Matches in SemOpenAlex for { <https://semopenalex.org/work/W2120305318> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2120305318 endingPage "524" @default.
- W2120305318 startingPage "505" @default.
- W2120305318 abstract "Accelerometer-based gesture recognition facilitates a complementary interaction modality for controlling mobile devices and home appliances. Using gestures for the task of home appliance control requires use of the same device and gestures by different persons, i.e. user independent gesture recognition. The practical application in small embedded low-resource devices also requires high computational performance. The user independent gesture recognition accuracy was evaluated with a set of eight gestures and seven users, with a total of 1120 gestures in the dataset. Twenty-state continuous HMM yielded an average of 96.9% user independent recognition accuracy, which was cross-validated by leaving one user in turn out of the training set. Continuous and discrete five-state HMM computational performances were compared with a reference test in a PC environment, indicating that discrete HMM is 20% faster. Computational performance of discrete five-state HMM was evaluated in an embedded hardware environment with a 104 MHz ARM-9 processor and Symbian OS. The average recognition time per gesture calculated from 1120 gesture repetitions was 8.3 ms. With this result, the computational performance difference between the compared methods is considered insignificant in terms of practical application. Continuous HMM is hence recommended as a preferred method due to its better suitability for a continuous-valued signal, and better recognition accuracy. The results suggest that, according to both evaluation criteria, HMM is feasible for practical user independent gesture control applications in mobile low-resource embedded environments." @default.
- W2120305318 created "2016-06-24" @default.
- W2120305318 creator A5031695371 @default.
- W2120305318 creator A5033553941 @default.
- W2120305318 creator A5047667647 @default.
- W2120305318 creator A5058532889 @default.
- W2120305318 date "2006-06-01" @default.
- W2120305318 modified "2023-10-16" @default.
- W2120305318 title "USER INDEPENDENT GESTURE INTERACTION FOR SMALL HANDHELD DEVICES" @default.
- W2120305318 cites W2125838338 @default.
- W2120305318 doi "https://doi.org/10.1142/s0218001406004776" @default.
- W2120305318 hasPublicationYear "2006" @default.
- W2120305318 type Work @default.
- W2120305318 sameAs 2120305318 @default.
- W2120305318 citedByCount "38" @default.
- W2120305318 countsByYear W21203053182012 @default.
- W2120305318 countsByYear W21203053182013 @default.
- W2120305318 countsByYear W21203053182015 @default.
- W2120305318 countsByYear W21203053182016 @default.
- W2120305318 countsByYear W21203053182017 @default.
- W2120305318 countsByYear W21203053182018 @default.
- W2120305318 countsByYear W21203053182019 @default.
- W2120305318 crossrefType "journal-article" @default.
- W2120305318 hasAuthorship W2120305318A5031695371 @default.
- W2120305318 hasAuthorship W2120305318A5033553941 @default.
- W2120305318 hasAuthorship W2120305318A5047667647 @default.
- W2120305318 hasAuthorship W2120305318A5058532889 @default.
- W2120305318 hasConcept C107457646 @default.
- W2120305318 hasConcept C111919701 @default.
- W2120305318 hasConcept C153180895 @default.
- W2120305318 hasConcept C154945302 @default.
- W2120305318 hasConcept C159437735 @default.
- W2120305318 hasConcept C177264268 @default.
- W2120305318 hasConcept C186967261 @default.
- W2120305318 hasConcept C199360897 @default.
- W2120305318 hasConcept C207347870 @default.
- W2120305318 hasConcept C23224414 @default.
- W2120305318 hasConcept C2780226545 @default.
- W2120305318 hasConcept C28490314 @default.
- W2120305318 hasConcept C31972630 @default.
- W2120305318 hasConcept C41008148 @default.
- W2120305318 hasConcept C89805583 @default.
- W2120305318 hasConceptScore W2120305318C107457646 @default.
- W2120305318 hasConceptScore W2120305318C111919701 @default.
- W2120305318 hasConceptScore W2120305318C153180895 @default.
- W2120305318 hasConceptScore W2120305318C154945302 @default.
- W2120305318 hasConceptScore W2120305318C159437735 @default.
- W2120305318 hasConceptScore W2120305318C177264268 @default.
- W2120305318 hasConceptScore W2120305318C186967261 @default.
- W2120305318 hasConceptScore W2120305318C199360897 @default.
- W2120305318 hasConceptScore W2120305318C207347870 @default.
- W2120305318 hasConceptScore W2120305318C23224414 @default.
- W2120305318 hasConceptScore W2120305318C2780226545 @default.
- W2120305318 hasConceptScore W2120305318C28490314 @default.
- W2120305318 hasConceptScore W2120305318C31972630 @default.
- W2120305318 hasConceptScore W2120305318C41008148 @default.
- W2120305318 hasConceptScore W2120305318C89805583 @default.
- W2120305318 hasIssue "04" @default.
- W2120305318 hasLocation W21203053181 @default.
- W2120305318 hasOpenAccess W2120305318 @default.
- W2120305318 hasPrimaryLocation W21203053181 @default.
- W2120305318 hasRelatedWork W1975995839 @default.
- W2120305318 hasRelatedWork W1999635775 @default.
- W2120305318 hasRelatedWork W2026654389 @default.
- W2120305318 hasRelatedWork W2093841401 @default.
- W2120305318 hasRelatedWork W2103453625 @default.
- W2120305318 hasRelatedWork W2114567384 @default.
- W2120305318 hasRelatedWork W2120305318 @default.
- W2120305318 hasRelatedWork W2162986499 @default.
- W2120305318 hasRelatedWork W2348142264 @default.
- W2120305318 hasRelatedWork W2984615118 @default.
- W2120305318 hasVolume "20" @default.
- W2120305318 isParatext "false" @default.
- W2120305318 isRetracted "false" @default.
- W2120305318 magId "2120305318" @default.
- W2120305318 workType "article" @default.