Reference Type | Conference Proceedings |
Identifier | 8JMKD3MGPBW34M/3A3LJ3B |
Repository | sid.inpe.br/sibgrapi/2011/07.11.00.33 |
Metadata | sid.inpe.br/sibgrapi/2011/07.11.00.33.28 |
Site | sibgrapi.sid.inpe.br |
Citation Key | MoraColqueCáma:2011:PrBaIm |
Author | 1 Mora Colque, Rensso Victor Hugo 2 Cámara-Chávez, Guillermo |
Affiliation | 1 Universidade Federal de Ouro Preto 2 Universidade Federal de Ouro Preto |
Title | Progressive Background Image Generation of Surveillance Traffic Videos Based on a Temporal Histogram Ruled by a Reward/Penalty Function  |
Conference Name | Conference on Graphics, Patterns and Images, 24 (SIBGRAPI) |
Year | 2011 |
Editor | Lewiner, Thomas Torres, Ricardo |
Book Title | Proceedings |
Date | Aug. 28 - 31, 2011 |
Publisher City | Los Alamitos |
Publisher | IEEE Computer Society Conference Publishing Services |
Conference Location | Maceió |
Keywords | Background image, frame difference, temporal intensity histogram, reward and penalty function. |
Abstract | In most surveillance traffic systems the background image is used for segmenting the moving objects. In this paper, we propose a method for progressive and constant renewal of the background image of a video sequence. Our method is divided in three parts: frame difference to get an actual information of the video sequence; reward and penalty function that modifies a temporal histogram; and the background generation uses the information found in the histogram. The principal characteristic of the method is the constant regeneration of the histogram using neighborhood information of intensity levels, penalizing the occurrence of foreign objects and rewarding the values of static objects. For that, the histogram values are modified regionally and its variation correspond to a normal distribution. The principal advantages of our proposed method lies in the progressive increment of the background pixel intensity occurrences, the fast reaction to changes between foreground and background segments and the simplicity of the method that can be used in real time applications. At the end of this paper, experimental results demonstrated the feasibility of the proposed technique in different weather conditions and traffic situations. |
Language | en |
Tertiary Type | Full Paper |
Format | DVD, On-line. |
Size | 5444 KiB |
Number of Files | 1 |
Target File | Progressive Background Image Generation of Surveillance Traffic Videos Based on a Temporal Histogram Ruled by a RewardPenalty Function.pdf |
Last Update | 2011:07.11.02.30.38 sid.inpe.br/banon/2001/03.30.15.38 soulchicano@gmail.com |
Metadata Last Update | 2011:07.23.15.36.12 sid.inpe.br/banon/2001/03.30.15.38 soulchicano@gmail.com {D 2011} |
Document Stage | completed |
Is the master or a copy? | is the master |
Mirror | sid.inpe.br/banon/2001/03.30.15.38.24 |
e-Mail Address | soulchicano@gmail.com |
User Group | soulchicano@gmail.com |
Visibility | shown |
Transferable | 1 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
Content Type | External Contribution |
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History | 2011-07-23 15:36:12 :: soulchicano@gmail.com -> :: 2011 |
Empty Fields | accessionnumber archivingpolicy archivist area callnumber copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition electronicmailaddress group holdercode isbn issn label lineage mark nextedition nexthigherunit notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume |
Access Date | 2019, Dec. 09 |