{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,30]],"date-time":"2022-03-30T09:15:41Z","timestamp":1648631741697},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,2,28]],"date-time":"2022-02-28T00:00:00Z","timestamp":1646006400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,2,28]]},"abstract":"<jats:p>The field of artistic style transfer and creation has introduced more and more intelligent methods. We apply the technology of generative adversarial network to sculpt creation for traditional shadow play figure\u2019s head, and suggest a recreation method based on generative adversarial network for traditional shadow play figure\u2019s head. Firstly, we collect and make data sets of side face of real people and tradition shadow play figure\u2019s head; Secondly, we train a CycleGAN model using former data sets and obtain transformed results from side face to shadow play figure\u2019s head. Lastly, we analyze experiment results, expose existing problems and present future work. Our application method provides thoughts for developing the art of shadow play with scientific approaches.<\/jats:p>","DOI":"10.3233\/faia220052","type":"book-chapter","created":{"date-parts":[[2022,3,2]],"date-time":"2022-03-02T13:36:25Z","timestamp":1646228185000},"source":"Crossref","is-referenced-by-count":0,"title":["A Method for Traditional Shadow Play Figure\u2019s Head Regeneration Based on Generative Adversarial Network"],"prefix":"10.3233","author":[{"given":"Xiaofang","family":"Huang","sequence":"first","affiliation":[{"name":"College of Art and Communication, China Jiliang University, Hangzhou 310018"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingzhou","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Automation, Hangzhou Dianzi University, Hangzhou 310018"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Design Studies and Intelligence Engineering"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA220052","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,2]],"date-time":"2022-03-02T13:36:26Z","timestamp":1646228186000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA220052"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,28]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia220052","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,28]]}}}