FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313892968> ?p ?o ?g. }

• W4313892968 endingPage "1236" @default.
• W4313892968 startingPage "1223" @default.
• W4313892968 abstract "Recently, super-resolution (SR) tasks for single hyperspectral images have been extensively investigated and significant progress has been made by introducing advanced deep learning-based methods. However, hyperspectral image SR is still a challenging problem because of the numerous narrow and successive spectral bands of hyperspectral images. Existing methods adopt the group reconstruction mode to avoid the unbearable computational complexity brought by the high spectral dimensionality. Nevertheless, the group data lose the spectral responses in other ranges and preserve the information redundancy caused by continuous and similar spectrograms, thus containing too little information. In this paper, we propose a novel single hyperspectral image SR method named GSSR, which pioneers the exploration of tweaking spectral band sequence to improve the reconstruction effect. Specifically, we design the group shuffle that leverages interval sampling to produce new groups for separating adjacent and extremely similar bands. In this way, each group of data has more varied spectral responses and less redundant information. After the group shuffle, the spectral-spatial feature fusion block is employed to exploit the spectral-spatial features. To compensate for the adjustment of spectral order by the group shuffle, the local spectral continuity constraint module is subsequently appended to constrain the features for ensuring the spectral continuity. Experimental results on both natural and remote sensing hyperspectral images demonstrate that the proposed method achieves the best performance compared to the state-of-the-art methods." @default.
• W4313892968 created "2023-01-10" @default.
• W4313892968 creator A5021381864 @default.
• W4313892968 creator A5040010053 @default.
• W4313892968 creator A5050827965 @default.
• W4313892968 creator A5079920999 @default.
• W4313892968 creator A5087165831 @default.
• W4313892968 date "2022-01-01" @default.
• W4313892968 modified "2023-10-13" @default.
• W4313892968 title "Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution" @default.
• W4313892968 cites W1885185971 @default.
• W4313892968 cites W1988386267 @default.
• W4313892968 cites W2055225600 @default.
• W4313892968 cites W2077865152 @default.
• W4313892968 cites W2100109944 @default.
• W4313892968 cites W2214802144 @default.
• W4313892968 cites W2242218935 @default.
• W4313892968 cites W2476548250 @default.
• W4313892968 cites W2494274259 @default.
• W4313892968 cites W2588000623 @default.
• W4313892968 cites W2615706402 @default.
• W4313892968 cites W2747898905 @default.
• W4313892968 cites W2761176843 @default.
• W4313892968 cites W2767522909 @default.
• W4313892968 cites W2773850265 @default.
• W4313892968 cites W2898062170 @default.
• W4313892968 cites W2902482012 @default.
• W4313892968 cites W2931993473 @default.
• W4313892968 cites W2954930822 @default.
• W4313892968 cites W2963372104 @default.
• W4313892968 cites W2963470893 @default.
• W4313892968 cites W2963820951 @default.
• W4313892968 cites W2966907728 @default.
• W4313892968 cites W2979880570 @default.
• W4313892968 cites W2983590628 @default.
• W4313892968 cites W2984765964 @default.
• W4313892968 cites W3027120144 @default.
• W4313892968 cites W3035280441 @default.
• W4313892968 cites W3102745911 @default.
• W4313892968 cites W3109953061 @default.
• W4313892968 cites W3124196789 @default.
• W4313892968 cites W3136032573 @default.
• W4313892968 cites W3166727904 @default.
• W4313892968 cites W3202277597 @default.
• W4313892968 cites W4205852334 @default.
• W4313892968 cites W4211018321 @default.
• W4313892968 cites W4285202680 @default.
• W4313892968 doi "https://doi.org/10.1109/tci.2023.3235153" @default.
• W4313892968 hasPublicationYear "2022" @default.
• W4313892968 type Work @default.
• W4313892968 citedByCount "2" @default.
• W4313892968 countsByYear W43138929682023 @default.
• W4313892968 crossrefType "journal-article" @default.
• W4313892968 hasAuthorship W4313892968A5021381864 @default.
• W4313892968 hasAuthorship W4313892968A5040010053 @default.
• W4313892968 hasAuthorship W4313892968A5050827965 @default.
• W4313892968 hasAuthorship W4313892968A5079920999 @default.
• W4313892968 hasAuthorship W4313892968A5087165831 @default.
• W4313892968 hasConcept C111919701 @default.
• W4313892968 hasConcept C114700698 @default.
• W4313892968 hasConcept C121332964 @default.
• W4313892968 hasConcept C124967146 @default.
• W4313892968 hasConcept C1276947 @default.
• W4313892968 hasConcept C152124472 @default.
• W4313892968 hasConcept C153180895 @default.
• W4313892968 hasConcept C154945302 @default.
• W4313892968 hasConcept C159078339 @default.
• W4313892968 hasConcept C205372480 @default.
• W4313892968 hasConcept C205649164 @default.
• W4313892968 hasConcept C31972630 @default.
• W4313892968 hasConcept C33923547 @default.
• W4313892968 hasConcept C41008148 @default.
• W4313892968 hasConcept C4839761 @default.
• W4313892968 hasConcept C62649853 @default.
• W4313892968 hasConcept C78660771 @default.
• W4313892968 hasConceptScore W4313892968C111919701 @default.
• W4313892968 hasConceptScore W4313892968C114700698 @default.
• W4313892968 hasConceptScore W4313892968C121332964 @default.
• W4313892968 hasConceptScore W4313892968C124967146 @default.
• W4313892968 hasConceptScore W4313892968C1276947 @default.
• W4313892968 hasConceptScore W4313892968C152124472 @default.
• W4313892968 hasConceptScore W4313892968C153180895 @default.
• W4313892968 hasConceptScore W4313892968C154945302 @default.
• W4313892968 hasConceptScore W4313892968C159078339 @default.
• W4313892968 hasConceptScore W4313892968C205372480 @default.
• W4313892968 hasConceptScore W4313892968C205649164 @default.
• W4313892968 hasConceptScore W4313892968C31972630 @default.
• W4313892968 hasConceptScore W4313892968C33923547 @default.
• W4313892968 hasConceptScore W4313892968C41008148 @default.
• W4313892968 hasConceptScore W4313892968C4839761 @default.
• W4313892968 hasConceptScore W4313892968C62649853 @default.
• W4313892968 hasConceptScore W4313892968C78660771 @default.
• W4313892968 hasFunder F4320321001 @default.
• W4313892968 hasLocation W43138929681 @default.
• W4313892968 hasOpenAccess W4313892968 @default.
• W4313892968 hasPrimaryLocation W43138929681 @default.
• W4313892968 hasRelatedWork W2025039112 @default.
• W4313892968 hasRelatedWork W2043646035 @default.

• next