| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 6qtX3pFwXQZeBBx/DcAw2 |
| Repository | sid.inpe.br/banon/2004/08.19.00.32 |
| Last Update | 2004:08.19.03.00.00 (UTC) administrator |
| Metadata Repository | sid.inpe.br/banon/2004/08.19.00.32.37 |
| Metadata Last Update | 2022:06.14.00.12.48 (UTC) administrator |
| DOI | 10.1109/SIBGRA.2004.1352947 |
| Citation Key | OliveiraJúniorKapFreCarSab:2004:HaReMu |
| Title | Handwritten Recognition with Multiple Classifiers for Restricted Lexicon  |
| Format | On-line |
| Year | 2004 |
| Access Date | 2024, May 02 |
| Number of Files | 1 |
| Size | 275 KiB |
| 2. Context | |
| Author | 1 Oliveira Júnior, José Josemar 2 Kapp, Marcelo Nepomoceno 3 Freitas, Cinthia Obladen de Almendra 4 Carvalho, João Marques de 5 Sabourin, Robert |
| Affiliation | 1 Universidade Federal de Campina Grande, Coordenação de Pós-Graduação em Engenharia Elétrica, Caixa Postal 10105, 58109-970, Campina Grande, PB - Brazil 2 Pontíficia Universidade Católica do Paraná, R. Imaculada Conceição 1155, 80215-901, Curitiba, PR - Brazil 3 Ècole de Technologie Superieure, 1100 Rue Notre Dame Ouest, H3C 1K3, Montreal, QC - Canada |
| Editor | Araújo, Arnaldo de Albuquerque Comba, João Luiz Dihl Navazo, Isabel Sousa, Antônio Augusto de |
| Conference Name | Brazilian Symposium on Computer Graphics and Image Processing, 17 (SIBGRAPI) - Ibero-American Symposium on Computer Graphics, 2 (SIACG) |
| Conference Location | Curitiba, PR, Brazil |
| Date | 17-20 Oct. 2004 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2008-07-17 14:10:57 :: josemar -> banon :: 2008-08-26 15:15:44 :: banon -> administrator :: 2009-08-13 20:37:37 :: administrator -> banon :: 2010-08-28 20:01:15 :: banon -> administrator :: 2022-06-14 00:12:48 :: administrator -> :: 2004 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | pattern recognition multiple classifiers handwritten recognition |
| Abstract | This paper prsents a multiple classifier system applied to the handwritten word recognition (HWR) problem. The goal is to analyse the influence of different global classifiers taken isolatedly as well as combined in a particular HWR task. The application proposed is the recognition of the Portuguese handwritten names of the months. The strategy takes advantage of the complementarity mechanisms of three different classifiers: Conventional Neural Network, Class-Modular Neural Network and Hidden Markov Models, yielding a multiple classifier that is more efficient than either individual technique. The recognition rates obtained vary from 75.9% using the stand alone HMM classifier to 96.0% considering the classifiers combination. |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2004 > Handwritten Recognition with... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Handwritten Recognition with... |
| 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/6qtX3pFwXQZeBBx/DcAw2 |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZeBBx/DcAw2 |
| Language | en |
| Target File | 4382_oliveira_jose.pdf |
| User Group | josemar administrator |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46QM2BE 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.03.00.29 10 |
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage e-mailaddress edition electronicmailaddress group isbn issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |