Abstract
In the last twenty years many approaches for contact-free measurement techniques for object surfaces and approaches for 3d object reconstruction have been proposed; but often they still require complex and expensive equipment. Not least due to the rapidly increasing number of efficient 3d hard- and software system components, alternative low-cost solutions are in great demand. We propose such a low-cost system for 3d data acquisition and fast pairwise surface registration. The only hardware requirements are a simple commercial hand-held laser and a standard grayscale camera.
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Pipitone, F.J., Marshall, T.G.: A wide-field scanning triangulation rangefinder for machine vision. International Journal of Robotics Research 2(1), 39–49 (1983)
Hall, E.L., Tio, J.B.K., MCPherson, C.A.: Measuring curved surfaces for robot vision. Computer 15(12), 42–54 (1982)
Blais, F.: Review of 20 years range sensor development. Journal of Electronic Imaging 13(1) (2004)
Zagorchev, L., Goshtasby, A.: A paintbrush laser range scanner. Computer Vision and Image Understanding 101, 65–85 (2006)
Besl, P.J., McKay, N.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Machine Intell. 14(2), 239–258 (1992)
Krebs, B., Sieverding, P., Korn, B.: A fuzzy ICP algorithm for 3D free form object recognition. In: International Conf. on Pattern Recognition, pp. 539–543 (1996)
Dalley, G., Flynn, P.: Pair-wise range image registration: a study in outlier classification. Comput. Vis. Image Underst. 87(1-3), 104–115 (2002)
Chua, C.S., Jarvis, R.: Point signatures: A new representation for 3D object recognition. International Journal of Computer Vision 25(1), 63–85 (1997)
Papaioannou, G., Theoharis, T.: Fast fragment assemblage using boundary line and surface matching. In: IEEE/CVPR Workshop on Applicat. of Computer Vision in Archaeology (1999)
Krebs, B., Korn, B., Wahl, F.M.: Plausibilistic preprocessing of sparse range images. In: Proc. of the 8th Int. Conf. on Image Anal. and Processing, pp. 361–366 (1995)
Johnson, A., Hebert, M.: Recognizing objects by matching oriented points. In: Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 684–689 (1997)
Schön, N., Häusler, G.: Automatic coarse registration of 3D surfaces. In: Vision, Modeling, and Visualization 2005 (2005)
Barequet, G., Sharir, M.: Partial surface matching by using directed footprints. In: 12th Annual Symposium on Computational Geometry, pp. 409–410 (1996)
Silva, L., Bellon, O.R.P., Boyer, K.L.: Robust Range Image Registration Using Genetic Algorithms and the Surface Interpenetration Measure. Machine Perception Artificial Intelligence, vol. 60. World Scientific, Singapore (2005)
Winkelbach, S., Rilk, M., Schönfelder, C., Wahl, F.M.: Fast Random Sample Matching of 3d Fragments. In: Rasmussen, C.E., Bülthoff, H.H., Schölkopf, B., Giese, M.A. (eds.) DAGM 2004. LNCS, vol. 3175, pp. 129–136. Springer, Heidelberg (2004)
Fischler, M.A., Bolles, R.C.: Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Communications of the ACM 24(6), 381–395 (1981)
Tsai, R.Y.: An efficient and accurate camera calibration technique for 3d machine vision. In: IEEE Conf. Computer Vision and Pattern Recognition, pp. 364–374 (1986)
Wahl, E., Hillenbrand, U., Hirzinger, G.: Surflet-pair-relation histograms: A statistical 3d-shape representation for rapid classification. In: Proc. 4th International Conf. on 3-D Digital Imaging and Modeling (3DIM 2003), pp. 474–481 (2003)
Weisstein, E.W.: Birthday Attack (From MathWorld–A Wolfram Web Resource), http://mathworld.wolfram.com/BirthdayAttack.html
Friedman, J.H., Bentley, J.L., Finkel, R.A.: An algorithm for finding best matches in logarithmic expected time. ACM Trans. on Math. Software 3(3), 209–226 (1977)
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Winkelbach, S., Molkenstruck, S., Wahl, F.M. (2006). Low-Cost Laser Range Scanner and Fast Surface Registration Approach. In: Franke, K., Müller, KR., Nickolay, B., Schäfer, R. (eds) Pattern Recognition. DAGM 2006. Lecture Notes in Computer Science, vol 4174. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11861898_72
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DOI: https://doi.org/10.1007/11861898_72
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-44412-1
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