| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 8JMKD3MGPBW4/35S966P |
| Repository | sid.inpe.br/sibgrapi@80/2009/08.18.12.17 |
| Last Update | 2009:08.18.12.17.16 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi@80/2009/08.18.12.17.18 |
| Metadata Last Update | 2022:06.14.00.14.03 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2009.47 |
| Citation Key | KuiaskiVieiBorbGamb:2009:StEfIl |
| Title | A Study of the Effect of Illumination Conditions and Color Spaces on Skin Segmentation  |
| Format | Printed, On-line. |
| Year | 2009 |
| Access Date | 2024, Apr. 29 |
| Number of Files | 1 |
| Size | 1001 KiB |
| 2. Context | |
| Author | 1 Kuiaski, Diogo 2 Vieira Neto, Hugo 3 Borba, Gustavo 4 Gamba, Humberto |
| Affiliation | 1 Post-graduation Program in Electrical Engineering and Industrial Informatics, Federal University of Techology - Paraná 2 Post-graduation Program in Electrical Engineering and Industrial Informatics, Federal University of Techology - Paraná 3 Post-graduation Program in Electrical Engineering and Industrial Informatics, Federal University of Techology - Paraná 4 Post-graduation Program in Electrical Engineering and Industrial Informatics, Federal University of Techology - Paraná |
| Editor | Nonato, Luis Gustavo Scharcanski, Jacob |
| e-Mail Address | hvieir@utfpr.edu.br |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 22 (SIBGRAPI) |
| Conference Location | Rio de Janeiro, RJ, Brazil |
| Date | 11-14 Oct. 2009 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2010-08-28 20:03:27 :: hvieir@utfpr.edu.br -> administrator :: 2022-06-14 00:14:03 :: administrator -> :: 2009 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | skin segmentation Bayes theory image processing color spaces |
| Abstract | This work aims at investigating the influence of luminance information and environment illumination on skin classification. We explore Bayesian approaches to perform automatic classification of human skin pixels on digital images, using color features as input. Two probabilistic skin color models were built on different color spaces (RGB, normalized RG, HSI, HS, YCbCr and CbCr) and tested in a task of automatic pixel classification into skin and non-skin. Analyses of classification performance were done by presenting an illumination controlled image database containing images acquired in four different illumination conditions (shadow, sun, incandescent and fluorescent lights) to these classifiers. Our experiments show that building probabilistic skin color models using the CbCr color space generally improves performance of the classifiers and that best performance is achieved in shadow illumination. |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2009 > A Study of... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > A Study of... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/8JMKD3MGPBW4/35S966P |
| zipped data URL | http://urlib.net/zip/8JMKD3MGPBW4/35S966P |
| Language | en |
| Target File | PID950646.pdf |
| User Group | hvieir@utfpr.edu.br |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46SJQ2S 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.14.19.43 3 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage edition electronicmailaddress group isbn issn label lineage mark mirrorrepository 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 |