FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2020779941> ?p ?o ?g. }

• W2020779941 abstract "Biometric systems for recognizing faces in video streams have become relevant in a growing number of private and public sector applications, among them screening for individuals of interest in dense and moving crowds. In practice, the performance of these systems typically declines because they encounter a variety of uncontrolled conditions that change during operations, and they are designed a priori using limited data and knowledge of underlying data distributions. This paper presents multi-classifier system that can achieve a high level of performance in real-world video surveillance applications. This system assigns an ensemble of detectors (2-class classifiers) per individual, where base detectors are co-jointly trained using population-based evolutionary optimization. During enrolment of an individual, an aggregative Dynamic Niching Particle Swarm Optimization (DNPSO)-based training strategy generates a diversified homogenous pool of ARTMAP neural network classifiers using reference data samples. Classifiers associated with local optima of the aggregative DNPSO are directly selected and efficiently combined in the Receiver Operating Characteristic (ROC) space. Performance is assessed in terms of both accuracy and resource requirements on facial regions extracted from video streams of the Face in Action database. A comparison between a standard global and modular classification architectures is provided in this paper. Simulation results indicate that recognizing an individual using the aforementioned ensemble of detectors provides a scalable architecture that maintains a significantly higher level of accuracy and robustness as the number of individuals grows." @default.
• W2020779941 created "2016-06-24" @default.
• W2020779941 creator A5006937759 @default.
• W2020779941 creator A5026340083 @default.
• W2020779941 creator A5052580047 @default.
• W2020779941 creator A5067355396 @default.
• W2020779941 date "2012-06-01" @default.
• W2020779941 modified "2023-10-16" @default.
• W2020779941 title "Detector ensembles for face recognition in video surveillance" @default.
• W2020779941 cites W113134811 @default.
• W2020779941 cites W1608576540 @default.
• W2020779941 cites W1909591079 @default.
• W2020779941 cites W1989702938 @default.
• W2020779941 cites W2019378149 @default.
• W2020779941 cites W2098373434 @default.
• W2020779941 cites W2105087447 @default.
• W2020779941 cites W2119762490 @default.
• W2020779941 cites W2128835939 @default.
• W2020779941 cites W2148191008 @default.
• W2020779941 cites W2149544470 @default.
• W2020779941 cites W2151587330 @default.
• W2020779941 cites W2152052718 @default.
• W2020779941 cites W2155806188 @default.
• W2020779941 cites W2158698691 @default.
• W2020779941 cites W2163808566 @default.
• W2020779941 cites W2165313956 @default.
• W2020779941 cites W2166280719 @default.
• W2020779941 cites W2487087946 @default.
• W2020779941 cites W4231132678 @default.
• W2020779941 doi "https://doi.org/10.1109/ijcnn.2012.6252659" @default.
• W2020779941 hasPublicationYear "2012" @default.
• W2020779941 type Work @default.
• W2020779941 sameAs 2020779941 @default.
• W2020779941 citedByCount "29" @default.
• W2020779941 countsByYear W20207799412013 @default.
• W2020779941 countsByYear W20207799412014 @default.
• W2020779941 countsByYear W20207799412015 @default.
• W2020779941 countsByYear W20207799412016 @default.
• W2020779941 countsByYear W20207799412017 @default.
• W2020779941 countsByYear W20207799412020 @default.
• W2020779941 countsByYear W20207799412021 @default.
• W2020779941 countsByYear W20207799412023 @default.
• W2020779941 crossrefType "proceedings-article" @default.
• W2020779941 hasAuthorship W2020779941A5006937759 @default.
• W2020779941 hasAuthorship W2020779941A5026340083 @default.
• W2020779941 hasAuthorship W2020779941A5052580047 @default.
• W2020779941 hasAuthorship W2020779941A5067355396 @default.
• W2020779941 hasBestOaLocation W20207799412 @default.
• W2020779941 hasConcept C104317684 @default.
• W2020779941 hasConcept C119857082 @default.
• W2020779941 hasConcept C124101348 @default.
• W2020779941 hasConcept C144024400 @default.
• W2020779941 hasConcept C149923435 @default.
• W2020779941 hasConcept C153180895 @default.
• W2020779941 hasConcept C154945302 @default.
• W2020779941 hasConcept C185592680 @default.
• W2020779941 hasConcept C2777852691 @default.
• W2020779941 hasConcept C2908647359 @default.
• W2020779941 hasConcept C31510193 @default.
• W2020779941 hasConcept C38652104 @default.
• W2020779941 hasConcept C41008148 @default.
• W2020779941 hasConcept C48044578 @default.
• W2020779941 hasConcept C55493867 @default.
• W2020779941 hasConcept C63479239 @default.
• W2020779941 hasConcept C76155785 @default.
• W2020779941 hasConcept C77088390 @default.
• W2020779941 hasConcept C85617194 @default.
• W2020779941 hasConcept C94915269 @default.
• W2020779941 hasConcept C95623464 @default.
• W2020779941 hasConceptScore W2020779941C104317684 @default.
• W2020779941 hasConceptScore W2020779941C119857082 @default.
• W2020779941 hasConceptScore W2020779941C124101348 @default.
• W2020779941 hasConceptScore W2020779941C144024400 @default.
• W2020779941 hasConceptScore W2020779941C149923435 @default.
• W2020779941 hasConceptScore W2020779941C153180895 @default.
• W2020779941 hasConceptScore W2020779941C154945302 @default.
• W2020779941 hasConceptScore W2020779941C185592680 @default.
• W2020779941 hasConceptScore W2020779941C2777852691 @default.
• W2020779941 hasConceptScore W2020779941C2908647359 @default.
• W2020779941 hasConceptScore W2020779941C31510193 @default.
• W2020779941 hasConceptScore W2020779941C38652104 @default.
• W2020779941 hasConceptScore W2020779941C41008148 @default.
• W2020779941 hasConceptScore W2020779941C48044578 @default.
• W2020779941 hasConceptScore W2020779941C55493867 @default.
• W2020779941 hasConceptScore W2020779941C63479239 @default.
• W2020779941 hasConceptScore W2020779941C76155785 @default.
• W2020779941 hasConceptScore W2020779941C77088390 @default.
• W2020779941 hasConceptScore W2020779941C85617194 @default.
• W2020779941 hasConceptScore W2020779941C94915269 @default.
• W2020779941 hasConceptScore W2020779941C95623464 @default.
• W2020779941 hasLocation W20207799411 @default.
• W2020779941 hasLocation W20207799412 @default.
• W2020779941 hasLocation W20207799413 @default.
• W2020779941 hasOpenAccess W2020779941 @default.
• W2020779941 hasPrimaryLocation W20207799411 @default.
• W2020779941 hasRelatedWork W1968332688 @default.
• W2020779941 hasRelatedWork W2001423728 @default.
• W2020779941 hasRelatedWork W2044260117 @default.
• W2020779941 hasRelatedWork W2074584451 @default.
• W2020779941 hasRelatedWork W2119077463 @default.

• next