FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2036534688> ?p ?o ?g. }

• W2036534688 endingPage "1132" @default.
• W2036534688 startingPage "1117" @default.
• W2036534688 abstract "The objective of this study is to combine multiple images of a scene acquired by different sensors to create a new image with all important information from the input images. Recent studies show that bases trained using Independent Component Analysis (ICA) is effective in multisensor fusion and has improved performance over traditional wavelet approaches. In the ICA based fusion, the coefficients of the input images are combined simply by selecting the coefficients with maximum magnitude. But this method resulted in fused images with poor contrast, due to the distortion introduced in constant background areas. The performance of ICA based fusion can be greatly improved by using a region based approach with intelligent decision making in order to choose the significant regions in the source images. Hence, a new region based image fusion algorithm for combining visible and Infrared (IR) images using Independent Component Analysis and Support Vector Machines (SVM) is proposed. Region based joint segmentation of the source images is carried out in the spatial domain and important features of each region are computed in spatial and transform domain. A Support Vector Machine is trained to select the regions from the source images with significant features and the corresponding ICA coefficients are combined to form the fused ICA representation. The proposed algorithm is applied to different sets of multimodal images to validate the robustness of the algorithm and compared with some standard image fusion methods. The fusion results demonstrate that the proposed scheme performs better than the state-of-the-art image fusion methods and show a significant improvement in Entropy, Petrovic and Piella evaluation metrics." @default.
• W2036534688 created "2016-06-24" @default.
• W2036534688 creator A5011702939 @default.
• W2036534688 creator A5051485406 @default.
• W2036534688 creator A5085279611 @default.
• W2036534688 date "2013-09-01" @default.
• W2036534688 modified "2023-10-18" @default.
• W2036534688 title "IMPROVING INDEPENDENT COMPONENT ANALYSIS USING SUPPORT VECTOR MACHINES FOR MULTIMODAL IMAGE FUSION" @default.
• W2036534688 cites W1563899710 @default.
• W2036534688 cites W1869391892 @default.
• W2036534688 cites W1970302834 @default.
• W2036534688 cites W1996355918 @default.
• W2036534688 cites W2008056655 @default.
• W2036534688 cites W2026651590 @default.
• W2036534688 cites W2034134581 @default.
• W2036534688 cites W2035848186 @default.
• W2036534688 cites W2091484864 @default.
• W2036534688 cites W2103504761 @default.
• W2036534688 cites W2105987318 @default.
• W2036534688 cites W2115755118 @default.
• W2036534688 cites W2119875270 @default.
• W2036534688 cites W2120626801 @default.
• W2036534688 cites W2121219287 @default.
• W2036534688 cites W2123649031 @default.
• W2036534688 cites W2136825928 @default.
• W2036534688 cites W2139896607 @default.
• W2036534688 cites W2141224535 @default.
• W2036534688 cites W2147044389 @default.
• W2036534688 cites W2153868441 @default.
• W2036534688 cites W2163815151 @default.
• W2036534688 cites W2166827404 @default.
• W2036534688 cites W2168809519 @default.
• W2036534688 cites W575889657 @default.
• W2036534688 cites W2028555274 @default.
• W2036534688 doi "https://doi.org/10.3844/jcssp.2013.1117.1132" @default.
• W2036534688 hasPublicationYear "2013" @default.
• W2036534688 type Work @default.
• W2036534688 sameAs 2036534688 @default.
• W2036534688 citedByCount "6" @default.
• W2036534688 countsByYear W20365346882015 @default.
• W2036534688 countsByYear W20365346882019 @default.
• W2036534688 countsByYear W20365346882020 @default.
• W2036534688 countsByYear W20365346882021 @default.
• W2036534688 crossrefType "journal-article" @default.
• W2036534688 hasAuthorship W2036534688A5011702939 @default.
• W2036534688 hasAuthorship W2036534688A5051485406 @default.
• W2036534688 hasAuthorship W2036534688A5085279611 @default.
• W2036534688 hasBestOaLocation W20365346881 @default.
• W2036534688 hasConcept C104317684 @default.
• W2036534688 hasConcept C115961682 @default.
• W2036534688 hasConcept C12267149 @default.
• W2036534688 hasConcept C138885662 @default.
• W2036534688 hasConcept C153180895 @default.
• W2036534688 hasConcept C154945302 @default.
• W2036534688 hasConcept C158525013 @default.
• W2036534688 hasConcept C185592680 @default.
• W2036534688 hasConcept C196216189 @default.
• W2036534688 hasConcept C2778971668 @default.
• W2036534688 hasConcept C31972630 @default.
• W2036534688 hasConcept C41008148 @default.
• W2036534688 hasConcept C41895202 @default.
• W2036534688 hasConcept C47432892 @default.
• W2036534688 hasConcept C51432778 @default.
• W2036534688 hasConcept C55493867 @default.
• W2036534688 hasConcept C63479239 @default.
• W2036534688 hasConcept C69744172 @default.
• W2036534688 hasConceptScore W2036534688C104317684 @default.
• W2036534688 hasConceptScore W2036534688C115961682 @default.
• W2036534688 hasConceptScore W2036534688C12267149 @default.
• W2036534688 hasConceptScore W2036534688C138885662 @default.
• W2036534688 hasConceptScore W2036534688C153180895 @default.
• W2036534688 hasConceptScore W2036534688C154945302 @default.
• W2036534688 hasConceptScore W2036534688C158525013 @default.
• W2036534688 hasConceptScore W2036534688C185592680 @default.
• W2036534688 hasConceptScore W2036534688C196216189 @default.
• W2036534688 hasConceptScore W2036534688C2778971668 @default.
• W2036534688 hasConceptScore W2036534688C31972630 @default.
• W2036534688 hasConceptScore W2036534688C41008148 @default.
• W2036534688 hasConceptScore W2036534688C41895202 @default.
• W2036534688 hasConceptScore W2036534688C47432892 @default.
• W2036534688 hasConceptScore W2036534688C51432778 @default.
• W2036534688 hasConceptScore W2036534688C55493867 @default.
• W2036534688 hasConceptScore W2036534688C63479239 @default.
• W2036534688 hasConceptScore W2036534688C69744172 @default.
• W2036534688 hasIssue "9" @default.
• W2036534688 hasLocation W20365346881 @default.
• W2036534688 hasOpenAccess W2036534688 @default.
• W2036534688 hasPrimaryLocation W20365346881 @default.
• W2036534688 hasRelatedWork W2001850158 @default.
• W2036534688 hasRelatedWork W2009279213 @default.
• W2036534688 hasRelatedWork W2021277706 @default.
• W2036534688 hasRelatedWork W2033959099 @default.
• W2036534688 hasRelatedWork W2106752348 @default.
• W2036534688 hasRelatedWork W2349027074 @default.
• W2036534688 hasRelatedWork W2364296829 @default.
• W2036534688 hasRelatedWork W2387809053 @default.
• W2036534688 hasRelatedWork W2388838478 @default.
• W2036534688 hasRelatedWork W2389771559 @default.

• next