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ARTIFICIAL MODEL IN THE ASSESSMENT OF THE ALGORITHM OF OBJECTS RECORDED BY LASER SCANNING SHAPE DETECTION (ALS/TLS)

Janowski, Artur, Nierebinski, Piotr, Szulwic, Jakub

First published: 2015https://doi.org/10.5593/sgem2015/b21/s10.127View metrics

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Title
ARTIFICIAL MODEL IN THE ASSESSMENT OF THE ALGORITHM OF OBJECTS RECORDED BY LASER SCANNING SHAPE DETECTION (ALS/TLS)
Authors
Janowski, Artur, Nierebinski, Piotr, Szulwic, Jakub
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 15th International Multidisciplinary Scientific GeoConference SGEM2015, INFORMATICS, GEOINFORMATICS AND REMOTE SENSING
Publisher
Stef92 Technology
Year
2015
Pages
995-1002
ISSN
1314-2704
ISBN
978-619-7105-34-6
Language
en
Publication type
Conference Paper
References30

  1. Axelsson P.E.: Processing of laser scanner data - algorithms and applications. ISPRS Journal of Photogrammetry and RS, Vol. 54, Iss. 2-3, 1999, pp. 138-147, 1999

  2. Bauer J., Karner K., Schindler K., Klaus A., Zach C.: Segmentation of building from dense 3D point-clouds. In Proceedings of the ISPRS. Workshop Laser Scanning Enschede Netherlands, 12-14.09.2005, 2005 International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org 15th International Multidisciplinary Scientific GeoConferences SGEM2015

  3. Blaszczak-Bak W., Janowski A., Kaminski W., Rapinski J.: Application of the Msplit method for filtering airborne laser scanning data-sets to estimate digital terrain models. International Journal of Remote Sensing, Vol. 36, Iss. 9, pp. 2421-2437, DOI: 10.1080/01431161.2015.1041617, 2015

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  4. Canny J.: A Computational Approach to Edge-Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 8, Iss. 6, , pp. 679-698, 1986

  5. Chen Q., Gong P., Baldocchi D., Xie G.: Filtering airborne laser scanning data with morphological methods. Photogrammetric Engineering and Remote Sensing, Vol. 73, Iss. 2, pp. 175-185, 2007

  6. Douglas D.H., Peucker T.K.: Algorithms for the reduction of the number of points required to represent a line or its caricature. The Canadian Cartographer, Vol. 10, Iss. 2, pp. 112-122, 1973

  7. Freeman H.. On the encoding of arbitrary geometric configurations. IRE Transactions on Electronic Computers EC 10, pp. 260-268, 1961

  8. Huang L., Ba rth M.: Vehicle Detection, Tightly Coupled LIDAR and Computer Vision Integration for. Transportation Technologies for Sustainability, pp. 1033 - 1059, 2013

  9. Janowski A., Nierebinski P., Przyborski M., Szulwic J.: Object detection from LiDAR data on the urban area, on the basis of image analysis methods. Experiment on real data. 1st International Conference on Innovative Research and Maritime Applications of Space Technology, Gdansk, Poland, 2015

  10. Janowski A., Rapinski J.: M-Split Estimation in Laser Scanning Data Modeling. Journal of The Indian Society of Remote Sensing, Vol. 41, Iss. 1, pp. 15 -19, DOI: 10.1007/s12524-012-0213-8, 2013

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  11. Karsli F., Kahya F. O.: Detecting the Buildings from Airborne Laser Scanner Data by Using Fourier Transform. Experimental Techniques, Vol. 36, Iss. 1, 5-17, 2012

  12. Kazimierski W., Stateczny A.: Fusion of Data from AIS and Tracking Radar for the Needs of ECDIS. SPS, DOI: 10.1109/SPS.2013.6623592, 2013

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  13. Szeliski R.: Computer vision: algorithms and applications. Springer. ISBN 978-1- 84882-934-3, 2011

  14. Vis B.N.: Report on the use of Matlab in analysing LiDAR data, Leiden University, http://rs.tudelft.nl/~rlindenbergh/education/AHN_Matlab_Benjamin.pdf, 2009

  15. Zheng J., Mccarthy T., Fotheringham A.S., Yan L.: Linear feature extraction of buildings from terrestrial LIDAR data with morphological techniques. International Archives of the Photogrammetry Remote Sensing and Spatial Information Science, Vol. 37, pp. 241-244, 2008 International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org

  16. Axelsson P.E.: Processing of laser scanner data - algorithms and applications. ISPRS Journal of Photogrammetry and RS, Vol. 54, Iss. 2-3, 1999, pp. 138-147, 1999

  17. Bauer J., Karner K., Schindler K., Klaus A., Zach C.: Segmentation of building from dense 3D point-clouds. In Proceedings of the ISPRS. Workshop Laser Scanning Enschede Netherlands, 12-14.09.2005, 2005 International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org 15th International Multidisciplinary Scientific GeoConferences SGEM2015

  18. Blaszczak-Bak W., Janowski A., Kaminski W., Rapinski J.: Application of the Msplit method for filtering airborne laser scanning data-sets to estimate digital terrain models. International Journal of Remote Sensing, Vol. 36, Iss. 9, pp. 2421-2437, DOI: 10.1080/01431161.2015.1041617, 2015

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  19. Canny J.: A Computational Approach to Edge-Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 8, Iss. 6, , pp. 679-698, 1986

  20. Chen Q., Gong P., Baldocchi D., Xie G.: Filtering airborne laser scanning data with morphological methods. Photogrammetric Engineering and Remote Sensing, Vol. 73, Iss. 2, pp. 175-185, 2007

  21. Douglas D.H., Peucker T.K.: Algorithms for the reduction of the number of points required to represent a line or its caricature. The Canadian Cartographer, Vol. 10, Iss. 2, pp. 112-122, 1973

  22. Freeman H.. On the encoding of arbitrary geometric configurations. IRE Transactions on Electronic Computers EC 10, pp. 260-268, 1961

  23. Huang L., Ba rth M.: Vehicle Detection, Tightly Coupled LIDAR and Computer Vision Integration for. Transportation Technologies for Sustainability, pp. 1033 - 1059, 2013

  24. Janowski A., Nierebinski P., Przyborski M., Szulwic J.: Object detection from LiDAR data on the urban area, on the basis of image analysis methods. Experiment on real data. 1st International Conference on Innovative Research and Maritime Applications of Space Technology, Gdansk, Poland, 2015

  25. Janowski A., Rapinski J.: M-Split Estimation in Laser Scanning Data Modeling. Journal of The Indian Society of Remote Sensing, Vol. 41, Iss. 1, pp. 15 -19, DOI: 10.1007/s12524-012-0213-8, 2013

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  26. Karsli F., Kahya F. O.: Detecting the Buildings from Airborne Laser Scanner Data by Using Fourier Transform. Experimental Techniques, Vol. 36, Iss. 1, 5-17, 2012

  27. Kazimierski W., Stateczny A.: Fusion of Data from AIS and Tracking Radar for the Needs of ECDIS. SPS, DOI: 10.1109/SPS.2013.6623592, 2013

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  28. Szeliski R.: Computer vision: algorithms and applications. Springer. ISBN 978-1- 84882-934-3, 2011

  29. Vis B.N.: Report on the use of Matlab in analysing LiDAR data, Leiden University, http://rs.tudelft.nl/~rlindenbergh/education/AHN_Matlab_Benjamin.pdf, 2009

  30. Zheng J., Mccarthy T., Fotheringham A.S., Yan L.: Linear feature extraction of buildings from terrestrial LIDAR data with morphological techniques. International Archives of the Photogrammetry Remote Sensing and Spatial Information Science, Vol. 37, pp. 241-244, 2008 International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org

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