| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3HG82PE |
| Repository | sid.inpe.br/plutao/2014/12.01.15.35.45 |
| Last Update | 2015:01.13.13.44.36 (UTC) marcelo.pazos@inpe.br |
| Metadata Repository | sid.inpe.br/plutao/2014/12.01.15.35.46 |
| Metadata Last Update | 2018:06.04.23.39.45 (UTC) administrator |
| DOI | 10.1109/IGARSS.2014.6946781 |
| ISBN | 9781479957750 |
| Label | lattes: 9840759640842299 4 ToledoMartins-BedeReiPanDutSan:2014:ApMuSp |
| Citation Key | Martins-BedêReiPanDutSan:2014:ApMuSp |
| Title | An application of multiple space nearest neighbor classifier in land cover classification  |
| Format | DVD |
| Year | 2014 |
| Access Date | 2024, May 19 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 1095 KiB |
| 2. Context | |
| Author | 1 Martins-Bedê, Flávia de Toledo 2 Reis, Mariane Souza 3 Pantaleão, Eliana 4 Dutra, Luciano Vieira 5 Sandri, Sandra Aparecida |
| Resume Identifier | 1 2 3 4 8JMKD3MGP5W/3C9JHMA 5 8JMKD3MGP5W/3E3JEJL |
| Group | 1 CAP-COMP-SPG-INPE-MCTI-GOV-BR 2 SER-SRE-SPG-INPE-MCTI-GOV-BR 3 4 DPI-OBT-INPE-MCTI-GOV-BR 5 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) |
| e-Mail Address | marcelo.pazos@inpe.br |
| Conference Name | IEEE International Geoscience and Remote Sensing Symposium, (IGARSS 2014). |
| Conference Location | Quebec City |
| Date | 2014 |
| Publisher | IEEE |
| Pages | 1713-17 |
| Book Title | Proceedings |
| Tertiary Type | Artigo |
| History (UTC) | 2014-12-01 15:35:46 :: lattes -> administrator :: 2016-07-03 21:06:43 :: administrator -> marcelo.pazos@inpe.br :: 2014 2016-10-14 18:27:13 :: marcelo.pazos@inpe.br -> administrator :: 2014 2018-06-04 23:39:45 :: administrator -> marcelo.pazos@inpe.br :: 2014 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Keywords | land cover classification multiple space nearest neighbor classification algorithm SAR and optical data classification |
| Abstract | This work presents a case study in land cover classification using ms-NN, an extension of k-NN classification algorithm. The case study focuses on an area in the Brazilian Amazon region, with data obtained from LANDSAT5 satellite Thematic Mapper (TM) sensor and Advanced Land Observing System satellite (ALOS) Phase Array L-Band Synthetic Aperture Radar (PALSAR), using Fine Beam Dual. The results obtained with ms-NN are compared with k-NN and Support Vector Machine algorithms, considering the use of a single training set, a Monte Carlo procedure for testing and an extensive number of parameterizations for the classification methods. Considering only the best results for each classifier, ms-NN obtained better results than the other methods. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > An application of... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > An application of... |
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > An application of... |
| Arrangement 4 | urlib.net > SER > An application 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/8JMKD3MGP3W/3HG82PE |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3HG82PE |
| Language | pt |
| Target File | 06946781flavia.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 | |
| Linking | 8JMKD3MGP5W34M/3FT6D55 |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/3F3NU5S |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.09.15.05 4 sid.inpe.br/bibdigital/2013/10.12.22.16 2 |
| URL (untrusted data) | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6946781&refinements%3D4294967269%2C4291944822%2C4291944246%2C4291944245%26ranges%3D2013_2015_p_Publication_Year%26matchBoolean%3Dtrue%26searchField%3DSearch_All%26queryText%3D%28p_Authors |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Notes | Setores de Atividade: Impressão e reprodução de gravações. |
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination edition editor electronicmailaddress issn lineage mark nextedition numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject type versiontype volume |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |