| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3M55GN2 | |||
| Repository | sid.inpe.br/sibgrapi/2016/07.19.17.24 | |||
| Last Update | 2016:07.19.17.24.33 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2016/07.19.17.24.33 | |||
| Metadata Last Update | 2022:06.14.00.08.27 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2016.022 | |||
| Citation Key | VegaFeitQuirHapp:2016:SiSaFa | |||
| Title | Single Sample Face Recognition from Video via Stacked Supervised Auto-encoder  | |||
| Format | On-line | |||
| Year | 2016 | |||
| Access Date | 2024, May 03 | |||
| Number of Files | 1 | |||
| Size | 761 KiB | |||
| 2. Context | ||||
| Author | 1 Vega, Pedro Juan Soto 2 Feitosa, Raul Queiroz 3 Quirita, Victor Hugo Ayma 4 Happ, Patrick Nigri | |||
| Affiliation | 1 Pontifical Catholic University of Rio de Janeiro 2 Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro State University 3 Pontifical Catholic University of Rio de Janeiro 4 Pontifical Catholic University of Rio de Janeiro | |||
| 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 | psoto@ele.puc-rio.br | |||
| 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) | 2016-07-19 17:24:33 :: psoto@ele.puc-rio.br -> administrator :: 2016-10-05 14:49:13 :: administrator -> psoto@ele.puc-rio.br :: 2016 2016-11-03 22:13:39 :: psoto@ele.puc-rio.br -> administrator :: 2016 2022-06-14 00:08:27 :: administrator -> :: 2016 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | auto-encoder face recognition surveillance | |||
| Abstract | This work proposes and evaluates strategies based on Stacked Supervised Auto-Encoders (SSAE) for face representation in video surveillance applications. The study focuses on the identification task with a single sample per person (SSPP) in the gallery. Variations in terms of pose, facial expression, illumination and occlusion are approached in two ways. First, the SSAE extracts features from face images, which are robust to such variations. Second, we propose methods to exploit the multiple samples per persons probes (MSPPP) that can be extracted from video sequences. Three variants of the proposed method are compared upon HONDA/UCSD and VIDTIMIT video datasets. The experimental results demonstrate that strategies combining SSAE and MSPPP are able to outperform other SSPP methods, such a local binary patterns, in face recognition from video. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2016 > Single Sample Face... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Single Sample Face... | |||
| 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/3M55GN2 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3M55GN2 | |||
| Language | en | |||
| Target File | PID4367205.pdf | |||
| User Group | psoto@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/3M2D4LP 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2016/07.02.23.50 7 | |||
| 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 | |||