FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2054598106> ?p ?o ?g. }

• W2054598106 endingPage "7837" @default.
• W2054598106 startingPage "7821" @default.
• W2054598106 abstract "Traditional unsupervised classification algorithms for remote-sensing images, such as k-means (KM), have been widely used for massive data sets due to their simplicity and high efficiency. However, they do not usually take the interaction between neighbouring pixels into account, but only take individual pixels as the elements for clustering and classification. According to Tobler’s first law of geography, everything is related to everything else, but near things are more related than distant things. To make use of the spatial interaction between pixels, the cellular automata method can be employed to improve the accuracy of image classification. In cellular automata theory, the state of a cell at the next moment is determined by its current state and that of its neighbours. In traditional cellular automata methods, which are based on a standard neighbour configuration, even if the influence of neighbouring cells on the central cell is measured, the weights of these influences are the same. Hence, this article proposes an improved cellular automata method for image classification by allowing the cellular automata to diffuse in a geometrical circle, and by measuring the influence of the neighbouring cells using a fuzzy membership function. The proposed classifier was tested with typical Landsat Enhanced Thematic Mapper Plus (ETM+) and high-resolution images. The experiments reveal that the new classifier can achieve better results, in terms of overall accuracy and kappa coefficient, than cellular automata classifier based on Moore type (CAS), KM, and fuzzy c-means." @default.
• W2054598106 created "2016-06-24" @default.
• W2054598106 creator A5003126304 @default.
• W2054598106 creator A5020932593 @default.
• W2054598106 creator A5030896223 @default.
• W2054598106 creator A5046552547 @default.
• W2054598106 creator A5053755980 @default.
• W2054598106 creator A5055640195 @default.
• W2054598106 date "2013-09-05" @default.
• W2054598106 modified "2023-09-26" @default.
• W2054598106 title "An unsupervised classifier for remote-sensing imagery based on improved cellular automata" @default.
• W2054598106 cites W1503979119 @default.
• W2054598106 cites W1963847195 @default.
• W2054598106 cites W1973724465 @default.
• W2054598106 cites W1973749534 @default.
• W2054598106 cites W1973880112 @default.
• W2054598106 cites W1992438193 @default.
• W2054598106 cites W1996589354 @default.
• W2054598106 cites W2001074431 @default.
• W2054598106 cites W2008585232 @default.
• W2054598106 cites W2010524426 @default.
• W2054598106 cites W2011325881 @default.
• W2054598106 cites W2015372511 @default.
• W2054598106 cites W2019324764 @default.
• W2054598106 cites W2042306223 @default.
• W2054598106 cites W2042709218 @default.
• W2054598106 cites W2043246928 @default.
• W2054598106 cites W2059207693 @default.
• W2054598106 cites W2069231830 @default.
• W2054598106 cites W2073849744 @default.
• W2054598106 cites W2113076747 @default.
• W2054598106 cites W2127802986 @default.
• W2054598106 cites W2129050033 @default.
• W2054598106 cites W2146452782 @default.
• W2054598106 cites W2149230623 @default.
• W2054598106 cites W2164800951 @default.
• W2054598106 cites W2175159455 @default.
• W2054598106 doi "https://doi.org/10.1080/01431161.2013.822596" @default.
• W2054598106 hasPublicationYear "2013" @default.
• W2054598106 type Work @default.
• W2054598106 sameAs 2054598106 @default.
• W2054598106 citedByCount "6" @default.
• W2054598106 countsByYear W20545981062017 @default.
• W2054598106 countsByYear W20545981062019 @default.
• W2054598106 countsByYear W20545981062020 @default.
• W2054598106 countsByYear W20545981062021 @default.
• W2054598106 countsByYear W20545981062023 @default.
• W2054598106 crossrefType "journal-article" @default.
• W2054598106 hasAuthorship W2054598106A5003126304 @default.
• W2054598106 hasAuthorship W2054598106A5020932593 @default.
• W2054598106 hasAuthorship W2054598106A5030896223 @default.
• W2054598106 hasAuthorship W2054598106A5046552547 @default.
• W2054598106 hasAuthorship W2054598106A5053755980 @default.
• W2054598106 hasAuthorship W2054598106A5055640195 @default.
• W2054598106 hasConcept C115961682 @default.
• W2054598106 hasConcept C124101348 @default.
• W2054598106 hasConcept C153180895 @default.
• W2054598106 hasConcept C154945302 @default.
• W2054598106 hasConcept C160633673 @default.
• W2054598106 hasConcept C205649164 @default.
• W2054598106 hasConcept C2775938548 @default.
• W2054598106 hasConcept C2778102629 @default.
• W2054598106 hasConcept C35527583 @default.
• W2054598106 hasConcept C41008148 @default.
• W2054598106 hasConcept C58166 @default.
• W2054598106 hasConcept C58640448 @default.
• W2054598106 hasConcept C62649853 @default.
• W2054598106 hasConcept C73555534 @default.
• W2054598106 hasConcept C75294576 @default.
• W2054598106 hasConcept C93692415 @default.
• W2054598106 hasConcept C95623464 @default.
• W2054598106 hasConceptScore W2054598106C115961682 @default.
• W2054598106 hasConceptScore W2054598106C124101348 @default.
• W2054598106 hasConceptScore W2054598106C153180895 @default.
• W2054598106 hasConceptScore W2054598106C154945302 @default.
• W2054598106 hasConceptScore W2054598106C160633673 @default.
• W2054598106 hasConceptScore W2054598106C205649164 @default.
• W2054598106 hasConceptScore W2054598106C2775938548 @default.
• W2054598106 hasConceptScore W2054598106C2778102629 @default.
• W2054598106 hasConceptScore W2054598106C35527583 @default.
• W2054598106 hasConceptScore W2054598106C41008148 @default.
• W2054598106 hasConceptScore W2054598106C58166 @default.
• W2054598106 hasConceptScore W2054598106C58640448 @default.
• W2054598106 hasConceptScore W2054598106C62649853 @default.
• W2054598106 hasConceptScore W2054598106C73555534 @default.
• W2054598106 hasConceptScore W2054598106C75294576 @default.
• W2054598106 hasConceptScore W2054598106C93692415 @default.
• W2054598106 hasConceptScore W2054598106C95623464 @default.
• W2054598106 hasIssue "21" @default.
• W2054598106 hasLocation W20545981061 @default.
• W2054598106 hasOpenAccess W2054598106 @default.
• W2054598106 hasPrimaryLocation W20545981061 @default.
• W2054598106 hasRelatedWork W2006134060 @default.
• W2054598106 hasRelatedWork W2081935566 @default.
• W2054598106 hasRelatedWork W2163817528 @default.
• W2054598106 hasRelatedWork W2407655494 @default.
• W2054598106 hasRelatedWork W2549006548 @default.
• W2054598106 hasRelatedWork W2807311372 @default.

• next