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The perceptual control space provides intuitive, art-directable control over the simulation behavior based on a learned mapping from common descriptors for cloth (\n            <jats:italic>e.g.<\/jats:italic>\n            , flowiness, softness) to the parameters of the simulation. To learn the mapping, we perform a series of perceptual experiments in which the simulation parameters are varied and participants assess the values of the common terms of the cloth on a scale. A multi-dimensional sub-space regression is performed on the results to build a perceptual generative model over the simulator parameters. We evaluate the perceptual control space by demonstrating that the generative model does in fact create simulated clothing that is rated by participants as having the expected properties. We also show that this perceptual control space generalizes to garments and motions not in the original experiments.\n          <\/jats:p>","DOI":"10.1145\/2766971","type":"journal-article","created":{"date-parts":[[2015,7,28]],"date-time":"2015-07-28T12:26:38Z","timestamp":1438086398000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":27,"title":["A perceptual control space for garment simulation"],"prefix":"10.1145","volume":"34","author":[{"given":"Leonid","family":"Sigal","sequence":"first","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moshe","family":"Mahler","sequence":"additional","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Spencer","family":"Diaz","sequence":"additional","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyna","family":"McIntosh","sequence":"additional","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth","family":"Carter","sequence":"additional","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Timothy","family":"Richards","sequence":"additional","affiliation":[{"name":"Walt Disney Animation Studios"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jessica","family":"Hodgins","sequence":"additional","affiliation":[{"name":"Disney Research"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,7,27]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/280814.280821"},{"key":"e_1_2_2_2_1","volume-title":"ACM SIGGRAPH\/Eurographics Symposium on Computer Animation.","author":"Bhat K. 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