Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312183776> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4312183776 abstract "Abstract This paper presents an augmented reality application to assist with myoelectric prostheses control for people with limb amputations. For that, we use the low-cost Myo armband coupled with low-level signal processing methods specifically built to control filters’ levels and processing chain. In particular, we use deep learning techniques to process the signals and to accurately identify seven different hand gestures. From that, we have built an augmented reality projection of a hand based on AprilTag markers that displays the gesture identified by the deep learning techniques. With the aim to properly train the gesture recognition system, we have built our own dataset with nine subjects. This dataset was combined with one publicly available to work with the data of 24 subjects in total. Finally, three different deep learning architectures have been comparatively studied, achieving high accuracy values (being 95.56% the best one). This validates our hypothesis that it is possible to have an adaptive platform able to fast learn personalized hand/arm gestures while projecting a virtual hand in real-time. This can reduce the adaptation time to myoelectric prostheses and improve the acceptance levels." @default.
- W4312183776 created "2023-01-04" @default.
- W4312183776 creator A5008284574 @default.
- W4312183776 creator A5021030895 @default.
- W4312183776 creator A5021971405 @default.
- W4312183776 date "2022-12-26" @default.
- W4312183776 modified "2023-09-25" @default.
- W4312183776 title "A low-cost AR application to control arm prosthesis" @default.
- W4312183776 cites W1747778109 @default.
- W4312183776 cites W2064675550 @default.
- W4312183776 cites W2125188427 @default.
- W4312183776 cites W2132855977 @default.
- W4312183776 cites W2138381635 @default.
- W4312183776 cites W2565233142 @default.
- W4312183776 cites W2588906980 @default.
- W4312183776 cites W2589747988 @default.
- W4312183776 cites W2750772229 @default.
- W4312183776 cites W2762706434 @default.
- W4312183776 cites W2792056094 @default.
- W4312183776 cites W2807785345 @default.
- W4312183776 cites W2962879438 @default.
- W4312183776 cites W2964199361 @default.
- W4312183776 cites W2971112571 @default.
- W4312183776 cites W2979328887 @default.
- W4312183776 cites W3005864656 @default.
- W4312183776 cites W3080929846 @default.
- W4312183776 cites W3099685148 @default.
- W4312183776 cites W3109781171 @default.
- W4312183776 cites W3116092050 @default.
- W4312183776 cites W3126426351 @default.
- W4312183776 cites W3160687761 @default.
- W4312183776 cites W3165786744 @default.
- W4312183776 cites W3210000406 @default.
- W4312183776 cites W4205980429 @default.
- W4312183776 cites W4249165065 @default.
- W4312183776 doi "https://doi.org/10.1007/s10055-022-00741-4" @default.
- W4312183776 hasPublicationYear "2022" @default.
- W4312183776 type Work @default.
- W4312183776 citedByCount "0" @default.
- W4312183776 crossrefType "journal-article" @default.
- W4312183776 hasAuthorship W4312183776A5008284574 @default.
- W4312183776 hasAuthorship W4312183776A5021030895 @default.
- W4312183776 hasAuthorship W4312183776A5021971405 @default.
- W4312183776 hasBestOaLocation W43121837761 @default.
- W4312183776 hasConcept C107457646 @default.
- W4312183776 hasConcept C108583219 @default.
- W4312183776 hasConcept C111919701 @default.
- W4312183776 hasConcept C11413529 @default.
- W4312183776 hasConcept C120665830 @default.
- W4312183776 hasConcept C121332964 @default.
- W4312183776 hasConcept C139807058 @default.
- W4312183776 hasConcept C153715457 @default.
- W4312183776 hasConcept C154945302 @default.
- W4312183776 hasConcept C159437735 @default.
- W4312183776 hasConcept C194969405 @default.
- W4312183776 hasConcept C207347870 @default.
- W4312183776 hasConcept C2775924081 @default.
- W4312183776 hasConcept C31972630 @default.
- W4312183776 hasConcept C41008148 @default.
- W4312183776 hasConcept C57493831 @default.
- W4312183776 hasConcept C77660652 @default.
- W4312183776 hasConcept C98045186 @default.
- W4312183776 hasConceptScore W4312183776C107457646 @default.
- W4312183776 hasConceptScore W4312183776C108583219 @default.
- W4312183776 hasConceptScore W4312183776C111919701 @default.
- W4312183776 hasConceptScore W4312183776C11413529 @default.
- W4312183776 hasConceptScore W4312183776C120665830 @default.
- W4312183776 hasConceptScore W4312183776C121332964 @default.
- W4312183776 hasConceptScore W4312183776C139807058 @default.
- W4312183776 hasConceptScore W4312183776C153715457 @default.
- W4312183776 hasConceptScore W4312183776C154945302 @default.
- W4312183776 hasConceptScore W4312183776C159437735 @default.
- W4312183776 hasConceptScore W4312183776C194969405 @default.
- W4312183776 hasConceptScore W4312183776C207347870 @default.
- W4312183776 hasConceptScore W4312183776C2775924081 @default.
- W4312183776 hasConceptScore W4312183776C31972630 @default.
- W4312183776 hasConceptScore W4312183776C41008148 @default.
- W4312183776 hasConceptScore W4312183776C57493831 @default.
- W4312183776 hasConceptScore W4312183776C77660652 @default.
- W4312183776 hasConceptScore W4312183776C98045186 @default.
- W4312183776 hasFunder F4320311011 @default.
- W4312183776 hasLocation W43121837761 @default.
- W4312183776 hasLocation W43121837762 @default.
- W4312183776 hasOpenAccess W4312183776 @default.
- W4312183776 hasPrimaryLocation W43121837761 @default.
- W4312183776 hasRelatedWork W1972291043 @default.
- W4312183776 hasRelatedWork W2125175058 @default.
- W4312183776 hasRelatedWork W2173120510 @default.
- W4312183776 hasRelatedWork W2904738463 @default.
- W4312183776 hasRelatedWork W2971308657 @default.
- W4312183776 hasRelatedWork W3024037200 @default.
- W4312183776 hasRelatedWork W3153167468 @default.
- W4312183776 hasRelatedWork W3163914242 @default.
- W4312183776 hasRelatedWork W4240558103 @default.
- W4312183776 hasRelatedWork W645271050 @default.
- W4312183776 isParatext "false" @default.
- W4312183776 isRetracted "false" @default.
- W4312183776 workType "article" @default.