| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3FCLE4P |
| Repository | sid.inpe.br/plutao/2013/12.12.17.23.27 |
| Last Update | 2015:03.11.17.42.05 (UTC) administrator |
| Metadata Repository | sid.inpe.br/plutao/2013/12.12.17.23.28 |
| Metadata Last Update | 2018:06.04.23.39.21 (UTC) administrator |
| Label | lattes: 8201805132981288 1 NegriSantDutr:2013:NeCoVe |
| Citation Key | NegriSantDutr:2013:NeCoVe |
| Title | A new contextual version of Support Vector Machine based on hyperplane translation  |
| Format | DVD |
| Year | 2013 |
| Access Date | 2024, May 20 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 3015 KiB |
| 2. Context | |
| Author | 1 Negri, Rogério Galante 2 Sant'Anna, Sidnei João Siqueira 3 Dutra, Luciano Vieira |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JJ8N 3 8JMKD3MGP5W/3C9JHMA |
| Group | 1 CAP-COMP-SPG-INPE-MCTI-GOV-BR 2 DPI-OBT-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 rogerio@dpi.inpe.br 2 sidnei@dpi.inpe.br 3 dutra@dpi.inpe.br |
| e-Mail Address | rogerio@dpi.inpe.br |
| Conference Name | International Geoscience and Remote Sensing Symposium, (IGARSS). |
| Conference Location | Melbourne |
| Date | 2013 |
| Pages | 3116-3119 |
| Book Title | Proceedings |
| Tertiary Type | Paper |
| History (UTC) | 2013-12-12 17:23:28 :: lattes -> administrator :: 2018-06-04 23:39:21 :: administrator -> marcelo.pazos@inpe.br :: 2013 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | — Image classification Support Vector Machine contextual information hiperplane translation |
| Abstract | Support Vector Machine (SVM) is a method widely used for image classification. The original formulation of this method does not incorporate contextual information. This study brings a new perspective regarding contextual SVM. The main idea of the presented proposal consists on translates, individually for each pixel using it contextual information, the separation hyperplane originally designed by SVM. A case study using ALOS PALSAR image shows that the proposed method produces better results than traditional SVM. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > A new contextual... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > A new contextual... |
| 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/8JMKD3MGP3W/3FCLE4P |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3FCLE4P |
| Language | en |
| Target File | negri_new.pdf |
| User Group | lattes marcelo.pazos@inpe.br |
| Reader Group | administrator marcelo.pazos@inpe.br |
| Visibility | shown |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3F2PHGS |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.15.00.20 4 sid.inpe.br/bibdigital/2013/10.12.22.16 1 |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi edition editor isbn issn lineage mark nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark type url volume |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |