| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte2.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 3ERPFQRTRW34M/3E7GDLP |
| Repository | dpi.inpe.br/marte2/2013/05.28.23.31.06 |
| Last Update | 2013:05.28.23.31.06 (UTC) administrator |
| Metadata Repository | dpi.inpe.br/marte2/2013/05.28.23.31.07 |
| Metadata Last Update | 2018:06.06.03.32.39 (UTC) administrator |
| ISBN | 978-85-17-00066-9 (Internet) 978-85-17-00065-2 (DVD) |
| Label | 485 |
| Citation Key | ArabiPizaPinhFern:2013:ClEsDa |
| Title | Classificação de espectros de dados hiperespectrais pelo método de sequência típica e modelo oculto de Markov  |
| Format | DVD, Internet. |
| Year | 2013 |
| Access Date | 2024, May 11 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 370 KiB |
| 2. Context | |
| Author | 1 Arabi, Samir Youssif Wehbi 2 Pizarro, Marco Antonio 3 Pinho, Marcelo da Silva 4 Fernandes, David |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHQH |
| Group | 1 2 DEA-ETE-INPE-MCTI-GOV-BR |
| Affiliation | 1 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 sywa@ifg.edu.br |
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares |
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 16 (SBSR) |
| Conference Location | Foz do Iguaçu |
| Date | 13-18 abr. 2013 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 9004-9011 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2013-05-28 23:31:07 :: banon -> administrator :: 2018-06-06 03:32:39 :: administrator -> marcelo.pazos@inpe.br :: 2013 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Abstract | This work presents a new methodology for hyperspectral image classification based on two concepts. Former is the Typical Sequence determination, derived from the Information Theory, and the last is the Hidden Markov Chains (HMM). The HMM gives the probability of a given mixture belongs to the HMM model of an endmember (EM) and the Typical Sequence determination does the association of a mixture with a given EM. Five EM from an AVIRIS Scene and six mixtures, generated by a linear model, were used to perform a classification test. It was also done a classification with the SAM (Spectral Angle Mapper), the ED (Euclidian Distance) and with the SID (Self Information Divergence). In the test the proposed method produced the best results showing that it can be used as an alternative method for hyperspectral image classification. |
| Area | SRE |
| Type | Sensoriamento Remoto Hiperespectral |
| Arrangement 1 | urlib.net > BDMCI > Fonds > SBSR > SBSR 16 > Classificação de espectros... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > SBSR 16 > Classificação de espectros... |
| Arrangement 3 | Projeto Memória 60... > Livros e livros editados > SBSR 16 > Classificação de espectros... |
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDEA > Classificação de espectros... |
| 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/3ERPFQRTRW34M/3E7GDLP |
| zipped data URL | http://urlib.net/zip/3ERPFQRTRW34M/3E7GDLP |
| Language | pt |
| Target File | p0485.pdf |
| User Group | administrator banon |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 3ERPFQRTRW34M/3E7G88S 8JMKD3MGPCW/3F6GF6B |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.55.18 2 dpi.inpe.br/marte2/2013/05.28.22.25 2 |
| Host Collection | dpi.inpe.br/marte2/2013/05.17.15.03.06 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi e-mailaddress edition issn keywords lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype url versiontype volume |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |