FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2972480129> ?p ?o ?g. }

• W2972480129 endingPage "406" @default.
• W2972480129 startingPage "391" @default.
• W2972480129 abstract "Anomaly detection is of great importance among hyperspectral applications, which aims at locating targets that are spectrally different from their surrounding background. A variety of anomaly detection methods have been proposed in the past. However, most of them fail to take the high spectral correlations of all the pixels into consideration. Low-rank representation (LRR) has drawn a great deal of interest in recent years, as a promising model to exploit the intrinsic low-rank property of hyperspectral images. Nevertheless, the original LRR model only analyzes the spectral signatures without taking advantage of the valuable spatial information in hyperspectral images. Furthermore, it has been shown that the local geometrical information of the hyperspectral data is also important for discrimination between the anomalies and background pixels. In this article, we incorporate the graph regularization and total variation (TV) regularization into the LRR formulation and propose a novel anomaly detection method based on graph and TV regularized LRR (GTVLRR) model, to preserve the local geometrical structure and spatial relationships in hyperspectral images. Extensive experiments have been conducted on both simulated and real hyperspectral data sets. The experimental results demonstrate the superiority of the proposed method over conventional and state-of-the-art anomaly detection methods." @default.
• W2972480129 created "2019-09-19" @default.
• W2972480129 creator A5051478296 @default.
• W2972480129 creator A5076569259 @default.
• W2972480129 date "2020-01-01" @default.
• W2972480129 modified "2023-10-17" @default.
• W2972480129 title "Graph and Total Variation Regularized Low-Rank Representation for Hyperspectral Anomaly Detection" @default.
• W2972480129 cites W1964570608 @default.
• W2972480129 cites W1988177629 @default.
• W2972480129 cites W1990953362 @default.
• W2972480129 cites W1997201895 @default.
• W2972480129 cites W2001141328 @default.
• W2972480129 cites W2001515539 @default.
• W2972480129 cites W2004491663 @default.
• W2972480129 cites W2011181254 @default.
• W2972480129 cites W2017014096 @default.
• W2972480129 cites W2037034832 @default.
• W2972480129 cites W2040078680 @default.
• W2972480129 cites W2042442393 @default.
• W2972480129 cites W2047519171 @default.
• W2972480129 cites W2047870694 @default.
• W2972480129 cites W2048976066 @default.
• W2972480129 cites W2053186076 @default.
• W2972480129 cites W2063069198 @default.
• W2972480129 cites W2067782748 @default.
• W2972480129 cites W2070424424 @default.
• W2972480129 cites W2097381359 @default.
• W2972480129 cites W2097915756 @default.
• W2972480129 cites W2098392363 @default.
• W2972480129 cites W2103559027 @default.
• W2972480129 cites W2103972604 @default.
• W2972480129 cites W2107799335 @default.
• W2972480129 cites W2116793806 @default.
• W2972480129 cites W2118384613 @default.
• W2972480129 cites W2124267685 @default.
• W2972480129 cites W2124463804 @default.
• W2972480129 cites W2127495569 @default.
• W2972480129 cites W2140245639 @default.
• W2972480129 cites W2144719328 @default.
• W2972480129 cites W2145962650 @default.
• W2972480129 cites W2146820417 @default.
• W2972480129 cites W2159966040 @default.
• W2972480129 cites W2163129097 @default.
• W2972480129 cites W2163816481 @default.
• W2972480129 cites W2163957348 @default.
• W2972480129 cites W2165447611 @default.
• W2972480129 cites W2167320870 @default.
• W2972480129 cites W2262946425 @default.
• W2972480129 cites W2288752886 @default.
• W2972480129 cites W2295576075 @default.
• W2972480129 cites W2303627748 @default.
• W2972480129 cites W2326057689 @default.
• W2972480129 cites W2756635220 @default.
• W2972480129 cites W2782517596 @default.
• W2972480129 cites W2898121906 @default.
• W2972480129 cites W2962898849 @default.
• W2972480129 cites W4292363360 @default.
• W2972480129 doi "https://doi.org/10.1109/tgrs.2019.2936609" @default.
• W2972480129 hasPublicationYear "2020" @default.
• W2972480129 type Work @default.
• W2972480129 sameAs 2972480129 @default.
• W2972480129 citedByCount "82" @default.
• W2972480129 countsByYear W29724801292020 @default.
• W2972480129 countsByYear W29724801292021 @default.
• W2972480129 countsByYear W29724801292022 @default.
• W2972480129 countsByYear W29724801292023 @default.
• W2972480129 crossrefType "journal-article" @default.
• W2972480129 hasAuthorship W2972480129A5051478296 @default.
• W2972480129 hasAuthorship W2972480129A5076569259 @default.
• W2972480129 hasConcept C114614502 @default.
• W2972480129 hasConcept C132525143 @default.
• W2972480129 hasConcept C153180895 @default.
• W2972480129 hasConcept C154945302 @default.
• W2972480129 hasConcept C159078339 @default.
• W2972480129 hasConcept C164226766 @default.
• W2972480129 hasConcept C33923547 @default.
• W2972480129 hasConcept C41008148 @default.
• W2972480129 hasConcept C739882 @default.
• W2972480129 hasConcept C80444323 @default.
• W2972480129 hasConceptScore W2972480129C114614502 @default.
• W2972480129 hasConceptScore W2972480129C132525143 @default.
• W2972480129 hasConceptScore W2972480129C153180895 @default.
• W2972480129 hasConceptScore W2972480129C154945302 @default.
• W2972480129 hasConceptScore W2972480129C159078339 @default.
• W2972480129 hasConceptScore W2972480129C164226766 @default.
• W2972480129 hasConceptScore W2972480129C33923547 @default.
• W2972480129 hasConceptScore W2972480129C41008148 @default.
• W2972480129 hasConceptScore W2972480129C739882 @default.
• W2972480129 hasConceptScore W2972480129C80444323 @default.
• W2972480129 hasFunder F4320321001 @default.
• W2972480129 hasIssue "1" @default.
• W2972480129 hasLocation W29724801291 @default.
• W2972480129 hasOpenAccess W2972480129 @default.
• W2972480129 hasPrimaryLocation W29724801291 @default.
• W2972480129 hasRelatedWork W1869808405 @default.
• W2972480129 hasRelatedWork W2028628118 @default.
• W2972480129 hasRelatedWork W2031007444 @default.
• W2972480129 hasRelatedWork W2775464024 @default.

• next