FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2804528682> ?p ?o ?g. }

• W2804528682 endingPage "4015" @default.
• W2804528682 startingPage "4002" @default.
• W2804528682 abstract "High spatial resolution (HSR) remote sensing images provide detailed geometric information about land cover. As a result, it is possible to detect more subtle changes with the help of HSR images. However, due to the increased spatial resolution and the limited spectral information, it is difficult to identify the real changes only through the spectral feature of the image. To fully explore the spectral–spatial information and improve the change detection performance for HSR images, this paper proposes the hybrid conditional random field (HCRF) model, which combines the traditional random field method with an object-based technique. In the proposed method, the spectral discriminative information of a single pixel is extracted by the unary potential, which is modeled using a soft clustering method to make an initial separation of changed and unchanged pixels. The pairwise potential then considers the contextual information of adjacent pixels to favor spatial smoothing. An object term is also introduced in the HCRF model to keep the homogeneity of changed objects. By the use of these approaches, the oversmoothing problem of the random field-based methods and the detection error caused by the segmentation strategy in the object-based methods can be relieved. The proposed method was tested on three HSR image data sets and outperformed the compared state-of-the-art techniques." @default.
• W2804528682 created "2018-06-01" @default.
• W2804528682 creator A5029735814 @default.
• W2804528682 creator A5036283525 @default.
• W2804528682 creator A5041081010 @default.
• W2804528682 creator A5075903928 @default.
• W2804528682 date "2018-07-01" @default.
• W2804528682 modified "2023-10-08" @default.
• W2804528682 title "Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery" @default.
• W2804528682 cites W1528789833 @default.
• W2804528682 cites W159072944 @default.
• W2804528682 cites W1939429412 @default.
• W2804528682 cites W1964803612 @default.
• W2804528682 cites W1968232416 @default.
• W2804528682 cites W1972814520 @default.
• W2804528682 cites W1979061792 @default.
• W2804528682 cites W1984792953 @default.
• W2804528682 cites W1995653526 @default.
• W2804528682 cites W1998595580 @default.
• W2804528682 cites W2006383776 @default.
• W2804528682 cites W2011572981 @default.
• W2804528682 cites W2020999234 @default.
• W2804528682 cites W2034644270 @default.
• W2804528682 cites W2036632898 @default.
• W2804528682 cites W2036798369 @default.
• W2804528682 cites W2053677366 @default.
• W2804528682 cites W2060276164 @default.
• W2804528682 cites W2078571032 @default.
• W2804528682 cites W2085289201 @default.
• W2804528682 cites W2085529604 @default.
• W2804528682 cites W2097924260 @default.
• W2804528682 cites W2099712288 @default.
• W2804528682 cites W2100335098 @default.
• W2804528682 cites W2102265725 @default.
• W2804528682 cites W2104374858 @default.
• W2804528682 cites W2117513046 @default.
• W2804528682 cites W2118116484 @default.
• W2804528682 cites W2124189704 @default.
• W2804528682 cites W2124260943 @default.
• W2804528682 cites W2133059825 @default.
• W2804528682 cites W2138516811 @default.
• W2804528682 cites W2140023211 @default.
• W2804528682 cites W2143516773 @default.
• W2804528682 cites W2151214862 @default.
• W2804528682 cites W2151646056 @default.
• W2804528682 cites W2152438175 @default.
• W2804528682 cites W2154451793 @default.
• W2804528682 cites W2154624311 @default.
• W2804528682 cites W2157026765 @default.
• W2804528682 cites W2158698691 @default.
• W2804528682 cites W2159377629 @default.
• W2804528682 cites W2160544350 @default.
• W2804528682 cites W2162703409 @default.
• W2804528682 cites W2166229804 @default.
• W2804528682 cites W2233501099 @default.
• W2804528682 cites W2278390009 @default.
• W2804528682 cites W2323766577 @default.
• W2804528682 cites W2343614411 @default.
• W2804528682 cites W2411643563 @default.
• W2804528682 cites W2462287208 @default.
• W2804528682 cites W2547416268 @default.
• W2804528682 cites W2570014326 @default.
• W2804528682 cites W2595902385 @default.
• W2804528682 cites W2601202827 @default.
• W2804528682 cites W2771635595 @default.
• W2804528682 doi "https://doi.org/10.1109/tgrs.2018.2819367" @default.
• W2804528682 hasPublicationYear "2018" @default.
• W2804528682 type Work @default.
• W2804528682 sameAs 2804528682 @default.
• W2804528682 citedByCount "55" @default.
• W2804528682 countsByYear W28045286822019 @default.
• W2804528682 countsByYear W28045286822020 @default.
• W2804528682 countsByYear W28045286822021 @default.
• W2804528682 countsByYear W28045286822022 @default.
• W2804528682 countsByYear W28045286822023 @default.
• W2804528682 crossrefType "journal-article" @default.
• W2804528682 hasAuthorship W2804528682A5029735814 @default.
• W2804528682 hasAuthorship W2804528682A5036283525 @default.
• W2804528682 hasAuthorship W2804528682A5041081010 @default.
• W2804528682 hasAuthorship W2804528682A5075903928 @default.
• W2804528682 hasConcept C127313418 @default.
• W2804528682 hasConcept C152565575 @default.
• W2804528682 hasConcept C154945302 @default.
• W2804528682 hasConcept C202444582 @default.
• W2804528682 hasConcept C203595873 @default.
• W2804528682 hasConcept C205372480 @default.
• W2804528682 hasConcept C33923547 @default.
• W2804528682 hasConcept C41008148 @default.
• W2804528682 hasConcept C62649853 @default.
• W2804528682 hasConcept C9652623 @default.
• W2804528682 hasConceptScore W2804528682C127313418 @default.
• W2804528682 hasConceptScore W2804528682C152565575 @default.
• W2804528682 hasConceptScore W2804528682C154945302 @default.
• W2804528682 hasConceptScore W2804528682C202444582 @default.
• W2804528682 hasConceptScore W2804528682C203595873 @default.
• W2804528682 hasConceptScore W2804528682C205372480 @default.
• W2804528682 hasConceptScore W2804528682C33923547 @default.
• W2804528682 hasConceptScore W2804528682C41008148 @default.

• next