121-4145. (SCI收录，中科院一区TOP期刊)
15	Sheng Xu, Ruisheng Wang(王瑞胜), Han Zheng. An Optimal Hierarchical Clustering Approach to Mobile LiDAR Point Clouds[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 21(7): 2765-2776. (SCI收录，中科院一区TOP期刊)
16	Shaobo Xia, Ruisheng Wang(王瑞胜). Façade Separation in Ground-Based LiDAR Point Clouds Based on Edges and Windows[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(3): 1041-1052. (SCI收录，中科院二区TOP期刊)
17	Ruisheng Wang (王瑞胜), Jiju Peethambaran, Dong Chen. LiDAR Point Clouds to 3-D Urban Models: A Review[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(2): 606-627. (SCI收录，中科院二区TOP期刊)
18	Hongxin Yang, Shangfeng Huang, Ruisheng Wang(王瑞胜). Efficient Roof Vertex Clustering for Wireframe Simplification Based on the Extended Multiclass Twin Support Vector Machine[J]. IEEE Geoscience and Remote Sensing Letters, 2024. (SCI收录)
19	Hongxin Yang, Shangfeng Huang, Ruisheng Wang* (王瑞胜*), Xin Wang. Self-Supervised Pre-Training for 3-D Roof Reconstruction on LiDAR Data[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21(2024): 1-5. (SCI收录)
20	Sheng Xu, Ruisheng Wang(王瑞胜). Power Line Extraction From Mobile LiDAR Point Clouds[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(2): 734-743. (SCI收录，中科院二区TOP期刊)