Matching deformable 3D shapes under partiality transformations is a challenging problem that has received limited focus in the computer vision and graphics communities. With this benchmark, we explore and thoroughly investigate the robustness of existing matching methods in this challenging task. Participants are asked to provide a point-to-point correspondence (either sparse or dense) between deformable shapes undergoing different kinds of partiality transformations, resulting in a total of 400 matching problems to be solved for each method - making this benchmark the biggest and most challenging of its kind. Five matching algorithms were evaluated in the contest; this paper presents the details of the dataset, the adopted evaluation measures, and shows thorough comparisons among all competing methods.

SHREC'16: partial matching of deformable shapes / Cosmo, L.; Rodolà, E.; Bronstein, M. M.; Torsello, A.; Cremers, D.; Sahillioǧlu, Y.. - (2016), pp. 61-67. (Intervento presentato al convegno 9th Eurographics Workshop on 3D Object Retrieval, 3DOR 2016 tenutosi a Lisbon; Portugal) [10.2312/3dor.20161089].

SHREC'16: partial matching of deformable shapes

Cosmo, L.;Rodolà, E.;
2016

Abstract

Matching deformable 3D shapes under partiality transformations is a challenging problem that has received limited focus in the computer vision and graphics communities. With this benchmark, we explore and thoroughly investigate the robustness of existing matching methods in this challenging task. Participants are asked to provide a point-to-point correspondence (either sparse or dense) between deformable shapes undergoing different kinds of partiality transformations, resulting in a total of 400 matching problems to be solved for each method - making this benchmark the biggest and most challenging of its kind. Five matching algorithms were evaluated in the contest; this paper presents the details of the dataset, the adopted evaluation measures, and shows thorough comparisons among all competing methods.
2016
9th Eurographics Workshop on 3D Object Retrieval, 3DOR 2016
3D shapes; Deformable shapes; Matching algorithms
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
SHREC'16: partial matching of deformable shapes / Cosmo, L.; Rodolà, E.; Bronstein, M. M.; Torsello, A.; Cremers, D.; Sahillioǧlu, Y.. - (2016), pp. 61-67. (Intervento presentato al convegno 9th Eurographics Workshop on 3D Object Retrieval, 3DOR 2016 tenutosi a Lisbon; Portugal) [10.2312/3dor.20161089].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1228834
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