FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4213251100> ?p ?o ?g. }

• W4213251100 endingPage "18" @default.
• W4213251100 startingPage "1" @default.
• W4213251100 abstract "The extent of the area covered by polar sea ice is an important indicator of global climate change. Continuous monitoring of Arctic sea ice concentration (SIC) primarily relies on passive microwave images. However, passive microwave images have coarse spatial resolution, resulting in SIC production with significant blurring at the ice–water divides. In this article, a novel multi-image super-resolution (MISR) network called progressive multiscale deformable residual network (PMDRnet) is proposed to improve the spatial resolution of sea ice passive microwave images according to the characteristics of both passive microwave images and sea ice motions. To achieve image alignment with complex and large Arctic sea ice motions, we design a novel alignment module that includes a progressive alignment strategy and a multiscale deformable convolution alignment unit. In addition, the temporal attention mechanism is used to adaptively fuse the effective spatiotemporal information across image sequence. The sea ice-related loss function is designed to provide more detailed sea ice information of the network to improve super-resolution performance and further benefit finer Arctic SIC results. Experimental results demonstrate that PMDRnet significantly outperforms the current state-of-the-art MISR methods and can generate super-resolved SIC products with finer texture features and much sharper sea ice edges. The code and datasets of PMDRnet are available at <uri xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>https://doi.org/10.5061/dryad.k3j9kd590</uri> ." @default.
• W4213251100 created "2022-02-24" @default.
• W4213251100 creator A5000375580 @default.
• W4213251100 creator A5052978193 @default.
• W4213251100 creator A5056910001 @default.
• W4213251100 creator A5072163272 @default.
• W4213251100 date "2022-01-01" @default.
• W4213251100 modified "2023-10-10" @default.
• W4213251100 title "PMDRnet: A Progressive Multiscale Deformable Residual Network for Multi-Image Super-Resolution of AMSR2 Arctic Sea Ice Images" @default.
• W4213251100 cites W1969123802 @default.
• W4213251100 cites W1970003482 @default.
• W4213251100 cites W1970590897 @default.
• W4213251100 cites W1972365410 @default.
• W4213251100 cites W2004953420 @default.
• W4213251100 cites W2068859154 @default.
• W4213251100 cites W2072189936 @default.
• W4213251100 cites W2072610025 @default.
• W4213251100 cites W2114724690 @default.
• W4213251100 cites W2126926806 @default.
• W4213251100 cites W2135681891 @default.
• W4213251100 cites W2136895938 @default.
• W4213251100 cites W2137302082 @default.
• W4213251100 cites W2143909904 @default.
• W4213251100 cites W2145131477 @default.
• W4213251100 cites W2146220215 @default.
• W4213251100 cites W2166566250 @default.
• W4213251100 cites W2194775991 @default.
• W4213251100 cites W2242218935 @default.
• W4213251100 cites W2312680109 @default.
• W4213251100 cites W2320725294 @default.
• W4213251100 cites W2476548250 @default.
• W4213251100 cites W2557227117 @default.
• W4213251100 cites W2588073168 @default.
• W4213251100 cites W2601373854 @default.
• W4213251100 cites W2601564443 @default.
• W4213251100 cites W2607041014 @default.
• W4213251100 cites W2620369751 @default.
• W4213251100 cites W2620751982 @default.
• W4213251100 cites W2744049459 @default.
• W4213251100 cites W2781335552 @default.
• W4213251100 cites W2782522152 @default.
• W4213251100 cites W2791469986 @default.
• W4213251100 cites W2793585103 @default.
• W4213251100 cites W2798664922 @default.
• W4213251100 cites W2923834406 @default.
• W4213251100 cites W2962927175 @default.
• W4213251100 cites W2963372104 @default.
• W4213251100 cites W2963782415 @default.
• W4213251100 cites W2964040059 @default.
• W4213251100 cites W2964621420 @default.
• W4213251100 cites W2965669158 @default.
• W4213251100 cites W2966926453 @default.
• W4213251100 cites W2972752918 @default.
• W4213251100 cites W3000573080 @default.
• W4213251100 cites W3001201412 @default.
• W4213251100 cites W3034475761 @default.
• W4213251100 cites W3035047434 @default.
• W4213251100 cites W3042008420 @default.
• W4213251100 cites W3095671795 @default.
• W4213251100 cites W3103699521 @default.
• W4213251100 cites W3123632567 @default.
• W4213251100 cites W3198884575 @default.
• W4213251100 doi "https://doi.org/10.1109/tgrs.2022.3151623" @default.
• W4213251100 hasPublicationYear "2022" @default.
• W4213251100 type Work @default.
• W4213251100 citedByCount "2" @default.
• W4213251100 countsByYear W42132511002023 @default.
• W4213251100 crossrefType "journal-article" @default.
• W4213251100 hasAuthorship W4213251100A5000375580 @default.
• W4213251100 hasAuthorship W4213251100A5052978193 @default.
• W4213251100 hasAuthorship W4213251100A5056910001 @default.
• W4213251100 hasAuthorship W4213251100A5072163272 @default.
• W4213251100 hasConcept C111368507 @default.
• W4213251100 hasConcept C11413529 @default.
• W4213251100 hasConcept C127313418 @default.
• W4213251100 hasConcept C136894858 @default.
• W4213251100 hasConcept C154945302 @default.
• W4213251100 hasConcept C155512373 @default.
• W4213251100 hasConcept C161798024 @default.
• W4213251100 hasConcept C205372480 @default.
• W4213251100 hasConcept C41008148 @default.
• W4213251100 hasConcept C45347329 @default.
• W4213251100 hasConcept C49204034 @default.
• W4213251100 hasConcept C50644808 @default.
• W4213251100 hasConcept C518008717 @default.
• W4213251100 hasConcept C62649853 @default.
• W4213251100 hasConceptScore W4213251100C111368507 @default.
• W4213251100 hasConceptScore W4213251100C11413529 @default.
• W4213251100 hasConceptScore W4213251100C127313418 @default.
• W4213251100 hasConceptScore W4213251100C136894858 @default.
• W4213251100 hasConceptScore W4213251100C154945302 @default.
• W4213251100 hasConceptScore W4213251100C155512373 @default.
• W4213251100 hasConceptScore W4213251100C161798024 @default.
• W4213251100 hasConceptScore W4213251100C205372480 @default.
• W4213251100 hasConceptScore W4213251100C41008148 @default.
• W4213251100 hasConceptScore W4213251100C45347329 @default.
• W4213251100 hasConceptScore W4213251100C49204034 @default.
• W4213251100 hasConceptScore W4213251100C50644808 @default.

• next