Alexander Bronstein, Michael Bronstein, Benjamin Bustos et al. SHREC 2010: robust feature detection and description benchmark. In Proc. Eurographics 2010 Workshop on 3D Object Retrieval (3DOR'10), pages 79-86. Eurographics Association.

Abstract:

Feature-based approaches have recently become very popular in computer vision and image analysis applications, and are becoming a promising direction in shape retrieval. SHREC’10 robust feature detection and description benchmark simulates the feature detection and description stages of feature-based shape retrieval algorithms. The benchmark tests the performance of shape feature detectors and descriptors under a wide variety of transformations. The benchmark allows evaluating how algorithms cope with certain classes of transformations and strength of the transformations that can be dealt with. The present paper is a report of the SHREC’10 robust feature detection and description benchmark results.

Bibtex: 

@INPROCEEDINGS{bbb-fddb-10,
        AUTHOR    = "Alexander Bronstein and Michael Bronstein and Benjamin Bustos and Umberto Castellani and Marco Crisani and Bianca Falcidieno and Leonidas Guibas and Iasonas Kokkinos and Vittorio Murino and Ivan Sipiran and Maks Ovsjanikov and Giuseppe Patane and Michela Spagnuolo and Jian Sun",
        TITLE     = "SHREC 2010: robust feature detection and description benchmark",
        BOOKTITLE = "Eurographics 2010 Workshop on 3D Object Retrieval (3DOR'10)",
	PUBLISHER = "Eurographics Association",
	PAGES	  = "79--86",
	YEAR	  = "2010"
}