
个人简介
性别:男 籍贯:山东 日照
职称:讲师 Email: weipengcheng@ctgu.edu.cn
学术主页: https://wpc-whu.github.io/
教育背景
2020/09-2023/12,武汉大学,测绘学院,博士
2017/09-2020/06,北京建筑大学,测绘与城市空间信息学院,硕士
2013/09-2017/06,河北工程大学,测绘工程系,学士
工作履历
2024/09-至今,三峡大学,土木与建筑学院,副教授(校聘)
主要研究方向
[1] 移动三维激光扫描技术
[2] 时空数据处理与信息提取
[3] 计算机视觉与三维模型重建
[4] 自主移动测量机器人
科研项目
[1] 国家自然科学基金(重大项目),42394060,时空数据实景化感知方法,2024/01-2028/12;(参与)
[2] 国家自然科学基金(面上项目),42371451,城市复杂环境下空地多源信息组网融合与NeRF实景重建方法研究,2024/01-2027/12;(参与)
[3] 国家重点研发计划项目,2020YFD1100200,高分遥感智能主动调查监测技术研发,2020/10-2022/12;(参与)
[4] 湖北省科技重大项目,2021AAA010,空天信息人工智能方法与技术应用,2014/01-2016/12;(参与)
学术兼职
[1]《IEEE Transactions on Pattern Analysis and Machine Intelligence》等顶级国际期刊审稿人;
奖励与荣誉
[1] 2023年,浙江省测绘学会,科学技术奖,三等奖,排名8/8;
[2] 2020年,中国卫星导航定位协会,科学技术奖,一等奖,排名12/15;
[3] 2020年,北京市优秀毕业生
学术成果
代表性学术论文:
[1]Yan Li, Wei Pengcheng*, Xie Hong, Dai Jicheng, Wu Hao, Huang Ming. A New Outlier Removal Strategy Based on Reliability of Correspondence Graph for Fast Point Cloud Registration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, PP(99):1-17. [SCI一区TOP, IF=23.6]
[2]Wei Pengcheng, Yan Li, Xie Hong*, Qiu Dash, Qiu Changcheng, Wu Hao, Zhao Yinghao, Hu Xiao, Huang Ming. LiDeNeRF: Neural radiance field reconstruction with depth prior provided by LiDAR point cloud[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2024,208(4):296-307. [SCI一区TOP, IF=12.7]
[3]Wei Pengcheng, Yan Li*, Xie Hong, Huang Ming. Automatic coarse registration of point clouds using plane contour shape descriptor and topological graph voting[J]. Automation in Construction, 2022,134:104055. [SCI一区TOP, IF=10.5]
[4]Huang Ming, Wei Pengcheng*, Liu Xianglei. An efficient encoding voxel-based segmentation (EVBS) algorithm based on fast adjacent voxel search for point cloud plane segmentation[J]. Remote Sensing, 2019,11(23),2727. [SCI二区, IF=4.5]
[5]Wu Hao, Yan Li, Xie Hong, Wei Pengcheng, Dai Jicheng. A hierarchical multiview registration framework of tls point clouds based on loop constraint[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023,195:65-76. [SCI一区TOP, IF=12.7]
[6]Zhao Yinghao, Yan Li, Xie Hong, Dai Jicheng, Wei Pengcheng. Autonomous exploration method for fast unknown environment mapping by using UAV equipped with limited FOV sensor[J]. IEEE Transactions on Industrial Electronics, 2023,71(5),4933-4943. [SCI一区TOP, IF=4.8]
[7]Zhao Yinghao, Yan Li, Dai Jicheng, Hu Xiao, Wei Pengcheng, Xie Hong. Robust Planning System for Fast Autonomous Flight in Complex Unknown Environment Using Sparse Directed Frontier Points[J]. Drones, 2023,7(3),219. [SCI二区,IF=7.7]
[8]Yan Li, Huang Jiangming, Xie Hong, Wei Pengcheng, Gao Zhao. Efficient depth fusion transformer for aerial image semantic segmentation[J]. Remote Sensing, 2022,14(5),1294. [SCI二区, IF=5.3]
[9]Yan Li, Hu Xiao, Zhao Leyang, Chen Yu, Wei Pengcheng, Xie Hong. Dgs-slam: A fast and robust rgbd slam in dynamic environments combined by geometric and semantic information[J]. Remote Sensing, 2022,14(3),795. [SCI二区, IF=5.3]
[10]Wu Hao, Yan Li, Xie Hong, Wei Pengcheng, Dsi Jicheng, Gao Zhao, Zhang Rongling. A Voxel-Based Multiview Point Cloud Refinement Method via Factor Graph Optimization[C]. PRCV,2023,234-245.[EI收录, CCF-C]
[11]Gao Zhao, Yan Li, Xie Hong, Wei Pengcheng, Wu Hao, Wang Jian. TSTD: A Cross-modal Two Stages Network with New Trans-decoder for Point Cloud Semantic Segmentation[C]. PRCV,2023,130-141.[EI收录, CCF-C]
[12]闫利, 任大伟, 谢洪, 韦朋成. 激光点云与密集匹配点云融合方法[J].中国激光,2022,49(09):175-185. [EI收录]
[13]黄明, 车平文, 韦朋成. 道路点云中交通标志牌的识别提取研究[J].测绘科学,2023,48(02):115-123. [中文核心]
发明专利:
[1] 基于快速邻接体素查询的点云平面分割方法,中国,ZL 201910650343.5;
[2] 一种利用平面形状和拓扑图投票的点云配准方法,中国,ZL 202210012942.6;
[3] 一种面向空地影像数据融合的建筑目标点云快速生成方法,中国,ZL 202210012783.X.