Matches in SemOpenAlex for { <https://semopenalex.org/work/W3161657383> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W3161657383 endingPage "16960" @default.
- W3161657383 startingPage "16945" @default.
- W3161657383 abstract "Touchless hand gesture recognition using radar sensor is considered to be an attractive and effective technique for human-machine interaction. In this paper, we propose a hand gesture recognition approach based-on range-Doppler-angle trajectories and a reused long short-term memory (RLSTM) network using a 77GHz frequency modulated continuous wave (FMCW) multiple-input-multiple-output (MIMO) radar. To overcome amounts of gesture interferences, a gesture desktop is designed and a potential hand gesture detection approach is followed to determine whether it is a potential hand gesture. If the gesture happens in the assumed gesture desktop, the range-Doppler-angle trajectories are extracted by using the discretize Fourier transform (DFT), multiple signal classification (MUSIC) algorithm and the Kalman filtering. These signatures cannot only significantly reduce the dimension for the following neural network but also exploit the three dimensional information provided by the MIMO radar. Finally, a LSTM network with the reused forward propagation approach is proposed to exploit the spatial, temporal and Doppler information and simplify the network architecture. The experimental results show that the proposed approach can achieve an average accuracy of 99.4% and recognize a new person's hand gestures with an average accuracy of 98.0% for 9 hand gestures." @default.
- W3161657383 created "2021-05-24" @default.
- W3161657383 creator A5037049019 @default.
- W3161657383 creator A5056241163 @default.
- W3161657383 date "2021-08-01" @default.
- W3161657383 modified "2023-10-18" @default.
- W3161657383 title "Hand Gesture Recognition Based on Trajectories Features and Computation-Efficient Reused LSTM Network" @default.
- W3161657383 cites W2171576754 @default.
- W3161657383 cites W2219948256 @default.
- W3161657383 cites W2536305597 @default.
- W3161657383 cites W2618129497 @default.
- W3161657383 cites W2621073571 @default.
- W3161657383 cites W2743899524 @default.
- W3161657383 cites W2763062267 @default.
- W3161657383 cites W2763207784 @default.
- W3161657383 cites W2795900623 @default.
- W3161657383 cites W2796146971 @default.
- W3161657383 cites W2804408843 @default.
- W3161657383 cites W2810280952 @default.
- W3161657383 cites W2883778377 @default.
- W3161657383 cites W2886720890 @default.
- W3161657383 cites W2890144450 @default.
- W3161657383 cites W2896955326 @default.
- W3161657383 cites W2898472616 @default.
- W3161657383 cites W2900599858 @default.
- W3161657383 cites W2903018492 @default.
- W3161657383 cites W2908889571 @default.
- W3161657383 cites W2911053187 @default.
- W3161657383 cites W2912475367 @default.
- W3161657383 cites W2912659693 @default.
- W3161657383 cites W2912805351 @default.
- W3161657383 cites W2913020685 @default.
- W3161657383 cites W2922148914 @default.
- W3161657383 cites W2941491269 @default.
- W3161657383 cites W2946020594 @default.
- W3161657383 cites W2946097822 @default.
- W3161657383 cites W2950814283 @default.
- W3161657383 cites W2955948662 @default.
- W3161657383 cites W2965165420 @default.
- W3161657383 cites W2966481246 @default.
- W3161657383 cites W2972033677 @default.
- W3161657383 cites W2997201348 @default.
- W3161657383 cites W3106327734 @default.
- W3161657383 cites W2904665799 @default.
- W3161657383 doi "https://doi.org/10.1109/jsen.2021.3079564" @default.
- W3161657383 hasPublicationYear "2021" @default.
- W3161657383 type Work @default.
- W3161657383 sameAs 3161657383 @default.
- W3161657383 citedByCount "16" @default.
- W3161657383 countsByYear W31616573832021 @default.
- W3161657383 countsByYear W31616573832022 @default.
- W3161657383 countsByYear W31616573832023 @default.
- W3161657383 crossrefType "journal-article" @default.
- W3161657383 hasAuthorship W3161657383A5037049019 @default.
- W3161657383 hasAuthorship W3161657383A5056241163 @default.
- W3161657383 hasConcept C154945302 @default.
- W3161657383 hasConcept C159437735 @default.
- W3161657383 hasConcept C207347870 @default.
- W3161657383 hasConcept C28490314 @default.
- W3161657383 hasConcept C31972630 @default.
- W3161657383 hasConcept C41008148 @default.
- W3161657383 hasConceptScore W3161657383C154945302 @default.
- W3161657383 hasConceptScore W3161657383C159437735 @default.
- W3161657383 hasConceptScore W3161657383C207347870 @default.
- W3161657383 hasConceptScore W3161657383C28490314 @default.
- W3161657383 hasConceptScore W3161657383C31972630 @default.
- W3161657383 hasConceptScore W3161657383C41008148 @default.
- W3161657383 hasFunder F4320321001 @default.
- W3161657383 hasFunder F4320337111 @default.
- W3161657383 hasIssue "15" @default.
- W3161657383 hasLocation W31616573831 @default.
- W3161657383 hasOpenAccess W3161657383 @default.
- W3161657383 hasPrimaryLocation W31616573831 @default.
- W3161657383 hasRelatedWork W1966086309 @default.
- W3161657383 hasRelatedWork W2057046019 @default.
- W3161657383 hasRelatedWork W2107891793 @default.
- W3161657383 hasRelatedWork W2108667406 @default.
- W3161657383 hasRelatedWork W2112487839 @default.
- W3161657383 hasRelatedWork W2132774916 @default.
- W3161657383 hasRelatedWork W2234765641 @default.
- W3161657383 hasRelatedWork W2700326835 @default.
- W3161657383 hasRelatedWork W2980722263 @default.
- W3161657383 hasRelatedWork W3096217294 @default.
- W3161657383 hasVolume "21" @default.
- W3161657383 isParatext "false" @default.
- W3161657383 isRetracted "false" @default.
- W3161657383 magId "3161657383" @default.
- W3161657383 workType "article" @default.