| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3M5KB8P | |||
| Repository | sid.inpe.br/sibgrapi/2016/07.22.20.50 | |||
| Last Update | 2016:07.22.20.50.36 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2016/07.22.20.50.36 | |||
| Metadata Last Update | 2022:06.14.00.08.37 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2016.035 | |||
| Citation Key | SouzaArJrCoNaKeGu:2016:DeNuFe | |||
| Title | Decreasing the Number of Features for Improving Human Action Classification  | |||
| Format | On-line | |||
| Year | 2016 | |||
| Access Date | 2024, Apr. 28 | |||
| Number of Files | 1 | |||
| Size | 2519 KiB | |||
| 2. Context | ||||
| Author | 1 Souza, Kleber Jacques de 2 Araujo, Arnaldo de Albuquerque 3 Jr, Zenilton Kleber G. do Patrociinio 4 Cousty, Jean 5 Najman, Laurent 6 Kenmochi, Yukiko 7 Guimaraes, Silvio Jamil F. | |||
| Affiliation | 1 NPDI/DCC/UFMG - Federal University of Minas Gerais - Computer Science Department - Belo Horizonte, MG, Brazil 2 NPDI/DCC/UFMG - Federal University of Minas Gerais - Computer Science Department - Belo Horizonte, MG, Brazil 3 Audio-Visual Information Proc. Lab. (VIPLAB) - Computer Science Department -- ICEI -- PUC Minas 4 Universite Paris-Est, Laboratoire d'Informatique Gaspard-Monge UMR 8049, UPEMLV, ESIEE Paris, ENPC, CNRS, F-93162 Noisy-le-Grand France 5 Universite Paris-Est, Laboratoire d'Informatique Gaspard-Monge UMR 8049, UPEMLV, ESIEE Paris, ENPC, CNRS, F-93162 Noisy-le-Grand France 6 Universite Paris-Est, Laboratoire d'Informatique Gaspard-Monge UMR 8049, UPEMLV, ESIEE Paris, ENPC, CNRS, F-93162 Noisy-le-Grand France 7 Audio-Visual Information Proc. Lab. (VIPLAB) - Computer Science Department -- ICEI -- PUC Minas | |||
| Editor | Aliaga, Daniel G. Davis, Larry S. Farias, Ricardo C. Fernandes, Leandro A. F. Gibson, Stuart J. Giraldi, Gilson A. Gois, João Paulo Maciel, Anderson Menotti, David Miranda, Paulo A. V. Musse, Soraia Namikawa, Laercio Pamplona, Mauricio Papa, João Paulo Santos, Jefersson dos Schwartz, William Robson Thomaz, Carlos E. | |||
| e-Mail Address | silvio.jamil@gmail.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 29 (SIBGRAPI) | |||
| Conference Location | São José dos Campos, SP, Brazil | |||
| Date | 4-7 Oct. 2016 | |||
| Publisher | IEEE Computer Society´s Conference Publishing Services | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2016-07-22 20:50:36 :: silvio.jamil@gmail.com -> administrator :: 2022-06-14 00:08:37 :: administrator -> :: 2016 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | Spatio-temporal video segmentation human action classification BossaNova representation | |||
| Abstract | Action classification in videos has been a very active field of research over the past years. Human action classification is a research field with application to various areas such as video indexing, surveillance, human-computer interfaces, among others. In this paper, we propose a strategy based on decreasing the number of features in order to improve accuracy in the human action classification task. Thus, to classify human action, we firstly compute a video segmentation for simplifying the visual information, in the following, we use a mid-level representation for representing the feature vectors which are finally classified. Experimental results demonstrate that our approach has improved the quality of human action classification in comparison to the baseline while using 60% less features. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2016 > Decreasing the Number... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Decreasing the Number... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3M5KB8P | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3M5KB8P | |||
| Language | en | |||
| Target File | PID4373569.pdf | |||
| User Group | silvio.jamil@gmail.com | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPAW/3M2D4LP 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2016/07.02.23.50 6 | |||
| 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 edition electronicmailaddress group isbn issn label lineage mark 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 | |||