{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T05:31:51Z","timestamp":1768282311423,"version":"3.49.0"},"reference-count":33,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T00:00:00Z","timestamp":1498521600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Shenzhen Innovation Program","award":["JCYJ20151015151249564"],"award-info":[{"award-number":["JCYJ20151015151249564"]}]},{"name":"Natural Science Foundation of SZU","award":["827-000196"],"award-info":[{"award-number":["827-000196"]}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61602311, 61522213, and 61528208"],"award-info":[{"award-number":["61602311, 61522213, and 61528208"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012166","name":"973 Program","doi-asserted-by":"crossref","award":["2015CB352501"],"award-info":[{"award-number":["2015CB352501"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000038","name":"NSERC","doi-asserted-by":"crossref","award":["611370 and 2015-05407"],"award-info":[{"award-number":["611370 and 2015-05407"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012245","name":"Guangdong Science and Technology Program","doi-asserted-by":"crossref","award":["2014TX01X033, 2015A030312015 and 2016A050503036"],"award-info":[{"award-number":["2014TX01X033, 2015A030312015 and 2016A050503036"]}],"id":[{"id":"10.13039\/501100012245","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Graph."],"published-print":{"date-parts":[[2017,6,30]]},"abstract":"<jats:p>\n            We introduce a method for\n            <jats:italic>co-locating style-defining<\/jats:italic>\n            elements over a set of 3D shapes. Our goal is to translate high-level style descriptions, such as \u201cMing\u201d or \u201cEuropean\u201d for furniture models, into\n            <jats:italic>explicit<\/jats:italic>\n            and\n            <jats:italic>localized<\/jats:italic>\n            regions over the geometric models that characterize each style. For each style, the set of style-defining elements is defined as the union of all the elements that are able to discriminate the style. Another property of the style-defining elements is that they are frequently occurring, reflecting shape characteristics that appear across multiple shapes of the same style. Given an input set of 3D shapes spanning multiple categories and styles, where the shapes are grouped according to their style labels, we perform a cross-category co-analysis of the shape set to learn and spatially locate a set of defining elements for each style. This is accomplished by first sampling a large number of candidate geometric elements and then iteratively applying feature selection to the candidates, to extract style-discriminating elements until no additional elements can be found. Thus, for each style label, we obtain sets of discriminative elements that together form the superset of defining elements for the style. We demonstrate that the co-location of style-defining elements allows us to solve problems such as style classification, and enables a variety of applications such as style-revealing view selection, style-aware sampling, and style-driven modeling for 3D shapes.\n          <\/jats:p>","DOI":"10.1145\/3092817","type":"journal-article","created":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T12:27:07Z","timestamp":1498652827000},"page":"1-15","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":26,"title":["Co-Locating Style-Defining Elements on 3D Shapes"],"prefix":"10.1145","volume":"36","author":[{"given":"Ruizhen","family":"Hu","sequence":"first","affiliation":[{"name":"Shenzhen University, Guangdong, P.R. China"}]},{"given":"Wenchao","family":"Li","sequence":"additional","affiliation":[{"name":"Shenzhen Institutes of Advanced Technology"}]},{"given":"Oliver Van","family":"Kaick","sequence":"additional","affiliation":[{"name":"Carleton University, ON, Canada"}]},{"given":"Hui","family":"Huang","sequence":"additional","affiliation":[{"name":"Shenzhen University and Shenzhen Institutes of Advanced Technology, Guangdong, P.R. China"}]},{"given":"Melinos","family":"Averkiou","sequence":"additional","affiliation":[{"name":"University of Cyprus, Nicosia, Cyprus"}]},{"given":"Daniel","family":"Cohen-Or","sequence":"additional","affiliation":[{"name":"Shenzhen University and Tel Aviv University, Tel Aviv, Israel"}]},{"given":"Hao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Simon Fraser University, BC, Canada"}]}],"member":"320","published-online":{"date-parts":[[2017,6,27]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346446"},{"key":"e_1_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276377.1276390"},{"key":"e_1_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2461912.2461964"},{"key":"e_1_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.34"},{"key":"e_1_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2185520.2185597"},{"key":"e_1_2_2_6_1","volume-title":"Art History and Its Methods: A Critical Anthology","author":"Fernie Eric","unstructured":"Eric Fernie . 1995. Art History and Its Methods: A Critical Anthology . Phaidon , London , 361. Eric Fernie. 1995. Art History and Its Methods: A Critical Anthology. Phaidon, London, 361."},{"key":"e_1_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/588272.588277"},{"key":"e_1_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2601097.2601131"},{"key":"e_1_2_2_9_1","volume-title":"International Encyclopedia of the Social Sciences","author":"Gombrich Ernst H.","unstructured":"Ernst H. Gombrich . 1968. \u201c Style \u201d. In International Encyclopedia of the Social Sciences , D. L. Sills (Ed.). Vol. 15 . Macmillan , New York , 352. Ernst H. Gombrich. 1968. \u201cStyle\u201d. In International Encyclopedia of the Social Sciences, D. L. Sills (Ed.). Vol. 15. Macmillan, New York, 352."},{"key":"e_1_2_2_10_1","volume-title":"Proceedings of the European Group Workshop on Rendering. 233--246","author":"Hertzmann Aaron","unstructured":"Aaron Hertzmann , Nuria Oliver , Brian Curless , and Steven M. Seitz . 2002. Curve analogies . In Proceedings of the European Group Workshop on Rendering. 233--246 . Aaron Hertzmann, Nuria Oliver, Brian Curless, and Steven M. Seitz. 2002. Curve analogies. In Proceedings of the European Group Workshop on Rendering. 233--246."},{"key":"e_1_2_2_11_1","volume-title":"Proceedings of the Symposium on Non-Photorealistic Animation and Rendering (NPAR\u201915)","author":"Lang Katrin","year":"2015","unstructured":"Katrin Lang and Marc Alexa . 2015 . The Markov pen: Online synthesis of free-hand drawing styles . In Proceedings of the Symposium on Non-Photorealistic Animation and Rendering (NPAR\u201915) . 203--215. Katrin Lang and Marc Alexa. 2015. The Markov pen: Online synthesis of free-hand drawing styles. In Proceedings of the Symposium on Non-Photorealistic Animation and Rendering (NPAR\u201915). 203--215."},{"key":"e_1_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073244"},{"key":"e_1_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.233"},{"key":"e_1_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12015"},{"key":"e_1_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12438"},{"key":"e_1_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766898"},{"key":"e_1_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766929"},{"key":"e_1_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2980237"},{"key":"e_1_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12307"},{"key":"e_1_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.245"},{"key":"e_1_2_2_21_1","unstructured":"Wallace Nutting. 1968. Furniture Treasury. Vol. 3. Macmillan Publishing.  Wallace Nutting. 1968. Furniture Treasury. 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