FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3196386914> ?p ?o ?g. }

• W3196386914 abstract "Image-driven smart urban sensing (ISUS) has emerged as a powerful sensing paradigm to capture abundant visual information about the urban environment for intelligent city monitoring, planning, and management. In this paper, we focus on a Classification and Super-resolution Coupling (CSC) problem in ISUS applications, where the goal is to explore the interdependence between two critical tasks (i.e., classification and super-resolution) to concurrently boost the Quality of Service (QoS) of both tasks. Previous efforts often focus on solving the two tasks individually and ignore the opportunity to explore the interdependence between them. In this paper, we develop SuperClass, a deep duo-task learning framework, to effectively integrate the classification and super-resolution tasks into a holistic network design that jointly optimizes the QoS of both tasks. The evaluation results on a real-world ISUS application show that SuperClass consistently outperforms state-of-the-art baselines by simultaneously achieving better land usage classification accuracy and higher reconstructed image quality." @default.
• W3196386914 created "2021-09-13" @default.
• W3196386914 creator A5022802322 @default.
• W3196386914 creator A5025156730 @default.
• W3196386914 creator A5046454314 @default.
• W3196386914 creator A5051511394 @default.
• W3196386914 creator A5074191748 @default.
• W3196386914 date "2021-06-25" @default.
• W3196386914 modified "2023-09-24" @default.
• W3196386914 title "SuperClass: A Deep Duo-Task Learning Approach to Improving QoS in Image-driven Smart Urban Sensing Applications" @default.
• W3196386914 cites W1930824406 @default.
• W3196386914 cites W2102621306 @default.
• W3196386914 cites W2558780243 @default.
• W3196386914 cites W2602572945 @default.
• W3196386914 cites W2608596745 @default.
• W3196386914 cites W2737202447 @default.
• W3196386914 cites W2792955223 @default.
• W3196386914 cites W2795024892 @default.
• W3196386914 cites W2919046835 @default.
• W3196386914 cites W2928992292 @default.
• W3196386914 cites W2938366133 @default.
• W3196386914 cites W2962785568 @default.
• W3196386914 cites W2963123301 @default.
• W3196386914 cites W2964060609 @default.
• W3196386914 cites W2986795095 @default.
• W3196386914 cites W2996801518 @default.
• W3196386914 cites W3007955788 @default.
• W3196386914 cites W3014154663 @default.
• W3196386914 cites W3047412441 @default.
• W3196386914 cites W3047567221 @default.
• W3196386914 cites W3092175403 @default.
• W3196386914 cites W3140823068 @default.
• W3196386914 doi "https://doi.org/10.1109/iwqos52092.2021.9521332" @default.
• W3196386914 hasPublicationYear "2021" @default.
• W3196386914 type Work @default.
• W3196386914 sameAs 3196386914 @default.
• W3196386914 citedByCount "2" @default.
• W3196386914 countsByYear W31963869142022 @default.
• W3196386914 crossrefType "proceedings-article" @default.
• W3196386914 hasAuthorship W3196386914A5022802322 @default.
• W3196386914 hasAuthorship W3196386914A5025156730 @default.
• W3196386914 hasAuthorship W3196386914A5046454314 @default.
• W3196386914 hasAuthorship W3196386914A5051511394 @default.
• W3196386914 hasAuthorship W3196386914A5074191748 @default.
• W3196386914 hasConcept C111472728 @default.
• W3196386914 hasConcept C119857082 @default.
• W3196386914 hasConcept C120665830 @default.
• W3196386914 hasConcept C121332964 @default.
• W3196386914 hasConcept C127413603 @default.
• W3196386914 hasConcept C136264566 @default.
• W3196386914 hasConcept C138885662 @default.
• W3196386914 hasConcept C154945302 @default.
• W3196386914 hasConcept C162324750 @default.
• W3196386914 hasConcept C175154964 @default.
• W3196386914 hasConcept C192209626 @default.
• W3196386914 hasConcept C201995342 @default.
• W3196386914 hasConcept C205372480 @default.
• W3196386914 hasConcept C2779530757 @default.
• W3196386914 hasConcept C2780378061 @default.
• W3196386914 hasConcept C2780451532 @default.
• W3196386914 hasConcept C31258907 @default.
• W3196386914 hasConcept C41008148 @default.
• W3196386914 hasConcept C5119721 @default.
• W3196386914 hasConcept C79403827 @default.
• W3196386914 hasConceptScore W3196386914C111472728 @default.
• W3196386914 hasConceptScore W3196386914C119857082 @default.
• W3196386914 hasConceptScore W3196386914C120665830 @default.
• W3196386914 hasConceptScore W3196386914C121332964 @default.
• W3196386914 hasConceptScore W3196386914C127413603 @default.
• W3196386914 hasConceptScore W3196386914C136264566 @default.
• W3196386914 hasConceptScore W3196386914C138885662 @default.
• W3196386914 hasConceptScore W3196386914C154945302 @default.
• W3196386914 hasConceptScore W3196386914C162324750 @default.
• W3196386914 hasConceptScore W3196386914C175154964 @default.
• W3196386914 hasConceptScore W3196386914C192209626 @default.
• W3196386914 hasConceptScore W3196386914C201995342 @default.
• W3196386914 hasConceptScore W3196386914C205372480 @default.
• W3196386914 hasConceptScore W3196386914C2779530757 @default.
• W3196386914 hasConceptScore W3196386914C2780378061 @default.
• W3196386914 hasConceptScore W3196386914C2780451532 @default.
• W3196386914 hasConceptScore W3196386914C31258907 @default.
• W3196386914 hasConceptScore W3196386914C41008148 @default.
• W3196386914 hasConceptScore W3196386914C5119721 @default.
• W3196386914 hasConceptScore W3196386914C79403827 @default.
• W3196386914 hasFunder F4320306076 @default.
• W3196386914 hasFunder F4320338281 @default.
• W3196386914 hasLocation W31963869141 @default.
• W3196386914 hasOpenAccess W3196386914 @default.
• W3196386914 hasPrimaryLocation W31963869141 @default.
• W3196386914 hasRelatedWork W12016155 @default.
• W3196386914 hasRelatedWork W12070778 @default.
• W3196386914 hasRelatedWork W12170741 @default.
• W3196386914 hasRelatedWork W13538861 @default.
• W3196386914 hasRelatedWork W1768435 @default.
• W3196386914 hasRelatedWork W5835750 @default.
• W3196386914 hasRelatedWork W7177339 @default.
• W3196386914 hasRelatedWork W8945613 @default.
• W3196386914 hasRelatedWork W9218159 @default.
• W3196386914 hasRelatedWork W4825420 @default.
• W3196386914 isParatext "false" @default.

• next