| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3HG7B4Q |
| Repository | sid.inpe.br/plutao/2014/12.01.11.48.40 |
| Last Update | 2015:01.16.11.57.48 (UTC) administrator |
| Metadata Repository | sid.inpe.br/plutao/2014/12.01.11.48.41 |
| Metadata Last Update | 2018:06.04.23.39.34 (UTC) administrator |
| DOI | 10.3390/rs6087580 |
| ISSN | 2072-4292 |
| Label | lattes: 8609036872819243 1 KörtingFonsCastNami:2014:ImSaSe |
| Citation Key | KörtingFonsCastNami:2014:ImSaSe |
| Title | Improvements in Sample Selection Methods for Image Classification  |
| Year | 2014 |
| Access Date | 2024, Apr. 26 |
| Type of Work | journal article |
| Secondary Type | PRE PI |
| Number of Files | 1 |
| Size | 1715 KiB |
| 2. Context | |
| Author | 1 Körting, Thales Sehn 2 Fonseca, Leila Maria Garcia 3 Castejon, Emiliano Ferreira 4 Namikawa, Laercio Massaru |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHLD 3 4 8JMKD3MGP5W/3C9JHL5 |
| Group | 1 DPI-OBT-INPE-MCTI-GOV-BR 2 OBT-OBT-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR 4 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) 4 Instituto Nacional de Pesquisas Espaciais (INPE) |
| e-Mail Address | marcelo.pazos@inpe.br |
| Journal | Remote Sensing |
| Volume | 6 |
| Number | 8 |
| Pages | 7580-7591 |
| Secondary Mark | B3_GEOGRAFIA B3_ENGENHARIAS_I B4_CIÊNCIAS_AMBIENTAIS B4_GEOCIÊNCIAS B5_CIÊNCIAS_AGRÁRIAS_I |
| History (UTC) | 2014-12-01 11:48:41 :: lattes -> administrator :: 2018-06-04 23:39:34 :: administrator -> marciana :: 2014 |
| 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 sample selection remote sensing Graphical User Interface (GUI) |
| Abstract | Traditional image classification algorithms are mainly divided into unsupervised and supervised paradigms. In the first paradigm, algorithms are designed to automatically estimate the classes distributions in the feature space. The second paradigm depends on the knowledge of a domain expert to identify representative examples from the image to be used for estimating the classification model. Recent improvements in human-computer interaction (HCI) enable the construction of more intuitive graphic user interfaces (GUIs) to help users obtain desired results. In remote sensing image classification, GUIs still need advancements. In this work, we describe our efforts to develop an improved GUI for selecting the representative samples needed to estimate the classification model. The idea is to identify changes in the common strategies for sample selection to create a user-driven sample selection, which focuses on different views of each sample, and to help domain experts identify explicit classification rules, which is a well-established technique in geographic object-based image analysis (GEOBIA). We also propose the use of the well-known nearest neighbor algorithm to identify similar samples and accelerate the classification. |
| Area | SRE |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Improvements in Sample... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CGOBT > Improvements in Sample... |
| 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/3HG7B4Q |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W/3HG7B4Q |
| Language | en |
| Target File | remotesensing-06-07580thales.pdf |
| User Group | lattes marcelo.pazos@inpe.br marciana |
| Reader Group | administrator marcelo.pazos@inpe.br marciana |
| Visibility | shown |
| Archiving Policy | allowpublisher allowfinaldraft |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Linking | Trabalho não Vinculado à Tese/Dissertação |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3EU2H28 |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.09.15.05 1 |
| Dissemination | WEBSCI; PORTALCAPES; COMPENDEX; SCOPUS. |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel electronicmailaddress format isbn lineage mark month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarytype url |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |