| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZG2LgkFdY/QPasB |
| Repository | sid.inpe.br/sibgrapi@80/2007/07.20.19.33 |
| Last Update | 2007:07.20.19.33.02 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi@80/2007/07.20.19.33.03 |
| Metadata Last Update | 2022:06.14.00.13.32 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2007.41 |
| Citation Key | JorgeRuizFerrGonz:2007:WrApSe |
| Title | Wrapper Approach to Select a Subset of Color Components for Image Segmentation with Photometric Variations  |
| Format | Printed, On-line. |
| Year | 2007 |
| Access Date | 2024, Apr. 27 |
| Number of Files | 1 |
| Size | 459 KiB |
| 2. Context | |
| Author | 1 Jorge, Lúcio André de Castro 2 Ruiz, Henrique de Souza 3 Ferreira, Ednaldo José 4 Gonzaga, Adilson |
| Affiliation | 1 Embrapa Agricultural Instrumentation 2 University of São Paulo 3 Embrapa Agricultural Instrumentation 4 University of São Paulo |
| 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) | 2007-07-20 19:33:03 :: lucio@cnpdia.embrapa.br -> administrator :: 2007-08-02 21:17:26 :: administrator -> lucio@cnpdia.embrapa.br :: 2008-07-17 14:09:42 :: lucio@cnpdia.embrapa.br -> administrator :: 2009-08-13 20:38:23 :: administrator -> banon :: 2010-08-28 20:02:27 :: banon -> administrator :: 2022-06-14 00:13:32 :: administrator -> :: 2007 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | Wrapper Color Color Segmentation Feature Selection |
| Abstract | The choice of a color model is of great importance for many computer vision algorithms. However, there are many color models available; the inherent difficulty is how to automatically select a single color model or, alternatively, a subset of features from several color models producing the best result for a particular task. To achieve proper colors components selection, in this paper, it was proposed the use of wrapper method, a data mining approach, to obtain repeatability and distinctiveness in segmentation process. The result was compared with neural network method and yields good feature discrimination. The method was verified experimentally with 108 images from Amsterdam Library of Objects Images (ALOI) and 10 aerial images with different photometric conditions. Furthermore, it has shown that the color model selection scheme provides a proper balance between color invariance (repeatability) and discriminative power (distinctiveness). |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2007 > Wrapper Approach to... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Wrapper Approach to... |
| 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/QPasB |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZG2LgkFdY/QPasB |
| Language | en |
| Target File | jorge-WrapperColorComponents2.pdf |
| User Group | lucio@cnpdia.embrapa.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 |