| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPBW34M/3ED87M2 | |||
| Repository | sid.inpe.br/sibgrapi/2013/07.03.00.18 | |||
| Last Update | 2013:07.03.00.18.01 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2013/07.03.00.18.01 | |||
| Metadata Last Update | 2022:06.14.00.07.41 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2013.38 | |||
| Citation Key | DutraSouAlvSchOli:2013:RePeBa | |||
| Title | Re-identifying People based on Indexing Structure and Manifold Appearance Modeling  | |||
| Format | On-line. | |||
| Year | 2013 | |||
| Access Date | 2024, Apr. 28 | |||
| Number of Files | 1 | |||
| Size | 10792 KiB | |||
| 2. Context | ||||
| Author | 1 Dutra, Cristianne Rodrigues Santos 2 Souza, Tiago 3 Alves, Raul 4 Schwartz, William Robson 5 Oliveira, Luciano | |||
| Affiliation | 1 Universidade Federal de Minas Gerais 2 Federal University of Bahia 3 Federal University of Bahia 4 Universidade Federal de Minas Gerais 5 Federal University of Bahia | |||
| Editor | Boyer, Kim Hirata, Nina Nedel, Luciana Silva, Claudio | |||
| e-Mail Address | william@dcc.ufmg.br | |||
| Conference Name | Conference on Graphics, Patterns and Images, 26 (SIBGRAPI) | |||
| Conference Location | Arequipa, Peru | |||
| Date | 5-8 Aug. 2013 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2013-07-03 00:18:01 :: william@dcc.ufmg.br -> administrator :: 2022-06-14 00:07:41 :: administrator -> :: 2013 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | Person re-identification bag-of-features predominance filter inverted lists mean Riemann covariance | |||
| Abstract | The role of person re-identification has increased in the recent years due to the large camera networks employed in surveillance systems. The goal in this case is to identify individuals that have been previously identified in a different camera. Even though several approaches have been proposed, there are still challenges to be addressed, such as illumination changes, pose variation, low acquisition quality, appearance modeling and the management of the large number of subjects being monitored by the surveillance system. The present work tackles the last problem by developing an indexing structure based on inverted lists and a predominance filter descriptor with the aim of ranking candidates with more probability of being the target search person. With this initial ranking, a more strong classification is done by means of a mean Riemann covariance method, which is based on a appearance strategy. Experimental results show that the proposed indexing structure returns an accurate short-list containing the most likely candidates, and that manifold appearance model is able to set the correct candidate among the initial ranks in the identification process. The proposed method is comparable to other state-of-the-art approaches. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2013 > Re-identifying People based... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Re-identifying People based... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
| |||
| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3ED87M2 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3ED87M2 | |||
| Language | en | |||
| Target File | paper_CameraReady.pdf | |||
| User Group | william@dcc.ufmg.br | |||
| Visibility | shown | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPEW34M/46SLB4P 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.15.04.02 9 | |||
| 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 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 | |||