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研究生: 周昶旭
Chang-Hsu Chou
論文名稱: 以單攝影機建構三維街景影像演算法之研發
Design of the Algorithm to Construct the 3D Street View Using a Single Camera
指導教授: 徐勝均
Sendren Sheng-Dong Xu
口試委員: 瞿忠正
Chung-Cheng Chiu
柯正浩
Kevin Cheng-Hao Ko
學位類別: 碩士
Master
系所名稱: 工程學院 - 自動化及控制研究所
Graduate Institute of Automation and Control
論文出版年: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 90
中文關鍵詞: 立體視覺區塊比對三維建立街景影像
外文關鍵詞: Stereo vision, block matching, three-dimensional construction, street view
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  • 致謝 I 摘要 II Abstract III 目錄 IV 圖目錄 V 表目錄 IX 第一章 緒論 1 1.1 前言 1 1.2 研究目的與動機 10 1.3 論文架構 16 第二章 文獻探討 17 第三章 建構三維街景影像之演算法 26 3.1 影像前處理 37 3.2 單攝影機之立體視覺演算法 43 3.3. 三維建立 51 第四章 實驗成果 60 第五章 結論與未來展望 72 5.1 結論 72 5.2 未來展望 73 參考文獻 74

    [1] TOP 3D BLOG, “All-time popular 3d scanning software: reviews and applications,” 2019. Accessed on June 24, 2020, [Online]. Available: https://top3dshop.com/blog/popular-3d-scanning-software
    [2] Laser Focus World, “Photonic frontiers: gesture recognition: lasers bring gesture recognition to the home,” Jan. 25, 2011. Accessed on June 24, 2020, [Online]. Available: https://www.laserfocusworld.com/articles/2011/01/lasers-bring-gesture-recognition-to-the-home.html
    [3] Google, “Google street view,” July 17, 2007. Accessed on June 24, 2020, [Online]. Available: https://www.google.com/maps/
    [4] Google, “Google Earth,” June 28, 2005. Accessed on June 27, 2020, [Online]. Available: https://www.google.com/intl/zh-TW/earth/
    [5] 內政部國土測繪中心,「車載移動測繪系統」,2017。Accessed on June 24, 2020, [Online]. Available: https://www.nlsc.gov.tw/MMS/index.html
    [6] B. Nassi, D. Nassi, R. B. Betanel, Y. Mirsky, Green, Y. Elovici, “Phantom Attacks Against Advanced Driving Assistance Systems”, Automated Driving and Driver Assistance Systems, 1st ed., UK: Taylor & Francis Group, 2019, pp. 21-33, DOI. 10.1201/9780429293856-3
    [7] Wikipedia,「光學雷達」,2010。Accessed on June 24, 2020, [Online]. Available:https://zh.wikipedia.org/zh-tw/%E5%85%89%E5%AD%A6%E9%9B%B7%E8%BE%BE
    [8] Renishaw,「光學尺在激光掃描器上的應用」,2016。Accessed on June 24, 2020,[Online]. Available: https://www.renishaw.com.tw/tw/38824--38824
    [9] R. Amadeo, “Google’s Street View cars are now giant, mobile 3D scanners”, Sep. 6, 2017. Accessed on June 24, 2020, [Online]. Available: https://arstechnica.com/gadgets/2017/09/googles-street-view-cars-are-now-giant-mobile-3d-scanners/
    [10] 電腦王阿達,「特斯拉車系最高級SUV TESLA Model X 開箱、優缺點分析」,2019。Accessed on June 24, 2020, [Online]. Available: https://www.kocpc.com.tw/archives/272667
    [11] C. Jay,「試駕報導 Tesla Autopilot 自動駕駛在台灣上路」,2017。Accessed on June 24, 2020, [Online]. Available: https://cjay.cc/2017/07/tesla-autopilot/
    [12] Q. Chang, T. Maruyama, “Real-Time Stereo Vision System: A Multi-Block Matching on GPU”, IEEE Access, vol. 6, pp. 42030-42046, July 25, 2018, DOI. 10.1109/ACCESS.2018.2859445.
    [13] J. P., “Probabilistic reasoning in intelligent systems,” Networks of Plausible Inference, 2nd ed., Los Angeles, California, USA: Elsevier BV, 1988, pp. 7-9, DOI. 10.1016/B978-0-08-051489-5.50005-9.
    [14] V. Kolmogorov and R. Zabih, “Computing visual correspondence with occlusions using graph cuts,” in Proc. International Conference for Computer Vision(ICCV), Vancouver, BC, Canada, July 7-14, 2001, vol. 2, pp. 508–515, DOI. 10.1109/ICCV.2001.937668.
    [15] S. Birchfield and C. Tomasi, “Depth discontinuities by pixel-to-pixel stereo,” in Proc. Sixth International Conference on Computer Vision, Bombay, India, Jan. 7, 1998, pp. 1073-1080, DOI. 10.1109/ICCV.1998.710850.
    [16] H. Hirschmuller, “Accurate and Efficient Stereo Processing by Semi-Global Matching and Mutual Information,” in Proc. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, USA, June 20-25, 2005, pp. 807-814 , DOI. 10.1109/CVPR.2005.56.
    [17] N. Dalal and B. Triggs, “Histograms of oriented gradients for human detection,” in Proc. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, USA, June 20-25, 2005, pp. 886-893, DOI. 10.1109/CVPR.2005.177.
    [18] D.G. Lowe, “Object recognition from local scale-invariant features,” in Proc. Proceedings of the Seventh IEEE International Conference on Computer Vision (ICCV), Kerkyra, Greece, Sept. 20-27, 1999, vol. 2, pp. 1150-1157. DOI. 10.1109/ICCV.1999.790410.
    [19] H. Bay, A. Ess, T. Tuytelaars, and L.V. Gool, “Speeded-up Robust Features”, Computer Vision and Image Understanding, vol. 110, no. 3, pp. 346-359, June 2008, DOI. 10.1016/j.cviu.2007.09.014.
    [20] 3S MARKET,「電腦視覺在安控領域的四大技術應用」,2019。Accessed on June 24, 2020, [Online]. Available: http://3smarket-info.blogspot.com/2019/08/blog-post_31.html
    [21] M.A. Fischler and R.C. Bolles, “Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography,” Readings in Computer Vision, pp.726-740, June 1987, DOI. 10.1016/B978-0-08-051581-6.50070-2.
    [22] S. Ullman, “The interpretation of structure from motion,” Interpretation of Visual Motion, pp. 133-175, Jan. 15, 1979, DOI. 10.7551/mitpress/3877.003.0009.
    [23] H.C. Longuet-Higgins, “A computer algorithm for reconstructing a scene from two projections,” Readings in Computer Vision, Brighton, UK: Elsevier BV, 1987, pp. 61-62, DOI. 10.1016/B978-0-08-051581-6.50012-X.
    [24] gauravmoney26, “Python OpenCV: Epipolar Geometry,” Accessed on June 24, 2020, [Online]. Available: https://www.geeksforgeeks.org/python-opencv-epipolar-geometry/
    [25] R.I. Hartley, "In Defense of the Eight-Point Algorithm," IEEE Transactions on Pattern Recognition and Machine Intelligence, vol. 19, no.6, pp. 580–593, June, 1997, DOI. 10.1109/34.601246.
    [26] B. Triggs, P.F. McLauchlan, R.I. Hartley, A.W. Fitzgibbon, "Bundle adjustment — a modern synthesis," Vision Algorithms: Theory and Practice , Greece: Springer Science and Business Media LLC, 1999, vol. 1883, pp. 298-372, DOI. 10.1007/3-540-44480-7_21.
    [27] C. Wu, “VisualSFM : A Visual Structure from Motion System,” 2013. Accessed on June 24, 2020, [Online]. Available: http://ccwu.me/vsfm/
    [28] 李彩玲,「行動裝置拍攝影片之街景圖重建與快速索引」,國立交通大學,2015。
    [29] 陳瑞琳,「基於移動分析之街景圖建構與深度估測」,國立交通大學,2016。
    [30] 徐筱婷,「基於雙眼攝影機之街景建築物3D建立」,國立中正大學,2015。
    [31] 黃冠銘,「利用與行車方向同向之雙眼攝影機建立街景建築物之3D方塊模型」,國立中正大學,2015。
    [32] P. J. Bartie, F. Reitsma, S. Mills, “A combined GIS and stereo vision approach to identify building pixels in images and determine appropriate color terms,” Journal of Spatial Information Science, vol. 2, pp. 59-83, May, 2011, DOL. 10.5311/JOSIS.2011.2.6
    [33] M. Pollefeys, D. Nistér, J.-M. Frahm, A. Akbarzadeh, P. Mordohai, B. Clipp, C. Engels, D. Gallup, S.-J. Kim, P. Merrell, C. Salmi, S. Sinha, B. Talton, L. Wang, Q. Yang, H. Stewénius, R. Yang, G. Welch, H. Towles, “Detailed real-time urban 3d reconstruction from video,” International Journal of Computer Vision, vol. 78, no. 2, pp. 143-167, July, 2008, DOI. 10.1007/s11263-007-0086-4.
    [34] P. F. Alcantarilla, C. Beall, and F. Dellaert, “Large-scale dense 3d reconstruction from stereo imagery,” in In 5th Workshop on Planning, Perception and Navigation for Intelligent Vehicles (PPNIV), Tokyo, Japan, Nov., 2013.
    [35] A. Geiger, M. Roser, and R. Urtasun. “Efficient largescale stereo matching”, in Proc. Asian Conf. on Computer Vision (ACCV), pp. 25-38, 2010.
    [36] 敦麗實業,「TBH-CAH919 高解析半球型彩色攝影機」。Accessed on June 24,2020, [Online]. Available: https://www.ttic.net.tw/products/?mode=data&id=3841&top=0
    [37] 研華科技,「影像擷取卡DVP-7635HE」。Accessed on June 24, 2020, [Online].Available: https://www.advantech.tw/products/video_capture_board/dvp-7635he/mod_e71ff6f1-e5b6-4375-9fa8-6a443af5f0eb
    [38] Eperpad,「萬用AC行動電源-黑AC-54K(54000mAh)」。Accessed on June 24, 2020, [Online]. Available:https://www.enerpad.com.tw/product/e21c2a8e-cfe8-4be7-a927-fb18449e6028
    [39] 立你斯,「GPS資料格式」,2011。 Accessed on June 24, 2020, [Online]. Available: https://b8807053.pixnet.net/blog/post/3610870
    [40] u-blox,「u-blox 7 GNSS 模塊」。 Accessed on June 24, 2020, [Online]. Available: https://www.u-blox.com/zh/product/neo-7-series
    [41] Z. Zhang, “A flexible new technique for camera calibration,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 11, pp. 1330-1334, Nov, 2000, DOI. 10.1109/34.888718.
    [42] 中華民國內政部營建署,「市區道路及附屬工程設計標準」。Accessed on June24, 2020. [Online]. Available: https://www.cpami.gov.tw/%E6%9C%80%E6%96%B0%E6%B6%88%E6%81%AF/%E6%B3%95%E8%A6%8F%E5%85%AC%E5%91%8A/31-%E5%85%AC%E5%85%B1%E5%B7%A5%E7%A8%8B%E7%AF%87/10390-%E5%B8%82%E5%8D%80%E9%81%93%E8%B7%AF%E5%8F%8A%E9%99%84%E5%B1%AC%E5%B7%A5%E7%A8%8B%E8%A8%AD%E8%A8%88%E6%A8%99%E6%BA%96.html

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