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Most computer graphics assets are composed of geometric surfaces on which several texture images can be mapped to make the rendering more realistic. While some quality assessment metrics exist for geometric surfaces, almost no research has been conducted on the evaluation of texture-mapped 3D models. In this context, we present a new subjective study to evaluate the perceptual quality of textured meshes, based on a paired comparison protocol. We introduce both texture and geometry distortions on a set of 5 reference models to produce a database of 136 distorted models, evaluated using two rendering protocols. Based on analysis of the results, we propose two new metrics for visual quality assessment of textured mesh, as optimized linear combinations of accurate geometry and texture quality measurements. These proposed perceptual metrics outperform their counterparts in terms of correlation with human opinion. The database, along with the associated subjective scores, will be made publicly available online.<\/jats:p>","DOI":"10.1145\/2996296","type":"journal-article","created":{"date-parts":[[2016,10,25]],"date-time":"2016-10-25T12:37:00Z","timestamp":1477399020000},"page":"1-20","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":49,"title":["Subjective and Objective Visual Quality Assessment of Textured 3D Meshes"],"prefix":"10.1145","volume":"14","author":[{"given":"Jinjiang","family":"Guo","sequence":"first","affiliation":[{"name":"Univ Lyon, CNRS, LIRIS, Villeurbanne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent","family":"Vidal","sequence":"additional","affiliation":[{"name":"Univ Lyon, CNRS, LIRIS, Villeurbanne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irene","family":"Cheng","sequence":"additional","affiliation":[{"name":"Multimedia Research Center, University of Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anup","family":"Basu","sequence":"additional","affiliation":[{"name":"Multimedia Research Center, University of Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Atilla","family":"Baskurt","sequence":"additional","affiliation":[{"name":"Univ Lyon, CNRS, LIRIS, Villeurbanne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guillaume","family":"Lavoue","sequence":"additional","affiliation":[{"name":"Univ Lyon, CNRS, LIRIS, Villeurbanne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2016,10,22]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1882261.1866187"},{"key":"e_1_2_1_2_1","volume-title":"Pacific Graphics","volume":"32","author":"\u010cad\u00edk Martin","year":"2013","unstructured":"Martin \u010cad\u00edk , Robert Herzog , Rafal Mantiuk , Radosaw Mantiuk , Karol Myszkowski , and Hans-Peter Seidel . 2013 . 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