FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2794640507> ?p ?o ?g. }

• W2794640507 endingPage "38" @default.
• W2794640507 startingPage "24" @default.
• W2794640507 abstract "Abstract Recently the graph-based semi-supervised classification arouses vast amount of interest in remote sensing as it can utilize only a few labeled samples and large numbers of unlabeled samples to enhance the classification accuracy on various types of terrains. However in most of the conventional methods, multiple features (e.g. the scattering components, texture, color, etc) are concatenate together into a long vector for graph construction and classification. This not only ignores the physical attribute of features, but also causes so-called curse of dimensionality and limits the performances of classification. Inspired by the multi-view machine learning, we propose a spatial multi-attribute graph model and rank the attributes of polarimetric synthetic aperture radar (PolSAR) data for terrain classification in this paper. It firstly constructs multiple graphs according to the physical attributes of the groups of features based on different similarity metrics, then automatically optimizes a balanced weight for each graph and combines the spatial information between pixels for label propagation and classification. Since it takes into account of the physical properties from PolSAR data for feature fusion and graph construction, the mechanically feature stacking and curse of dimensionality can be avoided. Experimental results on synthesized PolSAR data and real ones show enhanced classification accuracy of the proposed method compared with state-of-the-art graph-based methods when only a small number of labeled samples are available. Our empirical studies also indicate that the covariance matrix play predominant roles for PolSAR classification." @default.
• W2794640507 created "2018-04-06" @default.
• W2794640507 creator A5017247607 @default.
• W2794640507 creator A5045855708 @default.
• W2794640507 creator A5050630882 @default.
• W2794640507 creator A5077622519 @default.
• W2794640507 creator A5080902896 @default.
• W2794640507 date "2018-07-01" @default.
• W2794640507 modified "2023-10-16" @default.
• W2794640507 title "Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data" @default.
• W2794640507 cites W1964141569 @default.
• W2794640507 cites W1972691633 @default.
• W2794640507 cites W2007689604 @default.
• W2794640507 cites W2008509935 @default.
• W2794640507 cites W2008826820 @default.
• W2794640507 cites W2024807719 @default.
• W2794640507 cites W2030180421 @default.
• W2794640507 cites W2052190325 @default.
• W2794640507 cites W2067922550 @default.
• W2794640507 cites W2073842936 @default.
• W2794640507 cites W2083885588 @default.
• W2794640507 cites W2085789144 @default.
• W2794640507 cites W2089256130 @default.
• W2794640507 cites W2121348175 @default.
• W2794640507 cites W2132012856 @default.
• W2794640507 cites W2133989913 @default.
• W2794640507 cites W2135725275 @default.
• W2794640507 cites W2166486067 @default.
• W2794640507 cites W2166782149 @default.
• W2794640507 cites W2167260052 @default.
• W2794640507 cites W2167309519 @default.
• W2794640507 cites W2169042894 @default.
• W2794640507 cites W2287307828 @default.
• W2794640507 cites W2288628559 @default.
• W2794640507 cites W2303906805 @default.
• W2794640507 doi "https://doi.org/10.1016/j.asoc.2018.03.029" @default.
• W2794640507 hasPublicationYear "2018" @default.
• W2794640507 type Work @default.
• W2794640507 sameAs 2794640507 @default.
• W2794640507 citedByCount "15" @default.
• W2794640507 countsByYear W27946405072018 @default.
• W2794640507 countsByYear W27946405072019 @default.
• W2794640507 countsByYear W27946405072020 @default.
• W2794640507 countsByYear W27946405072021 @default.
• W2794640507 countsByYear W27946405072022 @default.
• W2794640507 countsByYear W27946405072023 @default.
• W2794640507 crossrefType "journal-article" @default.
• W2794640507 hasAuthorship W2794640507A5017247607 @default.
• W2794640507 hasAuthorship W2794640507A5045855708 @default.
• W2794640507 hasAuthorship W2794640507A5050630882 @default.
• W2794640507 hasAuthorship W2794640507A5077622519 @default.
• W2794640507 hasAuthorship W2794640507A5080902896 @default.
• W2794640507 hasConcept C120665830 @default.
• W2794640507 hasConcept C121332964 @default.
• W2794640507 hasConcept C124101348 @default.
• W2794640507 hasConcept C127313418 @default.
• W2794640507 hasConcept C132525143 @default.
• W2794640507 hasConcept C153180895 @default.
• W2794640507 hasConcept C154945302 @default.
• W2794640507 hasConcept C161840515 @default.
• W2794640507 hasConcept C191486275 @default.
• W2794640507 hasConcept C205649164 @default.
• W2794640507 hasConcept C28493345 @default.
• W2794640507 hasConcept C41008148 @default.
• W2794640507 hasConcept C58640448 @default.
• W2794640507 hasConcept C62649853 @default.
• W2794640507 hasConcept C80444323 @default.
• W2794640507 hasConceptScore W2794640507C120665830 @default.
• W2794640507 hasConceptScore W2794640507C121332964 @default.
• W2794640507 hasConceptScore W2794640507C124101348 @default.
• W2794640507 hasConceptScore W2794640507C127313418 @default.
• W2794640507 hasConceptScore W2794640507C132525143 @default.
• W2794640507 hasConceptScore W2794640507C153180895 @default.
• W2794640507 hasConceptScore W2794640507C154945302 @default.
• W2794640507 hasConceptScore W2794640507C161840515 @default.
• W2794640507 hasConceptScore W2794640507C191486275 @default.
• W2794640507 hasConceptScore W2794640507C205649164 @default.
• W2794640507 hasConceptScore W2794640507C28493345 @default.
• W2794640507 hasConceptScore W2794640507C41008148 @default.
• W2794640507 hasConceptScore W2794640507C58640448 @default.
• W2794640507 hasConceptScore W2794640507C62649853 @default.
• W2794640507 hasConceptScore W2794640507C80444323 @default.
• W2794640507 hasFunder F4320321001 @default.
• W2794640507 hasLocation W27946405071 @default.
• W2794640507 hasOpenAccess W2794640507 @default.
• W2794640507 hasPrimaryLocation W27946405071 @default.
• W2794640507 hasRelatedWork W1646470408 @default.
• W2794640507 hasRelatedWork W1984460663 @default.
• W2794640507 hasRelatedWork W2060549965 @default.
• W2794640507 hasRelatedWork W2073587635 @default.
• W2794640507 hasRelatedWork W2101388447 @default.
• W2794640507 hasRelatedWork W2108227783 @default.
• W2794640507 hasRelatedWork W2119010721 @default.
• W2794640507 hasRelatedWork W2138813620 @default.
• W2794640507 hasRelatedWork W2545834334 @default.
• W2794640507 hasRelatedWork W2618633804 @default.
• W2794640507 hasVolume "68" @default.
• W2794640507 isParatext "false" @default.

• next