FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2611619657> ?p ?o ?g. }

• W2611619657 endingPage "2949" @default.
• W2611619657 startingPage "2940" @default.
• W2611619657 abstract "Most spectral mixture analyses in the literature overlook the spatial correlation of neighborhood pixels. The main contribution of this paper is to consider the impacts of both spatial and spectral information prior to endmember (EM) extraction algorithms. Hence, we take advantage of a top-down over-segmentation algorithm in combination with fuzzy c-means (FCM) clustering to identify spatially homogenous over-segments with minimum spectral variability and high spatial correlation. FCM provides a soft segmentation while its partial membership matrix is exploited to calculate a novel local entropy criterion (LEC) at pixels seated in homogenous over-segments. Afterwards, by performing an adaptive threshold per homogenous over-segment, pixels with high LEC values which have high certainty to associate with only one class are selected as pure ones. LEC calculations lead to preserving level of unmixing accuracy while speeding up EM extraction. This subject is important for large images particularly with real-time limitations. With respect to experiments accomplished on synthetic and AVIRIS hyperspectral images, clustering, over-segmentation, and entropy preprocessing has a simple and fast framework while it relatively outperforms the state-of-the-art procedures in terms of extraction accuracy and computing time." @default.
• W2611619657 created "2017-05-12" @default.
• W2611619657 creator A5013686661 @default.
• W2611619657 creator A5026041687 @default.
• W2611619657 creator A5040092306 @default.
• W2611619657 date "2017-06-01" @default.
• W2611619657 modified "2023-09-27" @default.
• W2611619657 title "Hybrid Preprocessing Algorithm for Endmember Extraction Using Clustering, Over-Segmentation, and Local Entropy Criterion" @default.
• W2611619657 cites W1576357034 @default.
• W2611619657 cites W1923622064 @default.
• W2611619657 cites W1976615758 @default.
• W2611619657 cites W2029786966 @default.
• W2611619657 cites W2032861822 @default.
• W2611619657 cites W2033529478 @default.
• W2611619657 cites W2050041778 @default.
• W2611619657 cites W2059976262 @default.
• W2611619657 cites W2070424424 @default.
• W2611619657 cites W2070452328 @default.
• W2611619657 cites W2070781258 @default.
• W2611619657 cites W2071898616 @default.
• W2611619657 cites W2085625911 @default.
• W2611619657 cites W2095343758 @default.
• W2611619657 cites W2097153652 @default.
• W2611619657 cites W2098295833 @default.
• W2611619657 cites W2102159812 @default.
• W2611619657 cites W2117741752 @default.
• W2611619657 cites W2127062304 @default.
• W2611619657 cites W2128090514 @default.
• W2611619657 cites W2130939260 @default.
• W2611619657 cites W2135076825 @default.
• W2611619657 cites W2144188273 @default.
• W2611619657 cites W2153885347 @default.
• W2611619657 cites W2156220628 @default.
• W2611619657 cites W2157321686 @default.
• W2611619657 cites W2162480849 @default.
• W2611619657 cites W2163886442 @default.
• W2611619657 cites W2165755981 @default.
• W2611619657 cites W2167428023 @default.
• W2611619657 cites W2336230670 @default.
• W2611619657 cites W2336417938 @default.
• W2611619657 cites W2342880667 @default.
• W2611619657 cites W2512351403 @default.
• W2611619657 cites W3101195009 @default.
• W2611619657 cites W3104040694 @default.
• W2611619657 cites W4233760599 @default.
• W2611619657 doi "https://doi.org/10.1109/jstars.2017.2694439" @default.
• W2611619657 hasPublicationYear "2017" @default.
• W2611619657 type Work @default.
• W2611619657 sameAs 2611619657 @default.
• W2611619657 citedByCount "13" @default.
• W2611619657 countsByYear W26116196572018 @default.
• W2611619657 countsByYear W26116196572019 @default.
• W2611619657 countsByYear W26116196572020 @default.
• W2611619657 countsByYear W26116196572021 @default.
• W2611619657 countsByYear W26116196572022 @default.
• W2611619657 crossrefType "journal-article" @default.
• W2611619657 hasAuthorship W2611619657A5013686661 @default.
• W2611619657 hasAuthorship W2611619657A5026041687 @default.
• W2611619657 hasAuthorship W2611619657A5040092306 @default.
• W2611619657 hasConcept C105611402 @default.
• W2611619657 hasConcept C106301342 @default.
• W2611619657 hasConcept C11413529 @default.
• W2611619657 hasConcept C121332964 @default.
• W2611619657 hasConcept C124504099 @default.
• W2611619657 hasConcept C153180895 @default.
• W2611619657 hasConcept C154945302 @default.
• W2611619657 hasConcept C159078339 @default.
• W2611619657 hasConcept C160633673 @default.
• W2611619657 hasConcept C34736171 @default.
• W2611619657 hasConcept C41008148 @default.
• W2611619657 hasConcept C58237817 @default.
• W2611619657 hasConcept C62520636 @default.
• W2611619657 hasConcept C73555534 @default.
• W2611619657 hasConcept C89600930 @default.
• W2611619657 hasConceptScore W2611619657C105611402 @default.
• W2611619657 hasConceptScore W2611619657C106301342 @default.
• W2611619657 hasConceptScore W2611619657C11413529 @default.
• W2611619657 hasConceptScore W2611619657C121332964 @default.
• W2611619657 hasConceptScore W2611619657C124504099 @default.
• W2611619657 hasConceptScore W2611619657C153180895 @default.
• W2611619657 hasConceptScore W2611619657C154945302 @default.
• W2611619657 hasConceptScore W2611619657C159078339 @default.
• W2611619657 hasConceptScore W2611619657C160633673 @default.
• W2611619657 hasConceptScore W2611619657C34736171 @default.
• W2611619657 hasConceptScore W2611619657C41008148 @default.
• W2611619657 hasConceptScore W2611619657C58237817 @default.
• W2611619657 hasConceptScore W2611619657C62520636 @default.
• W2611619657 hasConceptScore W2611619657C73555534 @default.
• W2611619657 hasConceptScore W2611619657C89600930 @default.
• W2611619657 hasIssue "6" @default.
• W2611619657 hasLocation W26116196571 @default.
• W2611619657 hasOpenAccess W2611619657 @default.
• W2611619657 hasPrimaryLocation W26116196571 @default.
• W2611619657 hasRelatedWork W1582206143 @default.
• W2611619657 hasRelatedWork W2040756827 @default.
• W2611619657 hasRelatedWork W2051769241 @default.
• W2611619657 hasRelatedWork W2094596373 @default.
• W2611619657 hasRelatedWork W2120480074 @default.

• next