| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | marte.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Repository | dpi.inpe.br/sbsr@80/2006/11.15.12.38 | |||
| Last Update | 2007:03.06.14.22.32 (UTC) administrator | |||
| Metadata Repository | dpi.inpe.br/sbsr@80/2006/11.15.12.38.19 | |||
| Metadata Last Update | 2018:06.06.02.37.20 (UTC) administrator | |||
| Secondary Key | INPE-16518-PRE/11094 | |||
| ISBN | 978-85-17-00031-7 | |||
| Citation Key | SantosOliDutSanRen:2007:SeAtUs | |||
| Title | Seleção de atributos usando algoritmos genéticos para classificação de regiões  | |||
| Format | CD-ROM; On-line. | |||
| Year | 2007 | |||
| Access Date | 2024, May 13 | |||
| Secondary Type | PRE CN | |||
| Number of Files | 1 | |||
| Size | 829 KiB | |||
| 2. Context | ||||
| Author | 1 Santos, Joelma Carla 2 Oliveira, João Ricardo de Freitas 3 Dutra, Luciano Vieira 4 Sant’Anna, Sidnei João Siqueira 5 Rennó, Camilo Daleles | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHF2 3 8JMKD3MGP5W/3C9JHMA 4 5 8JMKD3MGP5W/3C9JGN2 | |||
| Group | 1 DPI-INPE-MCT-BR 2 DGI-INPE-MCT-BR 3 DPI-INPE-MCT-BR 4 DPI-INPE-MCT-BR 5 DPI-INPE-MCT-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 joelma@dpi.inpe.br 2 joao@dpi.inpe.br 3 dutra@dpi.inpe.br 4 sidnei@dpi.inpe.br 5 camilo@dpi.inpe.br | |||
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares Fonseca, Leila Maria Garcia | |||
| e-Mail Address | joelma@dpi.inpe.br | |||
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 13 (SBSR). | |||
| Conference Location | Florianópolis | |||
| Date | 21-26 abr. 2007 | |||
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Publisher City | São José dos Campos | |||
| Pages | 6143-6150 | |||
| Book Title | Anais | |||
| Tertiary Type | Artigo | |||
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| History (UTC) | 2006-11-15 12:38:19 :: joelma@dpi.inpe.br -> sbsr :: 2007-01-09 01:59:07 :: sbsr -> administrator :: 2007-05-09 16:16:23 :: administrator -> marciana :: 2007-07-24 18:35:34 :: marciana -> administrator :: 2008-02-13 17:27:17 :: administrator -> marciana :: 2009-06-30 14:32:06 :: marciana -> erich@sid.inpe.br :: 2010-05-14 02:43:06 :: erich@sid.inpe.br -> marciana :: 2011-02-16 14:05:57 :: marciana -> administrator :: 2007 2018-06-06 02:37:20 :: administrator -> :: 2007 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Keywords | remote sensing image processing genetic algorithm feature extraction feature selection region classification sensoriamento remoto processamento de imagens algoritmo genético extração de atributos seleção de atributos classificação de regiões | |||
| Abstract | Good feature extraction and selection methods are crucial for adequate performance of remote sensing data classification methods. In general, a big set of features causes degradation in results of classification. When data dimensionality is very high, a search strategy should be used to select the subset of features that gives largest separability between classes. But good results of classification also are dependents of classifier. In this paper different chromosome encoding form are compared. The performed tests showed that the performance of permutation encoding was better than binary encoding. Two images were used: a synthetic image and quickbird image with 0.6 m of resolution. The classification was done with Euclidian distance and good values of kappa coefficient were reached. | |||
| Area | SRE | |||
| Type | Processamento de Dados e de Imagens | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Seleção de atributos... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDGI > Seleção de atributos... | |||
| doc Directory Content | access | |||
| source Directory Content |
| |||
| agreement Directory Content | there are no files | |||
| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/dpi.inpe.br/sbsr@80/2006/11.15.12.38 | |||
| zipped data URL | http://urlib.net/zip/dpi.inpe.br/sbsr@80/2006/11.15.12.38 | |||
| Language | pt | |||
| Target File | 6143-6150.pdf | |||
| User Group | administrator erich@sid.inpe.br joelma@dpi.inpe.br marciana | |||
| Reader Group | administrator joelma@dpi.inpe.br nelson@dc.ufscar.br | |||
| Visibility | shown | |||
| Copy Holder | SID/SCD | |||
| 5. Allied materials | ||||
| Mirror Repository | dpi.inpe.br/banon-pc2@80/2006/07.17.20.31 | |||
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ET797B | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.42 2 sid.inpe.br/mtc-m21/2012/07.13.14.53.50 1 sid.inpe.br/mtc-m21/2012/07.13.14.51 1 | |||
| Host Collection | dpi.inpe.br/banon/2003/12.10.19.30 | |||
| 6. Notes | ||||
| Sponsor | CNPQ | |||
| Mark | 1 | |||
| Empty Fields | archivingpolicy archivist callnumber contenttype copyright creatorhistory descriptionlevel dissemination documentstage doi edition identifier issn label lineage nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor shorttitle tertiarymark url versiontype volume | |||