FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3143308704> ?p ?o ?g. }

• W3143308704 endingPage "23" @default.
• W3143308704 startingPage "1" @default.
• W3143308704 abstract "This paper focuses on a fundamental question in Wi-Fi-based gesture recognition: Can we use the knowledge learned from some users to perform gesture recognition for others?. This problem is also known as cross-target recognition. It arises in many practical deployments of Wi-Fi-based gesture recognition where it is prohibitively expensive to collect training data from every single user. We present CrossGR, a low-cost cross-target gesture recognition system. As a departure from existing approaches, CrossGR does not require prior knowledge (such as who is currently performing a gesture) of the target user. Instead, CrossGR employs a deep neural network to extract user-agnostic but gesture-related Wi-Fi signal characteristics to perform gesture recognition. To provide sufficient training data to build an effective deep learning model, CrossGR employs a generative adversarial network to automatically generate many synthetic training data from a small set of real-world examples collected from a small number of users. Such a strategy allows CrossGR to minimize the user involvement and the associated cost in collecting training examples for building an accurate gesture recognition system. We evaluate CrossGR by applying it to perform gesture recognition across 10 users and 15 gestures. Experimental results show that CrossGR achieves an accuracy of over 82.6% (up to 99.75%). We demonstrate that CrossGR delivers comparable recognition accuracy, but uses an order of magnitude less training samples collected from the end-users when compared to state-of-the-art recognition systems." @default.
• W3143308704 created "2021-04-13" @default.
• W3143308704 creator A5008322853 @default.
• W3143308704 creator A5032748496 @default.
• W3143308704 creator A5037117576 @default.
• W3143308704 creator A5063644329 @default.
• W3143308704 creator A5069158506 @default.
• W3143308704 creator A5075558824 @default.
• W3143308704 creator A5083959011 @default.
• W3143308704 date "2021-03-19" @default.
• W3143308704 modified "2023-10-14" @default.
• W3143308704 title "CrossGR" @default.
• W3143308704 cites W1966672755 @default.
• W3143308704 cites W2002261403 @default.
• W3143308704 cites W2065726711 @default.
• W3143308704 cites W2095396347 @default.
• W3143308704 cites W2129045955 @default.
• W3143308704 cites W2141336889 @default.
• W3143308704 cites W2172292165 @default.
• W3143308704 cites W2410789432 @default.
• W3143308704 cites W2467368527 @default.
• W3143308704 cites W2508522990 @default.
• W3143308704 cites W2517331439 @default.
• W3143308704 cites W2592884824 @default.
• W3143308704 cites W2593768305 @default.
• W3143308704 cites W2594230123 @default.
• W3143308704 cites W2611241975 @default.
• W3143308704 cites W2626807326 @default.
• W3143308704 cites W2765354204 @default.
• W3143308704 cites W2769039400 @default.
• W3143308704 cites W2794782869 @default.
• W3143308704 cites W2794843057 @default.
• W3143308704 cites W2820000974 @default.
• W3143308704 cites W2865154361 @default.
• W3143308704 cites W2884532811 @default.
• W3143308704 cites W2896542121 @default.
• W3143308704 cites W2897132279 @default.
• W3143308704 cites W2901622658 @default.
• W3143308704 cites W2902024067 @default.
• W3143308704 cites W2904106524 @default.
• W3143308704 cites W2944172587 @default.
• W3143308704 cites W2950821050 @default.
• W3143308704 cites W2963073614 @default.
• W3143308704 cites W2984081625 @default.
• W3143308704 cites W2997437965 @default.
• W3143308704 cites W3012910746 @default.
• W3143308704 cites W3125751566 @default.
• W3143308704 cites W4231137968 @default.
• W3143308704 cites W4253510307 @default.
• W3143308704 doi "https://doi.org/10.1145/3448100" @default.
• W3143308704 hasPublicationYear "2021" @default.
• W3143308704 type Work @default.
• W3143308704 sameAs 3143308704 @default.
• W3143308704 citedByCount "7" @default.
• W3143308704 countsByYear W31433087042021 @default.
• W3143308704 countsByYear W31433087042022 @default.
• W3143308704 countsByYear W31433087042023 @default.
• W3143308704 crossrefType "journal-article" @default.
• W3143308704 hasAuthorship W3143308704A5008322853 @default.
• W3143308704 hasAuthorship W3143308704A5032748496 @default.
• W3143308704 hasAuthorship W3143308704A5037117576 @default.
• W3143308704 hasAuthorship W3143308704A5063644329 @default.
• W3143308704 hasAuthorship W3143308704A5069158506 @default.
• W3143308704 hasAuthorship W3143308704A5075558824 @default.
• W3143308704 hasAuthorship W3143308704A5083959011 @default.
• W3143308704 hasBestOaLocation W31433087042 @default.
• W3143308704 hasConcept C107457646 @default.
• W3143308704 hasConcept C108583219 @default.
• W3143308704 hasConcept C119857082 @default.
• W3143308704 hasConcept C153180895 @default.
• W3143308704 hasConcept C154945302 @default.
• W3143308704 hasConcept C159437735 @default.
• W3143308704 hasConcept C177264268 @default.
• W3143308704 hasConcept C199360897 @default.
• W3143308704 hasConcept C207347870 @default.
• W3143308704 hasConcept C28490314 @default.
• W3143308704 hasConcept C2988773926 @default.
• W3143308704 hasConcept C41008148 @default.
• W3143308704 hasConceptScore W3143308704C107457646 @default.
• W3143308704 hasConceptScore W3143308704C108583219 @default.
• W3143308704 hasConceptScore W3143308704C119857082 @default.
• W3143308704 hasConceptScore W3143308704C153180895 @default.
• W3143308704 hasConceptScore W3143308704C154945302 @default.
• W3143308704 hasConceptScore W3143308704C159437735 @default.
• W3143308704 hasConceptScore W3143308704C177264268 @default.
• W3143308704 hasConceptScore W3143308704C199360897 @default.
• W3143308704 hasConceptScore W3143308704C207347870 @default.
• W3143308704 hasConceptScore W3143308704C28490314 @default.
• W3143308704 hasConceptScore W3143308704C2988773926 @default.
• W3143308704 hasConceptScore W3143308704C41008148 @default.
• W3143308704 hasIssue "1" @default.
• W3143308704 hasLocation W31433087041 @default.
• W3143308704 hasLocation W31433087042 @default.
• W3143308704 hasOpenAccess W3143308704 @default.
• W3143308704 hasPrimaryLocation W31433087041 @default.
• W3143308704 hasRelatedWork W205653368 @default.
• W3143308704 hasRelatedWork W2108037013 @default.
• W3143308704 hasRelatedWork W2530058850 @default.

• next