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Our approach fits a full perspective camera and a parametric 3D head model to the portrait, and then builds a 2D warp in the image plane to approximate the effect of a desired change in 3D. We show that this model is capable of correcting objectionable artifacts such as the large noses sometimes seen in \"selfies,\" or to deliberately bring a distant camera closer to the subject. This framework can also be used to re-pose the subject, as well as to create stereo pairs from an input portrait. We show convincing results on both an existing dataset as well as a new dataset we captured to validate our method.<\/jats:p>","DOI":"10.1145\/2897824.2925933","type":"journal-article","created":{"date-parts":[[2016,7,11]],"date-time":"2016-07-11T16:04:33Z","timestamp":1468253073000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":61,"title":["Perspective-aware manipulation of portrait photos"],"prefix":"10.1145","volume":"35","author":[{"given":"Ohad","family":"Fried","sequence":"first","affiliation":[{"name":"Princeton University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eli","family":"Shechtman","sequence":"additional","affiliation":[{"name":"Adobe Research"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dan B.","family":"Goldman","sequence":"additional","affiliation":[{"name":"Adobe Research"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adam","family":"Finkelstein","sequence":"additional","affiliation":[{"name":"Princeton University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2016,7,11]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1667239.1667251"},{"key":"e_1_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/311535.311556"},{"key":"e_1_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1778765.1778778"},{"key":"e_1_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.143"},{"key":"e_1_2_2_5_1","doi-asserted-by":"crossref","unstructured":"Bryan R. Perona P. and Adolphs R. 2012. Perspective distortion from interpersonal distance is an implicit visual cue for social judgments of faces. PLoS ONE 7 9 (09).  Bryan R. Perona P. and Adolphs R. 2012. Perspective distortion from interpersonal distance is an implicit visual cue for social judgments of faces. PLoS ONE 7 9 (09).","DOI":"10.1371\/journal.pone.0045301"},{"key":"e_1_2_2_6_1","volume-title":"European Conference on Computer Vision (ECCV). Springer, 313--327","author":"Burgos-Artizzu X. P.","unstructured":"Burgos-Artizzu , X. P. , Ronchi , M. R. , and Perona , P . 2014. Distance estimation of an unknown person from a portrait . In European Conference on Computer Vision (ECCV). Springer, 313--327 . Burgos-Artizzu, X. P., Ronchi, M. R., and Perona, P. 2014. Distance estimation of an unknown person from a portrait. In European Conference on Computer Vision (ECCV). 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In IEEE Conference on Computer Vision and Pattern Recognition (CVPR)."},{"key":"e_1_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.448"},{"key":"e_1_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.63"},{"key":"e_1_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126439"},{"key":"e_1_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964956"},{"key":"e_1_2_2_20_1","unstructured":"Orlov A. 2016. Selecting a portrait lens with correct focal length. Accessed 2016-01-15: http:\/\/petapixel.com\/2016\/01\/04\/selecting-a-portrait-lens-with-correct-focal-length\/.  Orlov A. 2016. Selecting a portrait lens with correct focal length. 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