| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZG2LgkFdY/R2tfw |
| Repository | sid.inpe.br/sibgrapi@80/2007/08.02.10.54 |
| Last Update | 2007:08.02.10.54.44 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi@80/2007/08.02.10.54.45 |
| Metadata Last Update | 2022:06.14.00.13.37 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2007.44 |
| Citation Key | LeitePeGoVeSaNaCa:2007:LeEyDe |
| Title | A learning-based eye detector coupled with eye candidate filtering and PCA features  |
| Format | Printed, On-line. |
| Year | 2007 |
| Access Date | 2024, May 01 |
| Number of Files | 1 |
| Size | 181 KiB |
| 2. Context | |
| Author | 1 Leite, Bruno de Brito 2 Pereira, Eanes Torres 3 Gomes, Herman Martins 4 Veloso, Luciana Ribeiro 5 Santos, C´ı 6 Nascimento, cero Einstein do 7 de Carvalho, João Marques |
| Affiliation | 1 Departamento de Sistemas e Computação, Universidade Federal de Campina Grande 2 Departamento de Sistemas e Computação, Universidade Federal de Campina Grande 3 Departamento de Sistemas e Computação, Universidade Federal de Campina Grande 4 Departamento de Engenharia Elétrica, Universidade Federal de Campina Grande 5 Departamento de Engenharia Elétrica, Universidade Federal de Campina Grande 6 Departamento de Engenharia Elétrica, Universidade Federal de Campina Grande |
| Editor | Falcão, Alexandre Xavier Lopes, Hélio Côrtes Vieira |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI) |
| Conference Location | Belo Horizonte, MG, Brazil |
| Date | 7-10 Oct. 2007 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2007-08-02 10:54:45 :: hmg@dsc.ufcg.edu.br -> administrator :: 2007-08-02 21:17:52 :: administrator -> hmg@dsc.ufcg.edu.br :: 2008-07-17 14:09:43 :: hmg@dsc.ufcg.edu.br -> administrator :: 2009-08-13 20:38:30 :: administrator -> banon :: 2010-08-28 20:02:29 :: banon -> administrator :: 2022-06-14 00:13:37 :: administrator -> :: 2007 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | eye detection neural networks principal component analysis integral image |
| Abstract | In this work, we present a system based on a Neural Network classifier for eye detection in human face images. This classifier works on eye candidate regions extracted from a face image and represented by a reduced number of features, selected by Principal Component Analysis. The regions are determined considering that in an image window containing the eye, the gray level distribution will generally assume a pattern of adjacent light-dark-light horizontal and vertical stripes, corresponding to the eyelid, pupil and eyelid, respectively. For training, validation and testing, a database was built with a total of 4,400 images. Experimental results have shown that the proposed approach correctly detects more eyes than any of two existing systems (Rowley-Baluja-Kanade and Machine Perception Toolbox), for eye location error tolerances from 0 to 5 pixels. Considering an error tolerance of 9 pixels, the correct detection rate achieved was above 90%. . |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2007 > A learning-based eye... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > A learning-based eye... |
| 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/6qtX3pFwXQZG2LgkFdY/R2tfw |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZG2LgkFdY/R2tfw |
| Language | en |
| Target File | gomes-EyeDetection.pdf |
| User Group | hmg@dsc.ufcg.edu.br administrator |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46SF8Q5 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.14.00.14 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 e-mailaddress 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 |