FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2091741383> ?p ?o ?g. }

• W2091741383 endingPage "34" @default.
• W2091741383 startingPage "22" @default.
• W2091741383 abstract "Abstract Foreground detection is the first step in video surveillance system to detect moving objects. Recent research on subspace estimation by sparse representation and rank minimization represents a nice framework to separate moving objects from the background. Robust Principal Component Analysis (RPCA) solved via Principal Component Pursuit decomposes a data matrix A in two components such that A = L + S , where L is a low-rank matrix and S is a sparse noise matrix. The background sequence is then modeled by a low-rank subspace that can gradually change over time, while the moving foreground objects constitute the correlated sparse outliers. To date, many efforts have been made to develop Principal Component Pursuit (PCP) methods with reduced computational cost that perform visually well in foreground detection. However, no current algorithm seems to emerge and to be able to simultaneously address all the key challenges that accompany real-world videos. This is due, in part, to the absence of a rigorous quantitative evaluation with synthetic and realistic large-scale dataset with accurate ground truth providing a balanced coverage of the range of challenges present in the real world. In this context, this work aims to initiate a rigorous and comprehensive review of RPCA-PCP based methods for testing and ranking existing algorithms for foreground detection. For this, we first review the recent developments in the field of RPCA solved via Principal Component Pursuit. Furthermore, we investigate how these methods are solved and if incremental algorithms and real-time implementations can be achieved for foreground detection. Finally, experimental results on the Background Models Challenge (BMC) dataset which contains different synthetic and real datasets show the comparative performance of these recent methods." @default.
• W2091741383 created "2016-06-24" @default.
• W2091741383 creator A5015169388 @default.
• W2091741383 creator A5046143134 @default.
• W2091741383 date "2014-05-01" @default.
• W2091741383 modified "2023-09-29" @default.
• W2091741383 title "Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance" @default.
• W2091741383 cites W102168194 @default.
• W2091741383 cites W106426340 @default.
• W2091741383 cites W12498472 @default.
• W2091741383 cites W1513013675 @default.
• W2091741383 cites W1584759658 @default.
• W2091741383 cites W1874745161 @default.
• W2091741383 cites W1963524043 @default.
• W2091741383 cites W1968518889 @default.
• W2091741383 cites W1970833585 @default.
• W2091741383 cites W1976632974 @default.
• W2091741383 cites W1978276805 @default.
• W2091741383 cites W1987423623 @default.
• W2091741383 cites W2025736252 @default.
• W2091741383 cites W2030449681 @default.
• W2091741383 cites W2031993275 @default.
• W2091741383 cites W2042554576 @default.
• W2091741383 cites W2044670824 @default.
• W2091741383 cites W2045983409 @default.
• W2091741383 cites W2068178468 @default.
• W2091741383 cites W2083138589 @default.
• W2091741383 cites W2102188949 @default.
• W2091741383 cites W2110323469 @default.
• W2091741383 cites W2111221242 @default.
• W2091741383 cites W2140151376 @default.
• W2091741383 cites W2142058898 @default.
• W2091741383 cites W2143068965 @default.
• W2091741383 cites W2148290050 @default.
• W2091741383 cites W2149142337 @default.
• W2091741383 cites W2150489380 @default.
• W2091741383 cites W2158445689 @default.
• W2091741383 cites W2166978545 @default.
• W2091741383 cites W2316304551 @default.
• W2091741383 cites W2963935595 @default.
• W2091741383 cites W2964304544 @default.
• W2091741383 cites W3104624268 @default.
• W2091741383 cites W3104984874 @default.
• W2091741383 cites W39179609 @default.
• W2091741383 cites W4253140037 @default.
• W2091741383 doi "https://doi.org/10.1016/j.cviu.2013.11.009" @default.
• W2091741383 hasPublicationYear "2014" @default.
• W2091741383 type Work @default.
• W2091741383 sameAs 2091741383 @default.
• W2091741383 citedByCount "398" @default.
• W2091741383 countsByYear W20917413832014 @default.
• W2091741383 countsByYear W20917413832015 @default.
• W2091741383 countsByYear W20917413832016 @default.
• W2091741383 countsByYear W20917413832017 @default.
• W2091741383 countsByYear W20917413832018 @default.
• W2091741383 countsByYear W20917413832019 @default.
• W2091741383 countsByYear W20917413832020 @default.
• W2091741383 countsByYear W20917413832021 @default.
• W2091741383 countsByYear W20917413832022 @default.
• W2091741383 countsByYear W20917413832023 @default.
• W2091741383 crossrefType "journal-article" @default.
• W2091741383 hasAuthorship W2091741383A5015169388 @default.
• W2091741383 hasAuthorship W2091741383A5046143134 @default.
• W2091741383 hasConcept C121332964 @default.
• W2091741383 hasConcept C153180895 @default.
• W2091741383 hasConcept C154945302 @default.
• W2091741383 hasConcept C168167062 @default.
• W2091741383 hasConcept C27438332 @default.
• W2091741383 hasConcept C2777749129 @default.
• W2091741383 hasConcept C31972630 @default.
• W2091741383 hasConcept C41008148 @default.
• W2091741383 hasConcept C97355855 @default.
• W2091741383 hasConceptScore W2091741383C121332964 @default.
• W2091741383 hasConceptScore W2091741383C153180895 @default.
• W2091741383 hasConceptScore W2091741383C154945302 @default.
• W2091741383 hasConceptScore W2091741383C168167062 @default.
• W2091741383 hasConceptScore W2091741383C27438332 @default.
• W2091741383 hasConceptScore W2091741383C2777749129 @default.
• W2091741383 hasConceptScore W2091741383C31972630 @default.
• W2091741383 hasConceptScore W2091741383C41008148 @default.
• W2091741383 hasConceptScore W2091741383C97355855 @default.
• W2091741383 hasLocation W20917413831 @default.
• W2091741383 hasLocation W20917413832 @default.
• W2091741383 hasOpenAccess W2091741383 @default.
• W2091741383 hasPrimaryLocation W20917413831 @default.
• W2091741383 hasRelatedWork W127732203 @default.
• W2091741383 hasRelatedWork W1488165778 @default.
• W2091741383 hasRelatedWork W2028998628 @default.
• W2091741383 hasRelatedWork W2085553065 @default.
• W2091741383 hasRelatedWork W2364535454 @default.
• W2091741383 hasRelatedWork W2380927352 @default.
• W2091741383 hasRelatedWork W3048981730 @default.
• W2091741383 hasRelatedWork W3178621026 @default.
• W2091741383 hasRelatedWork W4211209597 @default.
• W2091741383 hasRelatedWork W2137598809 @default.
• W2091741383 hasVolume "122" @default.
• W2091741383 isParatext "false" @default.
• W2091741383 isRetracted "false" @default.

• next