Matches in SemOpenAlex for { <https://semopenalex.org/work/W2989135917> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2989135917 endingPage "012022" @default.
- W2989135917 startingPage "012022" @default.
- W2989135917 abstract "Abstract The technology in present-day is very useful for human-physical recognition and the hand gesture recognition is one of them. Nevertheless, that technology still had various weakness, for example in the image brightness, contrast, recognition time, and accuracy rate. The objective of this paper was to construct hand gesture recognition system using RGB images. Pre-processing is wrought by resizing the image, separate the hand area, and pick the specific layer. This experiment used the YCbCr because its derived directly from RGB and had a higher contrast compared to other layers. The feature value was gathered from feature extraction on Discrete Wavelet Transform (DWT) using Low-Low sub-band and 2 nd level decomposition. The current sub-band had smoothest contours in comparison with other sub-band. The final process was gesture classification using Hidden Markov Models (HMM) and K-Nearest Neighbor (KNN). The amount of training and testing data used were 150 and 100 images respectively, divided into five gestures with accuracy using HMM and KNN consecutively was 58% and 100%. The research novelty was that the classification impacted positively on accuracy level." @default.
- W2989135917 created "2019-11-22" @default.
- W2989135917 creator A5033105018 @default.
- W2989135917 creator A5066924102 @default.
- W2989135917 creator A5080024636 @default.
- W2989135917 date "2019-11-01" @default.
- W2989135917 modified "2023-10-04" @default.
- W2989135917 title "Discrete Wavelet Transform on static hand gesture recognition" @default.
- W2989135917 cites W2021640341 @default.
- W2989135917 cites W2034919039 @default.
- W2989135917 cites W2036576795 @default.
- W2989135917 cites W2285168966 @default.
- W2989135917 doi "https://doi.org/10.1088/1742-6596/1367/1/012022" @default.
- W2989135917 hasPublicationYear "2019" @default.
- W2989135917 type Work @default.
- W2989135917 sameAs 2989135917 @default.
- W2989135917 citedByCount "9" @default.
- W2989135917 countsByYear W29891359172020 @default.
- W2989135917 countsByYear W29891359172021 @default.
- W2989135917 countsByYear W29891359172022 @default.
- W2989135917 countsByYear W29891359172023 @default.
- W2989135917 crossrefType "journal-article" @default.
- W2989135917 hasAuthorship W2989135917A5033105018 @default.
- W2989135917 hasAuthorship W2989135917A5066924102 @default.
- W2989135917 hasAuthorship W2989135917A5080024636 @default.
- W2989135917 hasBestOaLocation W29891359171 @default.
- W2989135917 hasConcept C115961682 @default.
- W2989135917 hasConcept C138885662 @default.
- W2989135917 hasConcept C142616399 @default.
- W2989135917 hasConcept C153180895 @default.
- W2989135917 hasConcept C154945302 @default.
- W2989135917 hasConcept C159437735 @default.
- W2989135917 hasConcept C196216189 @default.
- W2989135917 hasConcept C207347870 @default.
- W2989135917 hasConcept C23224414 @default.
- W2989135917 hasConcept C2776401178 @default.
- W2989135917 hasConcept C2779407163 @default.
- W2989135917 hasConcept C31972630 @default.
- W2989135917 hasConcept C41008148 @default.
- W2989135917 hasConcept C41895202 @default.
- W2989135917 hasConcept C46286280 @default.
- W2989135917 hasConcept C47432892 @default.
- W2989135917 hasConcept C52622490 @default.
- W2989135917 hasConcept C82990744 @default.
- W2989135917 hasConcept C9417928 @default.
- W2989135917 hasConceptScore W2989135917C115961682 @default.
- W2989135917 hasConceptScore W2989135917C138885662 @default.
- W2989135917 hasConceptScore W2989135917C142616399 @default.
- W2989135917 hasConceptScore W2989135917C153180895 @default.
- W2989135917 hasConceptScore W2989135917C154945302 @default.
- W2989135917 hasConceptScore W2989135917C159437735 @default.
- W2989135917 hasConceptScore W2989135917C196216189 @default.
- W2989135917 hasConceptScore W2989135917C207347870 @default.
- W2989135917 hasConceptScore W2989135917C23224414 @default.
- W2989135917 hasConceptScore W2989135917C2776401178 @default.
- W2989135917 hasConceptScore W2989135917C2779407163 @default.
- W2989135917 hasConceptScore W2989135917C31972630 @default.
- W2989135917 hasConceptScore W2989135917C41008148 @default.
- W2989135917 hasConceptScore W2989135917C41895202 @default.
- W2989135917 hasConceptScore W2989135917C46286280 @default.
- W2989135917 hasConceptScore W2989135917C47432892 @default.
- W2989135917 hasConceptScore W2989135917C52622490 @default.
- W2989135917 hasConceptScore W2989135917C82990744 @default.
- W2989135917 hasConceptScore W2989135917C9417928 @default.
- W2989135917 hasIssue "1" @default.
- W2989135917 hasLocation W29891359171 @default.
- W2989135917 hasOpenAccess W2989135917 @default.
- W2989135917 hasPrimaryLocation W29891359171 @default.
- W2989135917 hasRelatedWork W1577789985 @default.
- W2989135917 hasRelatedWork W2090639163 @default.
- W2989135917 hasRelatedWork W2100562570 @default.
- W2989135917 hasRelatedWork W2185970706 @default.
- W2989135917 hasRelatedWork W2367741884 @default.
- W2989135917 hasRelatedWork W2546942002 @default.
- W2989135917 hasRelatedWork W2616660572 @default.
- W2989135917 hasRelatedWork W2872847665 @default.
- W2989135917 hasRelatedWork W2942471066 @default.
- W2989135917 hasRelatedWork W3178601212 @default.
- W2989135917 hasVolume "1367" @default.
- W2989135917 isParatext "false" @default.
- W2989135917 isRetracted "false" @default.
- W2989135917 magId "2989135917" @default.
- W2989135917 workType "article" @default.