| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3PFR8KB | |||
| Repository | sid.inpe.br/sibgrapi/2017/08.21.20.57 | |||
| Last Update | 2017:08.21.20.57.03 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2017/08.21.20.57.03 | |||
| Metadata Last Update | 2022:06.14.00.08.56 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2017.62 | |||
| Citation Key | QuiritaHappCostFeit:2017:SyTrEn | |||
| Title | Symbiotic tracker ensemble with feedback learning  | |||
| Format | On-line | |||
| Year | 2017 | |||
| Access Date | 2024, Oct. 08 | |||
| Number of Files | 1 | |||
| Size | 2945 KiB | |||
| 2. Context | ||||
| Author | 1 Quirita, Victor Hugo Ayma 2 Happ, Patrick Nigri 3 Costa, Gilson Alexandre Ostwald Pedro da 4 Feitosa, Raul Queiroz | |||
| Affiliation | 1 ELECTRICAL ENGINEERING DEPARTMENT, PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO 2 ELECTRICAL ENGINEERING DEPARTMENT, PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO 3 INFORMATICS AND COMPUTER SCIENCE DEPARTMENT, STATE UNIVERSITY OF RIO DE JANEIRO 4 ELECTRICAL ENGINEERING DEPARTMENT, PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO | |||
| Editor | Torchelsen, Rafael Piccin Nascimento, Erickson Rangel do Panozzo, Daniele Liu, Zicheng Farias, Mylène Viera, Thales Sacht, Leonardo Ferreira, Nivan Comba, João Luiz Dihl Hirata, Nina Schiavon Porto, Marcelo Vital, Creto Pagot, Christian Azambuja Petronetto, Fabiano Clua, Esteban Cardeal, Flávio | |||
| e-Mail Address | vhaymaq@ele.puc-rio.br | |||
| Conference Name | Conference on Graphics, Patterns and Images, 30 (SIBGRAPI) | |||
| Conference Location | Niterói, RJ, Brazil | |||
| Date | 17-20 Oct. 2017 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2017-08-21 20:57:03 :: vhaymaq@ele.puc-rio.br -> administrator :: 2022-06-14 00:08:56 :: administrator -> :: 2017 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | OBJECT TRACKING TRACKING FUSION | |||
| Abstract | Visual tracking is a challenging task due to a number of factors, such as occlusions, deformations, illumination variations and abrupt motion changes present in a video sequence. Generally, trackers are robust to some of these factors, but do not achieve satisfactory results when dealing with multiple factors at the same time. More robust results when multiple factors are present can be obtained by combining the results of different trackers. In this paper we propose a multiple tracker fusion method, named Symbiotic Tracker Ensemble with Feedback Learning (SymTE-FL), which combines the results of a set of trackers to produce a unified tracking estimate. The novelty of the method consists in providing feedback to the individual trackers, so that they can correct their own estimates, thus improving overall tracking accuracy. The proposal is validated by experiments conducted upon a publicly available database. The results show that the proposed method delivered in average more accurate tracking estimates than those obtained with individual trackers running independently and with the original approach. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2017 > Symbiotic tracker ensemble... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Symbiotic tracker ensemble... | |||
| 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/8JMKD3MGPAW/3PFR8KB | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3PFR8KB | |||
| Language | en | |||
| Target File | 2017_SIBGRAPI_VHAQ.pdf | |||
| User Group | vhaymaq@ele.puc-rio.br | |||
| 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/3PKCC58 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2017/09.12.13.04 34 sid.inpe.br/sibgrapi/2022/06.10.21.49 2 sid.inpe.br/banon/2001/03.30.15.38.24 1 | |||
| 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 | |||