• Zhiwei Wei(魏智威), Associated researcher
  • E-mail: weizhiwei@gml.ac.cn
  • 味无味处求吾乐,材不材间过此生。
  • Education
  • 2011.09-2015.06, B.S., Wuhan University, Wuhan, China
  • 2015.09-2020.06, Ph.D., Wuhan University, Wuhan, China
  • Employment
  • 2020.09-2023.12, Assistant researcher, Aerospace Information Research Institute, Chinese Academy of Sciences
  • 2024.07-now, Associated researcher, Guangdong Laboratory of Artificial Intelligence and Digital Economy (Shenzhen)
  • Current Research Interests
  • 地理可视化(Geo-spatial Visualization)
  • 视觉定位与三维重建(Positioning and 3D Reconstruction)
  • 时空图谱(Geo-spatial Knowledge Graph)
  • 大模型驱动的城市应用(LLM4Urban)
  • News

    Publications List

    1. Up-coming Papers (First author *Corresponding author)

    (5) W. Xu *, Y. Yao, J. Cao, Z. Wei, C. Liu, J. Liu, M. Peng, "UAV-VisLoc: A Large-scale Dataset for UAV Visual Localization" , Arxiv (2024). [PDF] [Project][Zhihu].

    (4) Z. Wei*, N. Yang, Y. Chen, M. Li, Y. Li, R. Guo, "Generalized application of map generalization methods in the era of pan-map(泛地图时代的地图综合方法泛化应用)" , Geomatics and Information Science of Wuhan University(武汉大学学报信息科学版).

    (3) Z. Wei*, J. Shi, N. Yang, W. Xu, Y. L, M. Li, R. Guo, "Multi-row labels: A case study for POIs" , Transactions in GIS (Under review). [PDF] [Project].

    (2) S. Zhang, Z. Wei*, W. Xu, L. Zhang, Y. Wang, J. Zhang, J. Liu, "TS-SatMVSNet: Slope Aware Height Estimation for Large-Scale Earth Terrain Multi-view Stereo" , IEEE Transactions on Image Processing (Under review).

    (1) Z. Wei*, N. Yang, W. Xu, S. Ding, M. Li, Y. Li, R. Guo, "Optimized Point Labeling with Leaders in 3D Geographic Scenarios Using the Beams Displacement Method(三维地理场景下带引线点要素注记的优化配置Beams移位方法)" , Journal of Computer-Aided Design & Computer Graphics(计算机辅助设计与图形学学报) (Under review).

    2. Published Journal Papers (First author *Corresponding author)

    (44) N. Yang, X. Pang, J. Lv, Z. Wei*, "Comparative Study on Continuous and Discontinuous Dorling Maps" , Transactions in GIS(2024), [PDF] [Project][News].

    (43) X. Chen, W. Diao, S. Zhang, Z. Wei*, C. Liu*, "SA-MVSNet: Slope feature-aware and across-scale information integration for Large-Scale Earth Terrain Multi-view Stereo" , Remote Sensing (2024), [PDF]

    (42) Y. Li*, M. Yao, Z. Wei, Z. Zhao, S. Tang, R. Guo, "Adaptive Generation Method For Interior Mapping Oriented Towards Lightweight Visualization (轻量化室内透视贴图的自适应生成方法)" , Bulletin of Surveying and Mapping (测绘通报)(2024).

    (41) Z. Wei*, N. Yang "Using Negative Spatial Auto-correlation Index to Evaluate and Improve Intrinsic Tag Map’s Multi-Scale Visualization Capabilities" , Cartography and Geographic Information Science(2024),[PDF] [Project][News].

    (40) S. Ding *, Z. Wei*, S. Liu, R. Zhao, "Uncovering the Evolution of Ozone Pollution in China: A Spatiotemporal Characteristics reconstruction from 1980 to 2021" , Atmospheric Research(2024), [PDF].

    (39) Z. Wei*, N. Yang, W. Xu, S. Ding, "Generating grid maps via the Snake model" , Transactions in GIS(2024), [PDF] [Project] [News].

    (38) N. Yang, Z. Deng, F. Hu, L. Wan*, Y. Chao, Q. Guan, Z. Wei, "Urban Perception by using eye-movement data on street view images" , Transactions in GIS(2024),[PDF] [News].

    (37) Z. Wei*, S. Ding, Y. Wang, Y. Zhang, W. Xu, "From river flow to spatial flow: flow map via river flow directions assignment algorithm", Cartography and Geographic Information Science(2023), [PDF] [Project Page] [News].

    (36) Y. Tong, Q. Guo*, Z. Wei, Y. Wang, Y. Liu, "A new method for the agglomeration of vector building grouping in large-scale topological map(大比例尺地形图矢量型建筑物群毗邻化的一种新方法)", Geomatics and Information Science of Wuhan University(武汉大学学报信息科学版)(2023).

    (35) S. Zhang, Z. Wei, W. Xu*, L. Zhang, Y. Wang, J. Zhang, J. Liu, "Edge Aware Depth Inference for Large-Scale Aerial Building Multi-view Stereo" , ISPRS Journal of Photogrammetry and Remote Sensing(2023),[PDF][Project Page].

    (34) Z. Wei*, Y. Xiao, W. Xu, M. Shu, L. Cheng, Y. Wang, C. Liu* "Inferring High-level Geographical Concepts via Knowledge Graph and Multi-scale Data Integration: A Case Study of C-shaped Building Pattern Recognition", International Journal of Digital Earth(2023), [PDF][Project Page] [News].

    (33) S. Zhang, W. Xu, Z. Wei*, L. Zhang, J. Yang, Y. Wang, J. Liu, "ARAI-MVSNet: Adaptive Depth Range Prediction and Adaptive Interval Adjustment For Multi-View Stereo" , Pattern recognition(2023), [PDF][Project] [News].

    (32) S. Zhang, Z. Wei, W. Xu, L. Zhang, Y. Wang, X. Zhou, J. Liu*, "DSC-MVSNet: Attention Aware Cost Volume Regularization Based On Depthwise Separable Convolution for Multi-View Stereo" , Complex & Intelligent Systems(2023), [PDF][Project] [News].

    (31) L. Cheng, T. Chen*, Q. Guo, Z. Wei "Integrated generalization method of contours and rivers considering geographic characteristics", GeoCarto International(2023), [PDF].

    (30) Z. Wei*, S. Ding, W. Xu, L. Cheng, S. Zhang, Y. Wang*, "Elastic beam algorithm for generating circular cartograms", Cartography and Geographic Information Science(2023),[PDF][Project] [News].

    (29) W. Xu*, J. Wang, Z. Wei, M. Peng, Y. Wu, "Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification" , ISPRS Journal of Photogrammetry and Remote Sensing(2023),[PDF].

    (28) Z. Wei*, Y. Xiao, W. Xu, Y. Tong, Y. Wang, "Linear building pattern recognition via knowledge graph(基于知识图谱的直线型建筑物模式识别方法)", Acta Geodaetica et Cartographica Sinica(测绘学报)(2023),[PDF][Project Page] [News].

    展开查看更多(Show more)

    3. Published Conference Papers (First author *Corresponding author)

    (3) Z. Wei*, N. Yang, W. Xu, S. Ding, "Optimized Point Labeling with Leaders in 3D Geographic Scenarios Using the Beams Displacement Method(三维地理场景下带引线点要素注记的优化配置Beams移位方法)" , ChinaVIS2024. [News].

    (2) W Xu*, Z. Yu, Z. Wei, J. Wang, M. Peng, "EGENERALIZED CATEGORY DISCOVERY FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION", IGRASS 2024(Oral).

    (1) Z. Wei*, W. Xu, S. Ding, S. Zhang, Y. Wang*, "Efficient and Stable Circular Cartogram for Time-varying Data", ChinaVis 2022(Oral),[PDF,Project Page].

    4. Patent (In Chinese)

    (4) 魏智威, 许文嘉, 张嵩, 王洋, 刘纯波, "一种规则面域拓扑地图的优化布局方法及装置", (2024).

    (3) 王洋, 俞信, 陈星, 许光銮, 王毅, 胡乃坤, 李峰, 魏智威, 刘纯波, "一种松耦合的多维数据融合同步显示方法及系统", (2023).

    (2) 魏智威, 王洋, 周鑫, 张源奔, 郭岩, 林道玉, 许文嘉, "一对多流向图布局方法、装置", (2022).

    (1) 郭庆胜, 魏智威, 周思嘉, 童莹, 张健, 何捷, 刘洋, "一种行政区划图自动着色的地图色彩效果优选方法", (2018).

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