| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21b.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34P/3J9RPF5 | |||
| Repository | sid.inpe.br/mtc-m21b/2015/04.07.17.11 (restricted access) | |||
| Last Update | 2015:04.07.17.12.54 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2015/04.07.17.11.47 | |||
| Metadata Last Update | 2018:06.04.02.55.21 (UTC) administrator | |||
| DOI | 10.1109/TGRS.2014.2381645 | |||
| ISSN | 0196-2892 | |||
| Citation Key | ZanottaBruzBovoShim:2015:AdSeAp | |||
| Title | An adaptive semisupervised approach to the detection of user-defined recurrent changes in image time series  | |||
| Year | 2015 | |||
| Month | Jul. | |||
| Access Date | 2024, Apr. 30 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 1722 KiB | |||
| 2. Context | ||||
| Author | 1 Zanotta, Daniel Capella 2 Bruzzone, Lorenzo 3 Bovolo, Francesca 4 Shimabukuro, Yosio Edemir | |||
| Resume Identifier | 1 2 3 4 8JMKD3MGP5W/3C9JJCQ | |||
| Group | 1 2 3 4 DSR-OBT-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 National Institute for Science, Education and Technology, Rio Grande, Brazil 2 Department of Information Engineering and Computer Science, University of Trento, Trento, Italy 3 Center for Information and Communication Technology, Fondazione Bruno Kessler, Trento, Italy 4 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 2 3 4 yosio@ltid.inpe.br | |||
| Journal | IEEE Transactions on Geoscience and Remote Sensing | |||
| Volume | 53 | |||
| Number | 7 | |||
| Pages | 3707-3719 | |||
| Secondary Mark | A1_INTERDISCIPLINAR A1_GEOGRAFIA A1_GEOCIÊNCIAS A1_ENGENHARIAS_IV A1_CIÊNCIAS_AGRÁRIAS_I A1_CIÊNCIA_DA_COMPUTAÇÃO A2_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA | |||
| History (UTC) | 2015-04-07 17:11:47 :: simone -> administrator :: 2016-06-21 18:43:19 :: administrator -> simone :: 2015 2016-08-19 16:44:37 :: simone -> administrator :: 2015 2018-06-04 02:55:21 :: administrator -> simone :: 2015 | |||
| 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 | Change detection deforestation domain adaptation forest fires recurrent change time series | |||
| Abstract | In this paper, we present a novel domain adaptation technique aimed at providing reliable change detection maps for a series of image pairs acquired on the same area at different times. The proposed technique exploits the polar change vector analysis method and assumes that the reference data for characterizing a specific change of interest are available only for a pair of images (source domain). Then, it exploits the knowledge learned from the source domain and adapts it to other pairs of images belonging to the time series (target domains) to be analyzed. The proposed technique is able to handle possible radiometric differences among images adapting in an unsupervised way the decision rule estimated on the source domain to the target domains through variables estimated directly on the target images. The proposed approach has been applied to two data sets made up of time series of Landsat Thematic Mapper images. In one case, the change of interest is related to evolution of deforestation, while in the other case, it is related to burned area detection. Experimental results show the effectiveness of the proposed technique. | |||
| Area | SRE | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > An adaptive semisupervised... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | zanotta_adaptive.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher allowfinaldraft | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | urlib.net/www/2011/03.29.20.55 | |||
| Next Higher Units | 8JMKD3MGPCW/3ER446E | |||
| Dissemination | WEBSCI; PORTALCAPES; COMPENDEX; IEEEXplore; SCOPUS. | |||
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||