Zusammenfassung
In diesem Beitrag wird eine neue Methode zur schnellen Segmentierung von Tiefenbildern in planare Regionen vorgestellt. Im wesentlichen besteht sie aus einer Approximation der Zeilen eines Tiefenbildes durch Geradenstücke und einem anschließenden Ausdehnungsprozess (region growing), in dem, anstatt von einzelnen Pixeln, die Geradenstücke als Grundelement verwendet werden. Die Schnelligkeit der neuen Methode rührt von der wesentlich geringeren Datenmenge der Liniensegmente im Vergleich zu den ursprünglich vorhandenen Pixeln her sowie der Tatsache, daß die Liniensegmente genauso leicht wie die Pixel zu handhaben sind.
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Literaturverzeichnis
P. J. Besl, Surfaces in range image understanding, Springer-Verlag, 1988.
R. C. Bolles, M. A. Fischler, A RANSAC-based approach to model fitting and its application to finding cylinders in range data, Proc. of 7th Int. Conf. on Artificial Intelligence, Vancouver, 637–643, 1981.
R. O. Duda, P. E. Hart, Pattern classification and scene analysis, Wiley, New York, 1972.
X. Y. Jiang, H. Bunke, Fast Segmentation of Range Images into Planar Regions by Scan Line Grouping, Technical Report, IAM-92–006, 1992.
J.-M. Jolion, P. Meer, S. Bataouche, Robust clustering with applications in computer vision, IEEE Trans, on PAMI, Vol. 13, No. 8, 791–802, 1991.
R. Krishnapuram, C.-P. Freg, Fitting an unknown number of lines and planes to image data through compatible cluster merging, Pattern Recognition, Vol. 25, No. 4, 385–400, 1992.
T. Lozano-Pérez, W. E. L. Grimson, S. J. White, Finding cylinders in range data, Proc. of IEEE Conf. on Robotics and Automation, 202–207, 1987.
G. Maitre, H. Hügli, F. Tièche, J. P. Amann, Range image segmantion based on function approximation, Proc. of ISPRS-Conference, SPIE Vol. 1395, Zurich, 275–282, 1990.
A. W. Paeth, Median finding on a 3 × 3 grid, in Graphics Gems, A. S. Glassner (Ed.), Academic Press Inc., 171–175, 1990.
B. Parvin, G. Medioni, Segmentation of range images into planar surfaces by split and merge, Proc. of Computer Society Conf. on Computer Vision and Pattern Recognition, 415–417, 1986.
T. Pavlidis, Segmentation of pictures and maps through functional approximation, Computer Graphics and Image Processing, Vol. 1, 360–372, 1976.
F. Schmitt, X. Chen, Fast segmentation of range images into planar regions, Proc. of CVPR’91, 710–711, 1991.
L. Shao, R. Volz, Finding cones from multi-scan range images, SPIE Vol. 1608, Intelligent Robots and Computer Vision X: Neural, Biological and 3-D Methods, 378–384, 1991.
T. G. Stahs, F. M. Wahl, Fast and robust range data acquisition in a low-cost environment, Proc. of ISPRS-Conference, SPIE Vol. 1395, Zurich, 496–503, 1990.
R. W. Taylor, M. Savini, A. P. Reeves, Fast segmentation of range imagery into planar regions, Computer Vision, Graphics, and Image Processing, Vol. 45, 42–60, 1989.
N. Yokoya, M. D. Levine, Volumetric description of solids of revolution in a range image, Proc. of 10th Int. Conf. on Pattern Recognition, 303–307, 1990.
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© 1992 Springer-Verlag Berlin Heidelberg
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Jiang, X.Y., Bunke, H. (1992). Eine Methode zur schnellen Segmentierung von Tiefenbildern in planare Regionen. In: Fuchs, S., Hoffmann, R. (eds) Mustererkennung 1992. Informatik aktuell. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-77785-1_17
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