Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381330591> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4381330591 abstract "The importance of performance excellence and operator’s safety is fundamental not only when operators perform repetitive and controlled industrial tasks, but also in case of abrupt gestures due to inattention and unexpected circumstances. Since optical systems work at too low frequencies and they are not able to detect gestures as early as possible, combining the use of wearable magneto-inertial measurement units (MIMUs) with the adoption of deep learning techniques can be useful to instruct the machine about human motion. To improve the initial training phase of neural networks for high classification performance, gestures repeatability over time has to be verified. Since test-retest approach has been poorly applied based on MIMUs signals in a context of human-machine interaction, the aim of this work was to evaluate the repeatability of pick-and-place gestures composed of both normal and abrupt movements. Overall, results demonstrated an excellent test-retest repeatability for normal movements and a fair-to-good test-retest repeatability for abrupt movements. Moreover whereas the reduction of time between test and retest sessions increased repeatability indices.. In detail, results of the test suggested how to improve the reinforcement learning for the identification of gestures onset, whereas results of the retest gave important information about the time necessary to retrain the network." @default.
- W4381330591 created "2023-06-21" @default.
- W4381330591 creator A5012887400 @default.
- W4381330591 creator A5017749731 @default.
- W4381330591 creator A5026316361 @default.
- W4381330591 creator A5041538054 @default.
- W4381330591 creator A5068053470 @default.
- W4381330591 creator A5068373340 @default.
- W4381330591 date "2023-06-20" @default.
- W4381330591 modified "2023-09-23" @default.
- W4381330591 title "Test-Retest Repeatability of Human Gestures in Manipulation Tasks" @default.
- W4381330591 doi "https://doi.org/10.20944/preprints202306.1383.v1" @default.
- W4381330591 hasPublicationYear "2023" @default.
- W4381330591 type Work @default.
- W4381330591 citedByCount "0" @default.
- W4381330591 crossrefType "posted-content" @default.
- W4381330591 hasAuthorship W4381330591A5012887400 @default.
- W4381330591 hasAuthorship W4381330591A5017749731 @default.
- W4381330591 hasAuthorship W4381330591A5026316361 @default.
- W4381330591 hasAuthorship W4381330591A5041538054 @default.
- W4381330591 hasAuthorship W4381330591A5068053470 @default.
- W4381330591 hasAuthorship W4381330591A5068373340 @default.
- W4381330591 hasBestOaLocation W43813305911 @default.
- W4381330591 hasConcept C105795698 @default.
- W4381330591 hasConcept C151730666 @default.
- W4381330591 hasConcept C154020017 @default.
- W4381330591 hasConcept C154945302 @default.
- W4381330591 hasConcept C207347870 @default.
- W4381330591 hasConcept C2777267654 @default.
- W4381330591 hasConcept C2779343474 @default.
- W4381330591 hasConcept C33923547 @default.
- W4381330591 hasConcept C41008148 @default.
- W4381330591 hasConcept C86803240 @default.
- W4381330591 hasConceptScore W4381330591C105795698 @default.
- W4381330591 hasConceptScore W4381330591C151730666 @default.
- W4381330591 hasConceptScore W4381330591C154020017 @default.
- W4381330591 hasConceptScore W4381330591C154945302 @default.
- W4381330591 hasConceptScore W4381330591C207347870 @default.
- W4381330591 hasConceptScore W4381330591C2777267654 @default.
- W4381330591 hasConceptScore W4381330591C2779343474 @default.
- W4381330591 hasConceptScore W4381330591C33923547 @default.
- W4381330591 hasConceptScore W4381330591C41008148 @default.
- W4381330591 hasConceptScore W4381330591C86803240 @default.
- W4381330591 hasLocation W43813305911 @default.
- W4381330591 hasOpenAccess W4381330591 @default.
- W4381330591 hasPrimaryLocation W43813305911 @default.
- W4381330591 hasRelatedWork W2107891793 @default.
- W4381330591 hasRelatedWork W2112773634 @default.
- W4381330591 hasRelatedWork W2137881884 @default.
- W4381330591 hasRelatedWork W2183448470 @default.
- W4381330591 hasRelatedWork W2316373233 @default.
- W4381330591 hasRelatedWork W2376210005 @default.
- W4381330591 hasRelatedWork W2770028763 @default.
- W4381330591 hasRelatedWork W2789675422 @default.
- W4381330591 hasRelatedWork W3005892291 @default.
- W4381330591 hasRelatedWork W4213081942 @default.
- W4381330591 isParatext "false" @default.
- W4381330591 isRetracted "false" @default.
- W4381330591 workType "article" @default.