1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPBW34M/3JMPBEE |
Repository | sid.inpe.br/sibgrapi/2015/06.19.23.17 |
Last Update | 2015:06.19.23.17.15 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2015/06.19.23.17.15 |
Metadata Last Update | 2022:06.14.00.08.13 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2015.13 |
Citation Key | LeiteMart:2015:ImAtFa |
Title | Improving the attractiveness of faces in images |
Format | On-line |
Year | 2015 |
Access Date | 2024, May 04 |
Number of Files | 1 |
Size | 6394 KiB |
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2. Context | |
Author | 1 Leite, Tatiane Silvia 2 Martino, José Mario De |
Affiliation | 1 State University of Campinas 2 State University of Campinas |
Editor | Papa, João Paulo Sander, Pedro Vieira Marroquim, Ricardo Guerra Farrell, Ryan |
e-Mail Address | tatiane.leite@gmail.com |
Conference Name | Conference on Graphics, Patterns and Images, 28 (SIBGRAPI) |
Conference Location | Salvador, BA, Brazil |
Date | 26-29 Aug. 2015 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2015-06-19 23:17:15 :: tatiane.leite@gmail.com -> administrator :: 2022-06-14 00:08:13 :: administrator -> :: 2015 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Version Type | finaldraft |
Keywords | facial attractiveness facial geometry skin texture machine learning |
Abstract | Advertising images increasingly require attractive faces to attract the publics attention. Several studies have been conducted to enhance facial attractiveness in images. While some researchers suggest changes in geometrical shape, others advocate modifying the appearance of the facial skin; however, there have been few attempts to explore the possibility of combining both techniques. This paper sets out a novel method of doing this: facial geometry and skin texture modifications. Our method, which is based on supervised machine learning techniques, is able to improve the attractiveness of faces in images while preserving the original features of the picture. We also demonstrate the effectiveness of this combination by carrying out two different evaluations. Accordingly, we analyze the significance of each change that is designed to improve attractiveness by comparing the original image with a) the image in which only the facial geometry has been modified, b) the image in which only the texture skin has been modified and finally c) the image with both modifications. Our results reveal that the combination of geometric and skin texture modifications results in the most significant enhancement. It also demonstrates that modifications to the skin texture can be regarded as more important to obtain an attractive face than changes to the facial geometry. Additionally, evaluations are provided to quantify the gain in facial attractiveness and it should be pointed out that our method is the first to employ these, since there are no references to such tests in the literature. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2015 > Improving the attractiveness... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Improving the attractiveness... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3JMPBEE |
zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3JMPBEE |
Language | en |
Target File | Improving_the_attractiveness_of_faces_in_images.pdf |
User Group | tatiane.leite@gmail.com |
Visibility | shown |
Update Permission | not transferred |
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5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPBW34M/3K24PF8 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2015/08.03.22.49 8 sid.inpe.br/banon/2001/03.30.15.38.24 2 sid.inpe.br/sibgrapi/2022/06.10.21.49 1 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
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6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |
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