| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | sibgrapi.sid.inpe.br |
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
| Identifier | 8JMKD3MGPBW34M/388FMRE |
| Repository | sid.inpe.br/sibgrapi/2010/09.11.12.29 |
| Last Update | 2010:09.11.12.29.49 (UTC) administrator |
| Metadata Repository | sid.inpe.br/sibgrapi/2010/09.11.12.29.49 |
| Metadata Last Update | 2022:06.14.00.07.03 (UTC) administrator |
| DOI | 10.1109/SIBGRAPI.2010.35 |
| Citation Key | PereiraGomeCarv:2010:NoApSu |
| Title | Integral Local Binary Patterns: a Novel Approach Suitable for Texture-Based Object Detection Tasks  |
| Format | Printed, On-line. |
| Year | 2010 |
| Access Date | 2024, May 02 |
| Number of Files | 1 |
| Size | 168 KiB |
| 2. Context | |
| Author | 1 Pereira, Eanes Torres 2 Gomes, Herman Martins 3 Carvalho, João Marques de |
| Affiliation | 1 Departamento de Sistemas e Computação - Universidade Federal de Campina Grande 2 Departamento de Sistemas e Computação - Universidade Federal de Campina Grande 3 Departamento de Engenharia Elétrica - Universidade Federal de Campina Grande |
| Editor | Bellon, Olga Esperança, Claudio |
| e-Mail Address | eanes@dsc.ufcg.edu.br |
| Conference Name | Conference on Graphics, Patterns and Images, 23 (SIBGRAPI) |
| Conference Location | Gramado, RS, Brazil |
| Date | 30 Aug.-3 Sep. 2010 |
| Publisher | IEEE Computer Society |
| Publisher City | Los Alamitos |
| Book Title | Proceedings |
| Tertiary Type | Full Paper |
| History (UTC) | 2010-10-01 04:19:39 :: eanes@dsc.ufcg.edu.br -> administrator :: 2010 2022-06-14 00:07:03 :: administrator -> :: 2010 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Version Type | finaldraft |
| Keywords | Integral Histograms Local Binary Patterns Integral LBP Face Detection |
| Abstract | This work is concerned with the proposition and empirical evaluation of a new feature extraction approach that combines two existing image descriptors, Integral Histograms and Local Binary Patterns (LBP), to achieve a representation that exhibits relevant properties to object detection tasks (such as face detection): fast constant time processing, rotation, and scale invariance. This novel approach is called the Integral Local Binary Patterns (INTLBP), which is based on an existing method for calculating Integral Histograms from LBP images. This paper empirically demonstrates the properties of INTLBP in a scenario of texture extraction for face/non-face classification. Experiments have shown that the new representation added robustness to scale variations in the test images - the proposed approach achieved a mean classification rate 92% higher than the standard Rotation Invariant LBP approach, when testing over images with scales different from the ones used for training. Moreover, the INTLBP dramatically reduced the required processing time when searching patterns in a face detection task. |
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2010 > Integral Local Binary... |
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Integral Local Binary... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/388FMRE |
| zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/388FMRE |
| Language | en |
| Target File | 70827_2.pdf |
| User Group | eanes@dsc.ufcg.edu.br |
| Visibility | shown |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPEW34M/46SJT6B 8JMKD3MGPEW34M/4742MCS |
| Citing Item List | sid.inpe.br/sibgrapi/2022/05.14.20.21 5 |
| 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 mirrorrepository 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 |