Matches in SemOpenAlex for { <https://semopenalex.org/work/W2290632462> ?p ?o ?g. }
- W2290632462 abstract "In this paper we consider the task of locating salient group-structured features in potentially high-dimensional images; the salient feature detection here is modeled as a Robust Principal Component Analysis problem, in which the aim is to locate groups of outlier columns embedded in an otherwise low rank matrix. We adapt an adaptive compressive sensing method from our own previous work (which examined the task of identifying arbitrary sets of outlier columns in large matrices) to settings where the outlier columns occur in groups, and establish theoretical results certifying that accurate group-structured inference is achievable using very few linear measurements of the image, subject to some (arguably) minor structural assumptions on the image itself. We also demonstrate, through extensive numerical simulations, our proposed algorithm in a salient object detection task, and show that it simultaneously achieves low sample and computational complexity, while exhibiting performance comparable to state-of-the-art methods that acquire and process the entire image." @default.
- W2290632462 created "2016-06-24" @default.
- W2290632462 creator A5011305900 @default.
- W2290632462 creator A5022338996 @default.
- W2290632462 date "2015-12-01" @default.
- W2290632462 modified "2023-09-26" @default.
- W2290632462 title "Locating salient group-structured image features via adaptive compressive sensing" @default.
- W2290632462 cites W1528221211 @default.
- W2290632462 cites W1530431424 @default.
- W2290632462 cites W1751831343 @default.
- W2290632462 cites W1760883005 @default.
- W2290632462 cites W1995168330 @default.
- W2290632462 cites W2002574940 @default.
- W2290632462 cites W2034436892 @default.
- W2290632462 cites W2037954058 @default.
- W2290632462 cites W2039313011 @default.
- W2290632462 cites W2087445541 @default.
- W2290632462 cites W2100470808 @default.
- W2290632462 cites W2111993661 @default.
- W2290632462 cites W2116724443 @default.
- W2290632462 cites W2117301471 @default.
- W2290632462 cites W2122548617 @default.
- W2290632462 cites W2128272608 @default.
- W2290632462 cites W2129638195 @default.
- W2290632462 cites W2133858838 @default.
- W2290632462 cites W2135957164 @default.
- W2290632462 cites W2140654078 @default.
- W2290632462 cites W2145096794 @default.
- W2290632462 cites W2146103513 @default.
- W2290632462 cites W2156686129 @default.
- W2290632462 cites W2157554677 @default.
- W2290632462 cites W2159772167 @default.
- W2290632462 cites W2169041475 @default.
- W2290632462 cites W2208167373 @default.
- W2290632462 cites W2296616510 @default.
- W2290632462 cites W2568283273 @default.
- W2290632462 cites W3124680869 @default.
- W2290632462 doi "https://doi.org/10.1109/globalsip.2015.7418224" @default.
- W2290632462 hasPublicationYear "2015" @default.
- W2290632462 type Work @default.
- W2290632462 sameAs 2290632462 @default.
- W2290632462 citedByCount "8" @default.
- W2290632462 countsByYear W22906324622016 @default.
- W2290632462 countsByYear W22906324622017 @default.
- W2290632462 countsByYear W22906324622020 @default.
- W2290632462 crossrefType "proceedings-article" @default.
- W2290632462 hasAuthorship W2290632462A5011305900 @default.
- W2290632462 hasAuthorship W2290632462A5022338996 @default.
- W2290632462 hasConcept C114614502 @default.
- W2290632462 hasConcept C115961682 @default.
- W2290632462 hasConcept C138885662 @default.
- W2290632462 hasConcept C153180895 @default.
- W2290632462 hasConcept C154945302 @default.
- W2290632462 hasConcept C164226766 @default.
- W2290632462 hasConcept C27438332 @default.
- W2290632462 hasConcept C2776401178 @default.
- W2290632462 hasConcept C2777749129 @default.
- W2290632462 hasConcept C2780719617 @default.
- W2290632462 hasConcept C31972630 @default.
- W2290632462 hasConcept C33923547 @default.
- W2290632462 hasConcept C41008148 @default.
- W2290632462 hasConcept C41895202 @default.
- W2290632462 hasConcept C52622490 @default.
- W2290632462 hasConcept C739882 @default.
- W2290632462 hasConcept C79337645 @default.
- W2290632462 hasConceptScore W2290632462C114614502 @default.
- W2290632462 hasConceptScore W2290632462C115961682 @default.
- W2290632462 hasConceptScore W2290632462C138885662 @default.
- W2290632462 hasConceptScore W2290632462C153180895 @default.
- W2290632462 hasConceptScore W2290632462C154945302 @default.
- W2290632462 hasConceptScore W2290632462C164226766 @default.
- W2290632462 hasConceptScore W2290632462C27438332 @default.
- W2290632462 hasConceptScore W2290632462C2776401178 @default.
- W2290632462 hasConceptScore W2290632462C2777749129 @default.
- W2290632462 hasConceptScore W2290632462C2780719617 @default.
- W2290632462 hasConceptScore W2290632462C31972630 @default.
- W2290632462 hasConceptScore W2290632462C33923547 @default.
- W2290632462 hasConceptScore W2290632462C41008148 @default.
- W2290632462 hasConceptScore W2290632462C41895202 @default.
- W2290632462 hasConceptScore W2290632462C52622490 @default.
- W2290632462 hasConceptScore W2290632462C739882 @default.
- W2290632462 hasConceptScore W2290632462C79337645 @default.
- W2290632462 hasLocation W22906324621 @default.
- W2290632462 hasOpenAccess W2290632462 @default.
- W2290632462 hasPrimaryLocation W22906324621 @default.
- W2290632462 hasRelatedWork W1487371552 @default.
- W2290632462 hasRelatedWork W1530431424 @default.
- W2290632462 hasRelatedWork W1592182572 @default.
- W2290632462 hasRelatedWork W2009869539 @default.
- W2290632462 hasRelatedWork W2041729449 @default.
- W2290632462 hasRelatedWork W2087445541 @default.
- W2290632462 hasRelatedWork W2145962650 @default.
- W2290632462 hasRelatedWork W2157586573 @default.
- W2290632462 hasRelatedWork W2160969477 @default.
- W2290632462 hasRelatedWork W2351399433 @default.
- W2290632462 hasRelatedWork W2405084029 @default.
- W2290632462 hasRelatedWork W2510601019 @default.
- W2290632462 hasRelatedWork W2592867418 @default.
- W2290632462 hasRelatedWork W272277767 @default.
- W2290632462 hasRelatedWork W2810318480 @default.