跳到主要內容

簡易檢索 / 詳目顯示

研究生: 羅詔元
Chao-Yuan Lo
論文名稱: 整合光達資料與道路輪廓圖重建三維道路模型
Fusion of LIDAR Data and Road Maps for the Reconstruction of 3-D Road Models
指導教授: 陳良健
Liang-Chien Chen
口試委員:
學位類別: 碩士
Master
系所名稱: 工學院 - 土木工程學系
Department of Civil Engineering
畢業學年度: 94
語文別: 中文
論文頁數: 110
中文關鍵詞: 二維路網道路輪廓圖光達資料重建三維道路模型
外文關鍵詞: 3-D Road Models, Reconstruction, Road Maps, LIDAR Data, 2-D Road Networks
相關次數: 點閱:9下載:0
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 摘要
    由於道路類型的多樣化與複雜性,傳統二維道路輪廓圖已無法充分展現立體道路與立體交流道。因此,三維道路模型重建為空間資訊領域重要的研究方向之一,藉由整合光達資料豐富的三維資訊,與道路輪廓線精確的道路範圍,重建三維道路模型。研究內容包含兩部份:二維路網建立與三維道路模型重建。
    二維路網建立部份,將道路輪廓線經由分割、連結與配對處理產生道路中心線,再由中心線產生路網位相關係。三維道路模型重建部份,由光達資料經處理後產生初始模型,再以區域路網高程平差修正道路豎曲線得到精確模型。
    測試區域為新竹科學園區,光達點雲密度為每平方公尺1.73點,道路輪廓圖比例尺為千分之一。二維路網建立的正確性均高於95%,剩餘以人工編修產生完整路網。道路模塑的相對精度於一般道路區域約為0.10公尺,若為坡度道路則約為0.20公尺。


    ABSTRACT
    Due to the diversity and complexity of the road types, traditional 2-D road maps are insufficient to represent 3-D road models when multi-layer road systems are considered. The reconstruction of 3-D road models, thus, becomes an important task in the geoinformatic area.
    The LIDAR data contains the height information of the road surface. The road maps record the accurate boundaries. Thus, we fuse LIDAR data and road maps to reconstruct the 3-D road models. The proposed scheme comprises two major parts: establishment of 2-D road networks and 3-D road modeling. In the first part, the roadsides in the maps are split, merged, and paired for the determination of road centerlines and the formation of networks. In the second one, the heights of the road centerlines are derived from LIDAR data to represent the road surface. Then the profiles of the 3-D roads are modified by the least squares adjustment. Finally, the patches are organized in road models in terms of ribbons.
    The test data covers Hsin-Chu city in the north Taiwan. The point density of LIDAR data is 1.73 points/m2. The scale of the road maps is 1:1,000. The experimental results show that the successful rate of the automatic reconstruction for 2-D road networks is above 95%. After the enhancement of the planimetric road networks by manual editing, the reconstructed 3-D road models reach a modeling accuracy of 0.10m to 0.20m.

    目錄 第一章 前言 1 1.1. 研究背景介紹 3 1.1.1. 二維路網建立 3 1.1.2. 三維模型重建 7 1.2. 研究動機與目的 11 1.3. 研究方法與內容 13 第二章 二維路網建立 17 2.1. 中心線生成 20 2.2. 路網建立 25 第三章 三維道路重建 29 3.1. 初始模型重建 31 3.1.1. 道路點雲萃取 32 3.1.2. 路面點雲萃取 32 3.1.2.1. 面擬合 35 3.1.2.2. 局部最低點 37 3.1.3. 平滑化處理 38 3.2. 精確模型重建 40 3.2.1. 節點高程平差 41 3.2.2. 折點高程平差 43 3.2.3. 產生精確模型 43 3.2.4. 模型視覺化 44 3.3. 自動化成果驗證 44 3.4. 模型坡度與坡度差驗證 45 3.5. 路網拼接 49 第四章 研究成果與分析 50 4.1. 研究資料 51 4.2. 二維路網建立成果 52 4.2.1. 測區I二維路網 53 4.2.2. 測區II二維路網 58 4.2.3. 測區III二維路網 64 4.3. 三維道路模型重建成果 67 4.3.1. 測區I道路模型 68 4.3.2. 測區II道路模型 73 4.3.3. 測區III道路模型 79 4.4. 道路模型坡度與坡度差驗證 87 4.5. 道路模型拼接成果 99 4.6. 失敗例分析 102 第五章 結論與展望 104 參考文獻 107

    交通部,2001,公路路線設計規範,幼獅出版社。
    內政部營建署,2002,市區道路工程規劃及設計規範之研究。
    2005年8月8日,取自於內政部營建署網址http://w3.cpami.gov.tw/design/index6.htm
    AASHTO, 2004, A Policy on Geometric Design of Highways and Streets.
    Abo Akel, N., Kremeike, K., Filin, S., Sester, M., Doytsher, Y., 2005,
    Dense DTM Generalization Aided by Roads Extracted from LiDAR Data, ISPRS journal of Photogrammetry and Remote Sensing.
    Axelsson, P., 2001, Ground estimation of laser data using adaptive
    TIN-models, Proceedings of OEEPE workshop on airborne laserscanning and interferometric SAR for detailed digital elevation models, 1-3 March 2001. Official Publication No.40, CD-ROM. pp 185-208.
    Brovelli, M.A., Cannata, M., and Longoni, U. M., 2002, Managing and
    processing LIDAR data within GRASS, Proceedings of the GRASS Users Conference 2002, 11-13 September 2002, Trento.
    Chen, L.C., and Lee, L.H., 1992, Progressive Generation of Control
    Frameworks for Image Registration , Photogrammetric Engineering and Remote Sensing, 58(9): 1321-1328.
    Clode S., Kootsookos P., Rottensteiner F., 2004. The Automatic
    Extraction of Roads from LIDAR Data. Proceedings of the XXth ISPRS Congress at Istanbul, International Archives of the Photogrammetry, Remote Sensing, and Spatial Information Sciences, Vol. XXXV, Part B3, pp. 231-236, Istanbul (Turkey).
    Dal Poz, A. P., Vale, G. M., and Zanin, R. B., 2004, Automated road
    segment extraction by grouping road objects. Proceedings of the XXth ISPRS Congress at Istanbul, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXV, Part B3, pp. 436-439, Istanbul (Turkey).
    Doucette P., Agouris P., and Stefanidis A., 2004, Automated Road
    Extraction from High Resolution Multispectral Imagery, Photogrammetric Engineering and Remote Sensing, Vol. 70, No. 12, pp. 1405-1416.
    Elmqvist, M., 2001, Ground Estimation of Laser Radar Data using Active
    Shape Models. Paper presented at the OEEPE workshop on airborne laserscanning and interferometric SAR for detailed digital elevation models, 1-3 March 2001, paper 5 (8 pages), Royal Institute of Technology Department of Geodesy and Photogrammetry 100 Stockholm, Sweden.
    Haines, E., 1994, Point in Polygon Strategies, in Graphics Gems IV.
    Hatger, C., Brenner C., 2003. Extraction of Road Geometry Parameters
    from Laser Scanning and Existing Databases. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XXXIV(Pt. 3/W13).
    Hu, Y., 2003. Automated extraction of digital terrain models, roads and
    buildings using airborne lidar data, PhD dissertation, Department of Geometrics Engineering, University of Calgary, 206 p,
    URL: http://www.geomatics.ucalgary.ca/links/GradTheses.html
    (last date accessed: 30 May 2005)
    Hu, X., Zhang, Z., and Vincent Tao C., 2004, A Robust Method for
    Semi-Automatic Extraction of Road Centerlines Using a Piecewise Parabolic Model and Least Square Template Matching. Photogrammetric Engineering and Remote Sensing, Vol. 70, No. 12, pp. 1393-1398.
    Hu, X., Tao, V., Hu, Y., 2004. Automatic Road Extraction from Dense
    Urban Area by Integrated Processing of High Resolution Imagery and LIDAR data. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XX.
    Kada, M., Haala, N., 2004. Integration of Street Networks and LiDAR for
    Modeling and Visualisation of Terrain Data. Asian Conference on Remote Sensing 25th, pp. 256-261.
    Kim, T., Park, S. R., Kim, M. G., Jeong, S., and Kim, K. O., 2004,
    Tracking Road Centerlines from High Resolution Remote Sensing Images by Least Squares Correlation Matching. Photogrammetric Engineering and Remote Sensing, Vol. 70, No. 12, pp. 1417-1422.
    Moller, T., and Haines, E., 1999, Real-Time Rendering, Section 10.6
    Ray/Polygon Intersection.
    O''Rourke, J., 1998, Computational Geometry in C (2nd Edition), Section
    7.4 "Point in Polygon".
    Pan Zhu, Z., Lu, X., Chen, K., Honda, and E., Apisit, 2004. Extraction of
    City Roads Through Shadow Path Reconstruction using Laser Data, Photogrammetric Engineering and Remote Sensing, Vol.70, No. 12, pp.1433-1440.
    Pfeifer, N., Stadler, P., and Briese, C., 2001, Derivation of Digital Terrain
    Models in the SCOP++ Environment, OEEPE Workshop on Airborne Laserscanning and Interferometric SAR for Digital Elevation Models, Stockholm.
    Randolph Franklin, Wm., 2000, PNPOLY - Point Inclusion in Polygon
    Test, Web Page.
    Roggero, M.,2002, Object Segmentation with Region Growing and
    Principal Component Analysis, ISPRS Commission III, Symposium 2002 September 9 - 13, 2002, Graz, Austria, pages A-289 ff (6 pages).
    Sohn, G. and Dowman, I., 2002, Terrain Surface Reconstruction by the
    Use Of Tetrahedron Model With the MDL Criterion, IAPRS, Vol. XXXIV Part 3A, ISPRS Commission III, Symposium, 9-13 September 2002, Graz, Austria, pp.336-344.
    Sithole, G., and Vosselman G., 2004, Experimental comparison of filter
    algorithms for bare-Earth extraction from airborne laser scanning point clouds, ISPRS journal of Photogrammetry and Remote Sensing, Vol.59, p.85-101.
    Vosselman, G., 2003, 3D RECONSTRUCTION OF ROADS AND
    TREES FOR CITY , ISPRS journal of Photogrammetry and Remote Sensing, vol. 34, pp. 231-236, Dresden(Germany).
    Wack, R. and Wimmer, A., 2002: “Digital Terrain Models From Airborne
    Laser Scanner Data – A Grid Based Approach”. IAPRS, Vol. XXXIV Part 3B. ISPRS Commission III, Symposium, September 9 - 13, 2002, Graz, Austria. pp. 293-296.
    Yan, D. and Zhao, Z., 2003, Road Detection From Quickbird Fused
    Image Using IHS Transform and Morphology, International Geoscience and Remote Sensing Sysposium. VOL 6, pages VI: 3967 – 3969.
    Zhang, C., 2003, Towards and operational for automated updating of road
    databases by integration of imagery and geodata. ISPRS Journal of Photogrammetry and Remote Sensing , 58(3-4): 166-186.

    QR CODE
    :::