Matches in SemOpenAlex for { <https://semopenalex.org/work/W2166253169> ?p ?o ?g. }
- W2166253169 abstract "A novel approach is presented for synthetic aperture radar (SAR) image segmentation. By incorporating the advantages of maximally stable extremal regions (MSER) algorithm and spectral clustering (SC) method, the proposed approach provides effective and robust segmentation. First, the input image is transformed from a pixel-based to a region-based model by using the MSER algorithm. The input image after MSER procedure is composed of some disjoint regions. Then the regions are treated as nodes in the image plane, and a graph structure is applied to represent them. Finally, the improved SC is used to perform globally optimal clustering, by which the result of image segmentation can be generated. To avoid some incorrect partitioning when considering each region as one graph node, we assign different numbers of nodes to represent the regions according to area ratios among the regions. In addition, K-harmonic means instead of K-means is applied in the improved SC procedure in order to raise its stability and performance. Experimental results show that the proposed approach is effective on SAR image segmentation and has the advantage of calculating quickly." @default.
- W2166253169 created "2016-06-24" @default.
- W2166253169 creator A5010234425 @default.
- W2166253169 creator A5017207660 @default.
- W2166253169 creator A5017945433 @default.
- W2166253169 date "2012-04-16" @default.
- W2166253169 modified "2023-10-15" @default.
- W2166253169 title "SAR image segmentation using MSER and improved spectral clustering" @default.
- W2166253169 cites W1637517007 @default.
- W2166253169 cites W1995613086 @default.
- W2166253169 cites W2029235040 @default.
- W2166253169 cites W2039934205 @default.
- W2166253169 cites W2098777834 @default.
- W2166253169 cites W2101744728 @default.
- W2166253169 cites W2113137767 @default.
- W2166253169 cites W2113156691 @default.
- W2166253169 cites W2115780431 @default.
- W2166253169 cites W2116810533 @default.
- W2166253169 cites W2121947440 @default.
- W2166253169 cites W2131846894 @default.
- W2166253169 cites W2136825928 @default.
- W2166253169 cites W2142026865 @default.
- W2166253169 cites W2143516773 @default.
- W2166253169 cites W2153797875 @default.
- W2166253169 cites W2177274842 @default.
- W2166253169 doi "https://doi.org/10.1186/1687-6180-2012-83" @default.
- W2166253169 hasPublicationYear "2012" @default.
- W2166253169 type Work @default.
- W2166253169 sameAs 2166253169 @default.
- W2166253169 citedByCount "10" @default.
- W2166253169 countsByYear W21662531692013 @default.
- W2166253169 countsByYear W21662531692014 @default.
- W2166253169 countsByYear W21662531692015 @default.
- W2166253169 countsByYear W21662531692017 @default.
- W2166253169 countsByYear W21662531692018 @default.
- W2166253169 countsByYear W21662531692020 @default.
- W2166253169 countsByYear W21662531692021 @default.
- W2166253169 crossrefType "journal-article" @default.
- W2166253169 hasAuthorship W2166253169A5010234425 @default.
- W2166253169 hasAuthorship W2166253169A5017207660 @default.
- W2166253169 hasAuthorship W2166253169A5017945433 @default.
- W2166253169 hasBestOaLocation W21662531691 @default.
- W2166253169 hasConcept C105611402 @default.
- W2166253169 hasConcept C11413529 @default.
- W2166253169 hasConcept C114614502 @default.
- W2166253169 hasConcept C115961682 @default.
- W2166253169 hasConcept C124504099 @default.
- W2166253169 hasConcept C132525143 @default.
- W2166253169 hasConcept C153180895 @default.
- W2166253169 hasConcept C154945302 @default.
- W2166253169 hasConcept C160633673 @default.
- W2166253169 hasConcept C25694479 @default.
- W2166253169 hasConcept C31972630 @default.
- W2166253169 hasConcept C33923547 @default.
- W2166253169 hasConcept C41008148 @default.
- W2166253169 hasConcept C42314347 @default.
- W2166253169 hasConcept C45340560 @default.
- W2166253169 hasConcept C65885262 @default.
- W2166253169 hasConcept C67561299 @default.
- W2166253169 hasConcept C73555534 @default.
- W2166253169 hasConcept C80444323 @default.
- W2166253169 hasConcept C87360688 @default.
- W2166253169 hasConcept C89600930 @default.
- W2166253169 hasConceptScore W2166253169C105611402 @default.
- W2166253169 hasConceptScore W2166253169C11413529 @default.
- W2166253169 hasConceptScore W2166253169C114614502 @default.
- W2166253169 hasConceptScore W2166253169C115961682 @default.
- W2166253169 hasConceptScore W2166253169C124504099 @default.
- W2166253169 hasConceptScore W2166253169C132525143 @default.
- W2166253169 hasConceptScore W2166253169C153180895 @default.
- W2166253169 hasConceptScore W2166253169C154945302 @default.
- W2166253169 hasConceptScore W2166253169C160633673 @default.
- W2166253169 hasConceptScore W2166253169C25694479 @default.
- W2166253169 hasConceptScore W2166253169C31972630 @default.
- W2166253169 hasConceptScore W2166253169C33923547 @default.
- W2166253169 hasConceptScore W2166253169C41008148 @default.
- W2166253169 hasConceptScore W2166253169C42314347 @default.
- W2166253169 hasConceptScore W2166253169C45340560 @default.
- W2166253169 hasConceptScore W2166253169C65885262 @default.
- W2166253169 hasConceptScore W2166253169C67561299 @default.
- W2166253169 hasConceptScore W2166253169C73555534 @default.
- W2166253169 hasConceptScore W2166253169C80444323 @default.
- W2166253169 hasConceptScore W2166253169C87360688 @default.
- W2166253169 hasConceptScore W2166253169C89600930 @default.
- W2166253169 hasIssue "1" @default.
- W2166253169 hasLocation W21662531691 @default.
- W2166253169 hasOpenAccess W2166253169 @default.
- W2166253169 hasPrimaryLocation W21662531691 @default.
- W2166253169 hasRelatedWork W11130107 @default.
- W2166253169 hasRelatedWork W1514982293 @default.
- W2166253169 hasRelatedWork W2044548884 @default.
- W2166253169 hasRelatedWork W2069711651 @default.
- W2166253169 hasRelatedWork W2074857711 @default.
- W2166253169 hasRelatedWork W2384989255 @default.
- W2166253169 hasRelatedWork W2566648451 @default.
- W2166253169 hasRelatedWork W2897195263 @default.
- W2166253169 hasRelatedWork W3169504557 @default.
- W2166253169 hasRelatedWork W4361265312 @default.
- W2166253169 hasVolume "2012" @default.
- W2166253169 isParatext "false" @default.