Segmentation of terrestrial laser scanning data y integrating range and image content

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 37, Issue , 2008, Pages 745-750

  Barnea, Shahar ^a   Filin, Sagi ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Algorithms; Object Recognition; Point Cloud; Segmentation; Terrestrial Laser Scanner

Indexed keywords

ALGORITHMS; IMAGE SEGMENTATION; LASER APPLICATIONS; METADATA; OBJECT RECOGNITION; REMOTE SENSING; SCANNING; STEEL BEAMS AND GIRDERS; SURFACE ANALYSIS;

DATA PARTITIONING; GEOMETRIC INFORMATION; INTEGRATING RANGES; POINT CLOUD; SCENE COMPLEXITY; STANDARD TECHNOLOGY; TERRESTRIAL LASER SCANNERS; TERRESTRIAL LASER SCANNING;

DATA INTEGRATION;

EID: 84961388478     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Alpert S., Galun M., Basri R., Brandt A., 2007. Image segmentation by probabilistic bottom-up aggregation and cue integration. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Minneapolis, June 2007.
2. Bleyer, M., and Gelautz, M., 2004. A layered stereo algorithm using image segmentation and global visibility constraints. in Proc. of ICIP 2004 5: 2997-3000.
3. Brandt A., 1986. Algebraic multigrid theory: The symmetric case. Appl. Math. Comput, 19 pp. 23-56.
4. Carson, C. Belongie, S. Greenspan, H. Malik, J. 2002. Blobworld: image segmentation using expectation-maximization and its application to image querying. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(8): 1026-1038.
5. Coiras, E., Santamaría, J., Miravet, C., 2000. Segment-based registration technique for visual-infrared images. Optical Engineering 39(1) pp. 282-289.
6. Comaniciu D., Meer. P., 2002. Mean shift: A robust approach toward feature space analysis. IEEE transactions on PAMI, 24:603-19.
7. Dold, C., Brenner, C., 2006. Registration of Terrestrial Laser Scanning Data using Planar Patches and Image Data, in: H.-G. Maas, D. Schneider (Eds.), ISPRS Comm. V, IAPRS Vol. XXXVI Part. 5 pp. 78-83.
8. Estrada F. J., Jepson A. D., 2005. Quantitative Evaluation of a Novel Image Segmentation Algorithm. CVPR (2) 2005: 1132-1139.
9. Felzenszwalb, P.F., Huttenlocher, D.P., 2004. Efficient Graph-Based Image Segmentation, International journal of computer vision 59(2) pp. 167-181.
10. Gorte B. 2007. Planar feature extraction in terrestrial laser scans using gradient based range image segmentation, ISPRS Workshop on Laser Scanning, pp. 173-177.
11. Hartley R., Zisserman A., 2003. Multiple View Geometry in Computer Vision. Cambridge University Press, Second Edition.
12. Huang, Q., Wen G., Wenjian C. 2005 Thresholding technique with adaptive window selection for uneven lighting image. Pattern Recognition Letters 26 pp. 801-808.
13. Klaus A., Sormann M., and Karner K., 2006 Segment-based stereo matching using belief propagation and a self-Adapting dissimilarity measure. in Proc. of ICPR 2006, pp. 15-18.
14. Mian, A., Bennamoun, M., Owens, R., 2006. Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes. IEEE transactions on PAMI. 28(10), 1584-1601.
15. Otsu N. 1979. A threshold selection method from gray-level histograms. IEEE Trans. Sys., Man., Cyber. 9: 62-66.
16. Pal N. R. and Pal S. K., 1993. "A review on image segmentation techniques," Pattern Recognition, 26(9): 1277-1294, 1993.
17. Rabanni T., 2006. Automatic reconstruction of Industrial Installations using point clouds and images. PhD thesis. NCG, publication on Geodesy 62.
18. Roth, V., Ommer, B., 2006. Exploiting Low-Level Image Segmentation for Object Recognition, DAGM06 pp. 11-20.
19. Russell, C. B., Efros A., Sivic J., Freeman T. W., Zisserman A., 2006. Using Multiple Segmentations to Discover Objects and their Extent in Image Collections. in Proc. of CVPR 2006 2, 1605-1614.
20. Sharon E., Brandt A., Basri R., 2000. Fast Multiscale Image Segmentation. CVPR 2000: 1070-1077.
21. Shi J., Malik J., 2000. Normalized Cuts and Image Segmentation. IEEE transactions on PAMI. 22(8): 888-905.
22. Vosselman G., S. Dijkman, 2001. 3D Building model reconstruction from point clouds and ground plans. IAPRS 34(3/W4).