1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPAW/3S39KCL |
Repository | sid.inpe.br/sibgrapi/2018/10.16.17.36 |
Last Update | 2018:10.16.17.36.59 (UTC) gustavowl@lcc.ufrn.br |
Metadata Repository | sid.inpe.br/sibgrapi/2018/10.16.17.36.59 |
Metadata Last Update | 2022:05.18.22.18.31 (UTC) administrator |
Citation Key | BezerraGome:2018:ReOcLa |
Title | Recognition of occluded and lateral faces using MTCNN, Dlib and homographies |
Format | On-line |
Year | 2018 |
Access Date | 2024, May 14 |
Number of Files | 1 |
Size | 1307 KiB |
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2. Context | |
Author | 1 Bezerra, Gustavo Alves 2 Gomes, Rafael Beserra |
Affiliation | 1 Universidade Federal do Rio Grande do Norte 2 Universidade Federal do Rio Grande do Norte |
Editor | Ross, Arun Gastal, Eduardo S. L. Jorge, Joaquim A. Queiroz, Ricardo L. de Minetto, Rodrigo Sarkar, Sudeep Papa, João Paulo Oliveira, Manuel M. Arbeláez, Pablo Mery, Domingo Oliveira, Maria Cristina Ferreira de Spina, Thiago Vallin Mendes, Caroline Mazetto Costa, Henrique Sérgio Gutierrez Mejail, Marta Estela Geus, Klaus de Scheer, Sergio |
e-Mail Address | gustavowl@lcc.ufrn.br |
Conference Name | Conference on Graphics, Patterns and Images, 31 (SIBGRAPI) |
Conference Location | Foz do Iguaçu, PR, Brazil |
Date | 29 Oct.-1 Nov. 2018 |
Publisher | Sociedade Brasileira de Computação |
Publisher City | Porto Alegre |
Book Title | Proceedings |
Tertiary Type | Undergraduate Work |
History (UTC) | 2018-10-16 17:36:59 :: gustavowl@lcc.ufrn.br -> administrator :: 2022-05-18 22:18:31 :: administrator -> :: 2018 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Keywords | face recognition occlusion homography |
Abstract | With the advance of technology it is possible to create more robust security systems. For this task, image processing alongside Deep Neural Networks are currently being used in several works for facial recognition. However, occlusions and faces in different angles are a challenge for most algorithms. Attempting to contour this issue, an algorithm for facial recognition combining MTCNN, DLIB and homographies is proposed. In the obtained results, a comparison between the proposed algorithm and basis works indicates that, for some controlled cases, a mean accuracy improvement of 7.4% was obtained, with a maximum of 8.23% for occluded faces and 14.08% for lateral faces. |
Arrangement | urlib.net > SDLA > Fonds > SIBGRAPI 2018 > Recognition of occluded... |
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/3S39KCL |
zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3S39KCL |
Language | en |
Target File | Recognition_of_Occluded_and_Lateral_Faces.pdf |
User Group | gustavowl@lcc.ufrn.br |
Visibility | shown |
Update Permission | not transferred |
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5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPAW/3RPADUS |
Citing Item List | sid.inpe.br/sibgrapi/2018/09.03.20.37 10 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
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6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination doi 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 versiontype volume |
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