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Especially, it can help the police narrow down potential suspects in criminal detection effectively. Face sketch represents the original photos in a simple and recognizable form, so sketch and photo are images of two different modes. In order to identify the corresponding sketch face image in a lot of photo face images, this paper presents an improved sketch\u2013photo transformation algorithm, and it uses the effective characteristics of the photo image more reasonably during transforming a photo image into sketch. In this way, it can reduce the difference between the sketch and photo image to improve the matching effect, and save the recognition time. Many experiments on CUHK Face Sketch database including 188 sketch\u2013photos prove the effectiveness of the method in this paper. <\/jats:p>","DOI":"10.1142\/s0218001416560085","type":"journal-article","created":{"date-parts":[[2016,4,4]],"date-time":"2016-04-04T23:18:44Z","timestamp":1459811924000},"page":"1656008","source":"Crossref","is-referenced-by-count":7,"title":["Fast Face Sketch\u2013Photo Image Synthesis and Recognition"],"prefix":"10.1142","volume":"30","author":[{"given":"Zhenxue","family":"Chen","sequence":"first","affiliation":[{"name":"Shandong University, School of Control Science &amp; Engineering, Jinan 250061, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaifang","family":"Wang","sequence":"additional","affiliation":[{"name":"Shandong University, School of Control Science &amp; Engineering, Jinan 250061, P. R. 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