Matches in SemOpenAlex for { <https://semopenalex.org/work/W2146292203> ?p ?o ?g. }
- W2146292203 endingPage "127206" @default.
- W2146292203 startingPage "127206" @default.
- W2146292203 abstract "We present an adaptive and efficient background modeling strategy for real-time object detection in multicamera systems. The proposed approach is an innovative multiparameter adaptation strategy of the mixture of Gaussian (MoG) background modeling algorithm. This approach is able to efficiently adjust the computational requirements of the tasks to the available processing power and to the activity of the scene. The innovative approach allows one to adapt the MoG without a significant loss in the detection accuracy while contemporarily adhering to the real-time constraints. The adaptation strategy works at the local level by modifying, independently, the MoG parameters of each task, and then, whenever the results of the local strategy are not satisfactory, a global adaptation strategy starts that aims at balancing the workload among the tasks. Our approach has been tested on three different data sets, including several image sizes, heterogeneous environments (indoor and outdoor scenarios), and different real-time constraints. The results show that the proposed adaptive system is well suited for multicamera applications thanks to this efficiency and adaptability; it guarantees real-time highly accurate detections." @default.
- W2146292203 created "2016-06-24" @default.
- W2146292203 creator A5035786004 @default.
- W2146292203 creator A5081859551 @default.
- W2146292203 date "2011-12-01" @default.
- W2146292203 modified "2023-09-30" @default.
- W2146292203 title "Adaptive background modeling in multicamera system for real-time object detection" @default.
- W2146292203 cites W1963524043 @default.
- W2146292203 cites W1970844852 @default.
- W2146292203 cites W1974558763 @default.
- W2146292203 cites W1990037911 @default.
- W2146292203 cites W1995903777 @default.
- W2146292203 cites W2003997722 @default.
- W2146292203 cites W2004643852 @default.
- W2146292203 cites W2012015807 @default.
- W2146292203 cites W2024186559 @default.
- W2146292203 cites W2035866593 @default.
- W2146292203 cites W2065441822 @default.
- W2146292203 cites W2092893124 @default.
- W2146292203 cites W2098847532 @default.
- W2146292203 cites W2099135866 @default.
- W2146292203 cites W2107792562 @default.
- W2146292203 cites W2112157293 @default.
- W2146292203 cites W2119361334 @default.
- W2146292203 cites W2126041913 @default.
- W2146292203 cites W2129107025 @default.
- W2146292203 cites W2130704287 @default.
- W2146292203 cites W2130734783 @default.
- W2146292203 cites W2139583092 @default.
- W2146292203 cites W2146201043 @default.
- W2146292203 cites W2150489380 @default.
- W2146292203 cites W2155274742 @default.
- W2146292203 cites W2161062845 @default.
- W2146292203 cites W2168082005 @default.
- W2146292203 cites W2539646095 @default.
- W2146292203 cites W4231282210 @default.
- W2146292203 cites W2101570425 @default.
- W2146292203 doi "https://doi.org/10.1117/1.3662422" @default.
- W2146292203 hasPublicationYear "2011" @default.
- W2146292203 type Work @default.
- W2146292203 sameAs 2146292203 @default.
- W2146292203 citedByCount "8" @default.
- W2146292203 countsByYear W21462922032012 @default.
- W2146292203 countsByYear W21462922032013 @default.
- W2146292203 countsByYear W21462922032014 @default.
- W2146292203 countsByYear W21462922032015 @default.
- W2146292203 countsByYear W21462922032017 @default.
- W2146292203 countsByYear W21462922032018 @default.
- W2146292203 crossrefType "journal-article" @default.
- W2146292203 hasAuthorship W2146292203A5035786004 @default.
- W2146292203 hasAuthorship W2146292203A5081859551 @default.
- W2146292203 hasBestOaLocation W21462922031 @default.
- W2146292203 hasConcept C111919701 @default.
- W2146292203 hasConcept C120665830 @default.
- W2146292203 hasConcept C121332964 @default.
- W2146292203 hasConcept C139807058 @default.
- W2146292203 hasConcept C153180895 @default.
- W2146292203 hasConcept C154945302 @default.
- W2146292203 hasConcept C162324750 @default.
- W2146292203 hasConcept C177606310 @default.
- W2146292203 hasConcept C187736073 @default.
- W2146292203 hasConcept C18903297 @default.
- W2146292203 hasConcept C2776151529 @default.
- W2146292203 hasConcept C2778476105 @default.
- W2146292203 hasConcept C2780451532 @default.
- W2146292203 hasConcept C31972630 @default.
- W2146292203 hasConcept C41008148 @default.
- W2146292203 hasConcept C79403827 @default.
- W2146292203 hasConcept C86803240 @default.
- W2146292203 hasConceptScore W2146292203C111919701 @default.
- W2146292203 hasConceptScore W2146292203C120665830 @default.
- W2146292203 hasConceptScore W2146292203C121332964 @default.
- W2146292203 hasConceptScore W2146292203C139807058 @default.
- W2146292203 hasConceptScore W2146292203C153180895 @default.
- W2146292203 hasConceptScore W2146292203C154945302 @default.
- W2146292203 hasConceptScore W2146292203C162324750 @default.
- W2146292203 hasConceptScore W2146292203C177606310 @default.
- W2146292203 hasConceptScore W2146292203C187736073 @default.
- W2146292203 hasConceptScore W2146292203C18903297 @default.
- W2146292203 hasConceptScore W2146292203C2776151529 @default.
- W2146292203 hasConceptScore W2146292203C2778476105 @default.
- W2146292203 hasConceptScore W2146292203C2780451532 @default.
- W2146292203 hasConceptScore W2146292203C31972630 @default.
- W2146292203 hasConceptScore W2146292203C41008148 @default.
- W2146292203 hasConceptScore W2146292203C79403827 @default.
- W2146292203 hasConceptScore W2146292203C86803240 @default.
- W2146292203 hasIssue "12" @default.
- W2146292203 hasLocation W21462922031 @default.
- W2146292203 hasLocation W21462922032 @default.
- W2146292203 hasOpenAccess W2146292203 @default.
- W2146292203 hasPrimaryLocation W21462922031 @default.
- W2146292203 hasRelatedWork W1497101000 @default.
- W2146292203 hasRelatedWork W1969592603 @default.
- W2146292203 hasRelatedWork W2067981149 @default.
- W2146292203 hasRelatedWork W2095705906 @default.
- W2146292203 hasRelatedWork W2754428891 @default.
- W2146292203 hasRelatedWork W2782964878 @default.
- W2146292203 hasRelatedWork W2922421953 @default.