Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models

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dc.contributor.authorGiachetti, Andreaen_US
dc.contributor.authorFarina, Francescoen_US
dc.contributor.authorFornasa, Francescoen_US
dc.contributor.authorTatsuma, Atsushien_US
dc.contributor.authorSanada, Chikaen_US
dc.contributor.authorAono, Masakien_US
dc.contributor.authorBiasotti, Silviaen_US
dc.contributor.authorCerri, Andreaen_US
dc.contributor.authorChoi, Sungbinen_US
dc.contributor.editorI. Pratikakis and M. Spagnuolo and T. Theoharis and L. Van Gool and R. Veltkampen_US
dc.date.accessioned2015-04-27T11:03:42Z
dc.date.available2015-04-27T11:03:42Z
dc.date.issued2015en_US
dc.description.abstractThis paper reports the results of the SHREC 2015 track on retrieval of non-rigid (textured) shapes from low quality 3D models. This track has been organized to test the ability of the algorithms recently proposed by researchers for the retrieval of articulated and textured shapes to deal with real-world deformations and acquisition noise. For this reason we acquired with low cost devices models of plush toys lying on different sides on a platform, with articulated deformations and with different illumination conditions. We obtained in this way three novel and challenging datasets that have been used to organize a contest where the proposed task was the retrieval of istances of the same toy within acquired shapes collections, given a query model. The differences in datasets and tasks were related to the fact that one dataset was built without applying texture to shapes, and the others had texture applied to vertices with two different methods. We evaluated the retrieval results of the proposed techniques using standard evaluation measures: Precision-Recall curve; E-Measure; Discounted Cumulative Gain; Nearest Neighbor, First- Tier (Tier1) and Second-Tier (Tier2), Mean Average Precision. Robustness of methods against texture and shape deformation has also been separately evaluated.en_US
dc.description.sectionheadersSHREC'15 Tracksen_US
dc.description.seriesinformationEurographics Workshop on 3D Object Retrievalen_US
dc.identifier.doi10.2312/3dor.20151067en_US
dc.identifier.pages137-144en_US
dc.identifier.urihttps://doi.org/10.2312/3dor.20151067en_US
dc.publisherThe Eurographics Associationen_US
dc.subjectI.3.3 [Computer Graphics]en_US
dc.subjectPicture/Image Generationen_US
dc.subjectLine and curve generationen_US
dc.titleRetrieval of Non-rigid (textured) Shapes Using Low Quality 3D Modelsen_US
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