FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1991314183> ?p ?o ?g. }

• W1991314183 endingPage "2140" @default.
• W1991314183 startingPage "2127" @default.
• W1991314183 abstract "Developing universal and context-invariant methods is one of the hardest challenges in computer vision. Background subtraction (BS), an essential precursor in most machine vision applications used for foreground detection, is no exception. Due to overreliance on statistical observations, most BS techniques show unpredictable behavior in dynamic unconstrained scenarios in which the characteristics of the operating environment are either unknown or change drastically. To achieve superior foreground detection quality across unconstrained scenarios, we propose a new technique, called perception-inspired background subtraction (PBS), which avoids overreliance on statistical observations by making key modeling decisions based on the characteristics of human visual perception. PBS exploits the human perception-inspired confidence interval to associate an observed intensity value with another intensity value during both model learning and background-foreground classification. The concept of perception-inspired confidence interval is also used for identifying redundant samples, thus ensuring the optimal number of samples in the background model. Furthermore, PBS dynamically varies the model adaptation speed (learning rate) at pixel level based on observed scene dynamics to ensure faster adaptation of changed background regions, as well as longer retention of stationary foregrounds. Extensive experimental evaluations on a wide range of benchmark datasets validate the efficacy of PBS compared to the state of the art for unconstraint video analytics." @default.
• W1991314183 created "2016-06-24" @default.
• W1991314183 creator A5010357798 @default.
• W1991314183 creator A5050357287 @default.
• W1991314183 date "2013-12-01" @default.
• W1991314183 modified "2023-09-27" @default.
• W1991314183 title "Perception-Inspired Background Subtraction" @default.
• W1991314183 cites W1489630259 @default.
• W1991314183 cites W1499877760 @default.
• W1991314183 cites W156420899 @default.
• W1991314183 cites W1573546770 @default.
• W1991314183 cites W1963524043 @default.
• W1991314183 cites W1969977005 @default.
• W1991314183 cites W1974558763 @default.
• W1991314183 cites W1978276805 @default.
• W1991314183 cites W1993451914 @default.
• W1991314183 cites W1994304612 @default.
• W1991314183 cites W2024186559 @default.
• W1991314183 cites W2030389574 @default.
• W1991314183 cites W2045861341 @default.
• W1991314183 cites W2052524720 @default.
• W1991314183 cites W2096006988 @default.
• W1991314183 cites W2098067183 @default.
• W1991314183 cites W2098305432 @default.
• W1991314183 cites W2100234160 @default.
• W1991314183 cites W2102625004 @default.
• W1991314183 cites W2104733578 @default.
• W1991314183 cites W2110155975 @default.
• W1991314183 cites W2114701396 @default.
• W1991314183 cites W2115415549 @default.
• W1991314183 cites W2116629447 @default.
• W1991314183 cites W2118143383 @default.
• W1991314183 cites W2118525895 @default.
• W1991314183 cites W2122423951 @default.
• W1991314183 cites W2127070222 @default.
• W1991314183 cites W2130260536 @default.
• W1991314183 cites W2130350775 @default.
• W1991314183 cites W2130890488 @default.
• W1991314183 cites W2132836582 @default.
• W1991314183 cites W2133665775 @default.
• W1991314183 cites W2144874487 @default.
• W1991314183 cites W2148197091 @default.
• W1991314183 cites W2148290050 @default.
• W1991314183 cites W2151214514 @default.
• W1991314183 cites W2158604775 @default.
• W1991314183 cites W2161486269 @default.
• W1991314183 cites W2167152210 @default.
• W1991314183 cites W2430607491 @default.
• W1991314183 cites W2538773003 @default.
• W1991314183 cites W50432363 @default.
• W1991314183 cites W86511768 @default.
• W1991314183 cites W2101570425 @default.
• W1991314183 doi "https://doi.org/10.1109/tcsvt.2013.2273622" @default.
• W1991314183 hasPublicationYear "2013" @default.
• W1991314183 type Work @default.
• W1991314183 sameAs 1991314183 @default.
• W1991314183 citedByCount "23" @default.
• W1991314183 countsByYear W19913141832014 @default.
• W1991314183 countsByYear W19913141832015 @default.
• W1991314183 countsByYear W19913141832016 @default.
• W1991314183 countsByYear W19913141832017 @default.
• W1991314183 countsByYear W19913141832018 @default.
• W1991314183 countsByYear W19913141832019 @default.
• W1991314183 countsByYear W19913141832020 @default.
• W1991314183 crossrefType "journal-article" @default.
• W1991314183 hasAuthorship W1991314183A5010357798 @default.
• W1991314183 hasAuthorship W1991314183A5050357287 @default.
• W1991314183 hasConcept C114614502 @default.
• W1991314183 hasConcept C119857082 @default.
• W1991314183 hasConcept C120665830 @default.
• W1991314183 hasConcept C121332964 @default.
• W1991314183 hasConcept C124101348 @default.
• W1991314183 hasConcept C13280743 @default.
• W1991314183 hasConcept C139807058 @default.
• W1991314183 hasConcept C151730666 @default.
• W1991314183 hasConcept C153180895 @default.
• W1991314183 hasConcept C154945302 @default.
• W1991314183 hasConcept C15744967 @default.
• W1991314183 hasConcept C160633673 @default.
• W1991314183 hasConcept C169760540 @default.
• W1991314183 hasConcept C185798385 @default.
• W1991314183 hasConcept C205649164 @default.
• W1991314183 hasConcept C26760741 @default.
• W1991314183 hasConcept C2778067643 @default.
• W1991314183 hasConcept C2779343474 @default.
• W1991314183 hasConcept C2779769447 @default.
• W1991314183 hasConcept C2909755999 @default.
• W1991314183 hasConcept C31972630 @default.
• W1991314183 hasConcept C32653426 @default.
• W1991314183 hasConcept C33923547 @default.
• W1991314183 hasConcept C41008148 @default.
• W1991314183 hasConcept C68060419 @default.
• W1991314183 hasConcept C77805123 @default.
• W1991314183 hasConcept C79158427 @default.
• W1991314183 hasConcept C86803240 @default.
• W1991314183 hasConcept C94375191 @default.
• W1991314183 hasConceptScore W1991314183C114614502 @default.
• W1991314183 hasConceptScore W1991314183C119857082 @default.

• next