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A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries

A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries

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LI, Bo, Yijuan LU, Chunyuan LI, Afzal GODIL, Tobias SCHRECK, Masaki AONO, Martin BRUTSCHER, Qiang CHEN, Nihad Karim CHOWDHURY, Bin FANG, Hongbo FU, Takahiko FURUYA, Haisheng LI, Jianzhuang LIU, Henry JOHAN, Ryuichi KOSAKA, Hitoshi KOYANAGI, Ryutarou OHBUCHI, Atsushi TATSUMA, Yanjuan WAN, Chaoli ZHANG, Changqing ZOU, 2015. A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries. In: Computer Vision and Image Understanding. 131, pp. 1-27. ISSN 1077-3142. eISSN 1090-235X

@article{Li2015compa-29968, title={A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries}, year={2015}, doi={10.1016/j.cviu.2014.10.006}, volume={131}, issn={1077-3142}, journal={Computer Vision and Image Understanding}, pages={1--27}, author={Li, Bo and Lu, Yijuan and Li, Chunyuan and Godil, Afzal and Schreck, Tobias and Aono, Masaki and Brutscher, Martin and Chen, Qiang and Chowdhury, Nihad Karim and Fang, Bin and Fu, Hongbo and Furuya, Takahiko and Li, Haisheng and Liu, Jianzhuang and Johan, Henry and Kosaka, Ryuichi and Koyanagi, Hitoshi and Ohbuchi, Ryutarou and Tatsuma, Atsushi and Wan, Yanjuan and Zhang, Chaoli and Zou, Changqing} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/29968"> <dc:contributor>Li, Haisheng</dc:contributor> <dc:contributor>Aono, Masaki</dc:contributor> <dc:creator>Lu, Yijuan</dc:creator> <dcterms:rights rdf:resource="http://nbn-resolving.de/urn:nbn:de:bsz:352-20150305140228786-3747162-5"/> <dc:creator>Li, Chunyuan</dc:creator> <dc:contributor>Furuya, Takahiko</dc:contributor> <dc:contributor>Liu, Jianzhuang</dc:contributor> <dc:contributor>Tatsuma, Atsushi</dc:contributor> <dc:contributor>Zhang, Chaoli</dc:contributor> <dc:contributor>Koyanagi, Hitoshi</dc:contributor> <dc:contributor>Li, Bo</dc:contributor> <dc:contributor>Wan, Yanjuan</dc:contributor> <dc:contributor>Fang, Bin</dc:contributor> <dc:creator>Fang, Bin</dc:creator> <dc:creator>Furuya, Takahiko</dc:creator> <dc:creator>Aono, Masaki</dc:creator> <dc:creator>Wan, Yanjuan</dc:creator> <dc:creator>Fu, Hongbo</dc:creator> <dc:contributor>Chowdhury, Nihad Karim</dc:contributor> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/29968"/> <dc:creator>Chowdhury, Nihad Karim</dc:creator> <dcterms:issued>2015</dcterms:issued> <dc:creator>Godil, Afzal</dc:creator> <dc:creator>Kosaka, Ryuichi</dc:creator> <dcterms:abstract xml:lang="eng">Large-scale 3D shape retrieval has become an important research direction in content-based 3D shape retrieval. To promote this research area, two Shape Retrieval Contest (SHREC) tracks on large scale comprehensive and sketch-based 3D model retrieval have been organized by us in 2014. Both tracks were based on a unified large-scale benchmark that supports multimodal queries (3D models and sketches). This benchmark contains 13680 sketches and 8987 3D models, divided into 171 distinct classes. It was compiled to be a superset of existing benchmarks and presents a new challenge to retrieval methods as it comprises generic models as well as domain-specific model types. Twelve and six distinct 3D shape retrieval methods have competed with each other in these two contests, respectively. To measure and compare the performance of the participating and other promising Query-by-Model or Query-by-Sketch 3D shape retrieval methods and to solicit state-of-the-art approaches, we perform a more comprehensive comparison of twenty-six (eighteen originally participating algorithms and eight additional state-of-the-art or new) retrieval methods by evaluating them on the common benchmark. The benchmark, results, and evaluation tools are publicly available at our websites (http://www.itl.nist.gov/iad/vug/sharp/contest/2014/Generic3D/, 2014, http://www.itl.nist.gov/iad/vug/sharp/contest/2014/SBR/, 2014).</dcterms:abstract> <dcterms:title>A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries</dcterms:title> <dc:creator>Zhang, Chaoli</dc:creator> <dc:creator>Schreck, Tobias</dc:creator> <dc:contributor>Kosaka, Ryuichi</dc:contributor> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-02-23T14:29:46Z</dc:date> <dc:creator>Johan, Henry</dc:creator> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-02-23T14:29:46Z</dcterms:available> <dc:creator>Li, Bo</dc:creator> <dc:creator>Liu, Jianzhuang</dc:creator> <dc:contributor>Johan, Henry</dc:contributor> <dc:contributor>Fu, Hongbo</dc:contributor> <dc:creator>Zou, Changqing</dc:creator> <dc:contributor>Zou, Changqing</dc:contributor> <dc:creator>Chen, Qiang</dc:creator> <dc:contributor>Schreck, Tobias</dc:contributor> <dc:creator>Koyanagi, Hitoshi</dc:creator> <dc:contributor>Ohbuchi, Ryutarou</dc:contributor> <dc:creator>Li, Haisheng</dc:creator> <dc:creator>Ohbuchi, Ryutarou</dc:creator> <dc:creator>Tatsuma, Atsushi</dc:creator> <dc:creator>Brutscher, Martin</dc:creator> <dc:contributor>Chen, Qiang</dc:contributor> <dc:contributor>Lu, Yijuan</dc:contributor> <dc:contributor>Li, Chunyuan</dc:contributor> <dc:contributor>Godil, Afzal</dc:contributor> <dc:language>eng</dc:language> <dc:contributor>Brutscher, Martin</dc:contributor> </rdf:Description> </rdf:RDF>

Dateiabrufe seit 23.02.2015 (Informationen über die Zugriffsstatistik)

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