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Active testing search for point cloud matching

Author
Amável , M.; Sznitman, R.; Serradell, E.; Kybic, J.; Moreno-Noguer, F.; Fua, P.
Type of activity
Presentation of work at congresses
Name of edition
23rd International Conference on Information Processing in Medical Imaging
Date of publication
2013
Presentation's date
2013
Book of congress proceedings
Information processing in medical imaging: 23rd International Conference, IPMI 2013 Asilomar, CA, USA, June 28–July 3, 2013 Proceedings
First page
572
Last page
583
Publisher
Springer
DOI
https://doi.org/10.1007/978-3-642-38868-2_48 Open in new window
Repository
http://hdl.handle.net/2117/24461 Open in new window
URL
http://dx.doi.org/10.1007/978-3-642-38868-2_48 Open in new window
Abstract
We present a general approach for solving the point-cloud matching problem for the case of mildly nonlinear transformations. Our method quickly finds a coarse approximation of the solution by exploring a reduced set of partial matches using an approach to which we refer to as Active Testing Search (ATS). We apply the method to registration of graph structures by branching point matching. It is based solely on the geometric position of the points, no additional information is used nor the knowled...
Citation
Amável , M. [et al.]. Active testing search for point cloud matching. A: International Conference on Information Processing in Medical Imaging. "Information processing in medical imaging: 23rd International Conference, IPMI 2013 Asilomar, CA, USA, June 28–July 3, 2013 Proceedings". Asilimar: Springer, 2013, p. 572-583.
Keywords
HA DESAPAREGUT., active search NOTA: HE HAGUT DE CREAR UN ALTRE PERFIL DE EDUARD SERRADELL, computer vision image matching Author keywords: graph matching, non-rigid registration
Group of research
VIS - Artificial Vision and Intelligent Systems

Participants

  • Amável Pinheiro, Miguel  (author and speaker )
  • Sznitman, Raphael  (author and speaker )
  • Serradell, Eduard  (author and speaker )
  • Kybic, Jan  (author and speaker )
  • Moreno Noguer, Francesc d'Assis  (author and speaker )
  • Fua, Pascal  (author and speaker )