FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3200311867> ?p ?o ?g. }

• W3200311867 endingPage "131165" @default.
• W3200311867 startingPage "131147" @default.
• W3200311867 abstract "Automatic image over-segmentation into superpixels has attracted increasing attention from researchers to apply it as a pre-processing step for several computer vision applications. In 4D Light Field (LF) imaging, image over-segmentation aims at achieving not only superpixel compactness and accuracy but also cross-view consistency. Due to the high dimensionality of 4D LF images, depth information can be estimated and exploited during the over-segmentation along with spatial and visual appearance features. However, balancing between several hybrid features to generate robust superpixels for different 4D LF images is challenging and not adequately solved in existing solutions. In this paper, an automatic, adaptive, and view-consistent LF over-segmentation method based on normalized LF cues and K-means clustering is proposed. Initially, disparity maps for all LF views are estimated entirely to improve superpixel accuracy and consistency. Afterwards, by using K-means clustering, a 4D LF image is iteratively divided into regular superpixels that adhere to object boundaries and ensure cross-view consistency. Our proposed method can automatically adjust the clustering weights of the various features that characterize each superpixel based on the image content. Quantitative and qualitative results on several 4D LF datasets demonstrate outperforming performance of the proposed method in terms of superpixel accuracy, shape regularity and view consistency when using adaptive clustering weights, compared to the state-of-the-art 4D LF over-segmentation methods." @default.
• W3200311867 created "2021-09-27" @default.
• W3200311867 creator A5003482305 @default.
• W3200311867 creator A5006025912 @default.
• W3200311867 creator A5017239265 @default.
• W3200311867 creator A5044245929 @default.
• W3200311867 date "2021-01-01" @default.
• W3200311867 modified "2023-10-15" @default.
• W3200311867 title "ALFO: Adaptive Light Field Over-Segmentation" @default.
• W3200311867 cites W1502902045 @default.
• W3200311867 cites W2015882799 @default.
• W3200311867 cites W2063366997 @default.
• W3200311867 cites W2064586097 @default.
• W3200311867 cites W2087394854 @default.
• W3200311867 cites W2104125540 @default.
• W3200311867 cites W2118246710 @default.
• W3200311867 cites W2511597623 @default.
• W3200311867 cites W2560403570 @default.
• W3200311867 cites W2575938620 @default.
• W3200311867 cites W2585293115 @default.
• W3200311867 cites W2605910930 @default.
• W3200311867 cites W2734938207 @default.
• W3200311867 cites W2748320878 @default.
• W3200311867 cites W2753630964 @default.
• W3200311867 cites W2793607189 @default.
• W3200311867 cites W2883606943 @default.
• W3200311867 cites W2907868182 @default.
• W3200311867 cites W2909814447 @default.
• W3200311867 cites W2922383923 @default.
• W3200311867 cites W2949362021 @default.
• W3200311867 cites W2961489314 @default.
• W3200311867 cites W2969887100 @default.
• W3200311867 cites W2976334153 @default.
• W3200311867 cites W2987860915 @default.
• W3200311867 cites W2991351086 @default.
• W3200311867 cites W3009731454 @default.
• W3200311867 cites W3012435265 @default.
• W3200311867 cites W3035241330 @default.
• W3200311867 cites W3100219276 @default.
• W3200311867 cites W3185991883 @default.
• W3200311867 doi "https://doi.org/10.1109/access.2021.3114324" @default.
• W3200311867 hasPublicationYear "2021" @default.
• W3200311867 type Work @default.
• W3200311867 sameAs 3200311867 @default.
• W3200311867 citedByCount "3" @default.
• W3200311867 countsByYear W32003118672022 @default.
• W3200311867 countsByYear W32003118672023 @default.
• W3200311867 crossrefType "journal-article" @default.
• W3200311867 hasAuthorship W3200311867A5003482305 @default.
• W3200311867 hasAuthorship W3200311867A5006025912 @default.
• W3200311867 hasAuthorship W3200311867A5017239265 @default.
• W3200311867 hasAuthorship W3200311867A5044245929 @default.
• W3200311867 hasBestOaLocation W32003118671 @default.
• W3200311867 hasConcept C105611402 @default.
• W3200311867 hasConcept C111030470 @default.
• W3200311867 hasConcept C124504099 @default.
• W3200311867 hasConcept C153180895 @default.
• W3200311867 hasConcept C154945302 @default.
• W3200311867 hasConcept C25694479 @default.
• W3200311867 hasConcept C2776436953 @default.
• W3200311867 hasConcept C2781238097 @default.
• W3200311867 hasConcept C31972630 @default.
• W3200311867 hasConcept C41008148 @default.
• W3200311867 hasConcept C65885262 @default.
• W3200311867 hasConcept C73555534 @default.
• W3200311867 hasConcept C89600930 @default.
• W3200311867 hasConceptScore W3200311867C105611402 @default.
• W3200311867 hasConceptScore W3200311867C111030470 @default.
• W3200311867 hasConceptScore W3200311867C124504099 @default.
• W3200311867 hasConceptScore W3200311867C153180895 @default.
• W3200311867 hasConceptScore W3200311867C154945302 @default.
• W3200311867 hasConceptScore W3200311867C25694479 @default.
• W3200311867 hasConceptScore W3200311867C2776436953 @default.
• W3200311867 hasConceptScore W3200311867C2781238097 @default.
• W3200311867 hasConceptScore W3200311867C31972630 @default.
• W3200311867 hasConceptScore W3200311867C41008148 @default.
• W3200311867 hasConceptScore W3200311867C65885262 @default.
• W3200311867 hasConceptScore W3200311867C73555534 @default.
• W3200311867 hasConceptScore W3200311867C89600930 @default.
• W3200311867 hasFunder F4320334779 @default.
• W3200311867 hasLocation W32003118671 @default.
• W3200311867 hasLocation W32003118672 @default.
• W3200311867 hasLocation W32003118673 @default.
• W3200311867 hasOpenAccess W3200311867 @default.
• W3200311867 hasPrimaryLocation W32003118671 @default.
• W3200311867 hasRelatedWork W1507266234 @default.
• W3200311867 hasRelatedWork W1669643531 @default.
• W3200311867 hasRelatedWork W1963494852 @default.
• W3200311867 hasRelatedWork W2019566805 @default.
• W3200311867 hasRelatedWork W2026019026 @default.
• W3200311867 hasRelatedWork W2069711651 @default.
• W3200311867 hasRelatedWork W2117933325 @default.
• W3200311867 hasRelatedWork W2549936415 @default.
• W3200311867 hasRelatedWork W2558375057 @default.
• W3200311867 hasRelatedWork W1967061043 @default.
• W3200311867 hasVolume "9" @default.
• W3200311867 isParatext "false" @default.
• W3200311867 isRetracted "false" @default.

• next