Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912221026> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2912221026 abstract "Classification of transient wrinkle is an important application in research related to the skin aging, facial expression and skin analysis. Many researches have been done in the detection or classification of wrinkle, but it still needs some improvement in the algorithms, either in feature extraction part or classification. In this study, classification of transient wrinkle is proposed by using wrinkle features that extracted from the combination algorithms of Gabor wavelet and Canny operator. The facial wrinkle features are then classified by using artificial intelligent method which are Artificial Neural Network (ANN) and K-Nearest Neighbors (KNN). These two classifiers are trained and tested, and then the performance of each classifier is compared to getting the higher accuracy. 130 face images from various sources are used in the experiments, 65 of the total face images contains wrinkles on the forehead. The results show that ANN classifier only achieves 96.67% accuracy, while the KNN classifier obtained the highest accuracy with 100%. The comparison demonstrates that KNN works well in this classification. This result also proved that the extraction of facial wrinkle using a combination of Gabor and Canny detector is successful." @default.
- W2912221026 created "2019-02-21" @default.
- W2912221026 creator A5000935428 @default.
- W2912221026 creator A5029469858 @default.
- W2912221026 creator A5050167733 @default.
- W2912221026 creator A5050681822 @default.
- W2912221026 creator A5062271846 @default.
- W2912221026 creator A5079815160 @default.
- W2912221026 date "2019-01-01" @default.
- W2912221026 modified "2023-09-24" @default.
- W2912221026 title "Classification of Transient Facial Wrinkle" @default.
- W2912221026 cites W1565932718 @default.
- W2912221026 cites W1980552868 @default.
- W2912221026 cites W1998799724 @default.
- W2912221026 cites W2103943262 @default.
- W2912221026 cites W2116875963 @default.
- W2912221026 cites W2126475620 @default.
- W2912221026 cites W2137802466 @default.
- W2912221026 cites W2158287412 @default.
- W2912221026 cites W2245901643 @default.
- W2912221026 cites W2288583930 @default.
- W2912221026 cites W2296641092 @default.
- W2912221026 cites W2344379777 @default.
- W2912221026 cites W2395791005 @default.
- W2912221026 cites W2524720081 @default.
- W2912221026 cites W2611462927 @default.
- W2912221026 cites W2794453559 @default.
- W2912221026 cites W2798848143 @default.
- W2912221026 doi "https://doi.org/10.1007/978-981-13-3708-6_34" @default.
- W2912221026 hasPublicationYear "2019" @default.
- W2912221026 type Work @default.
- W2912221026 sameAs 2912221026 @default.
- W2912221026 citedByCount "0" @default.
- W2912221026 crossrefType "book-chapter" @default.
- W2912221026 hasAuthorship W2912221026A5000935428 @default.
- W2912221026 hasAuthorship W2912221026A5029469858 @default.
- W2912221026 hasAuthorship W2912221026A5050167733 @default.
- W2912221026 hasAuthorship W2912221026A5050681822 @default.
- W2912221026 hasAuthorship W2912221026A5062271846 @default.
- W2912221026 hasAuthorship W2912221026A5079815160 @default.
- W2912221026 hasConcept C136902061 @default.
- W2912221026 hasConcept C141071460 @default.
- W2912221026 hasConcept C144024400 @default.
- W2912221026 hasConcept C153180895 @default.
- W2912221026 hasConcept C154945302 @default.
- W2912221026 hasConcept C159985019 @default.
- W2912221026 hasConcept C192562407 @default.
- W2912221026 hasConcept C196216189 @default.
- W2912221026 hasConcept C2777872592 @default.
- W2912221026 hasConcept C2779304628 @default.
- W2912221026 hasConcept C2780446394 @default.
- W2912221026 hasConcept C31510193 @default.
- W2912221026 hasConcept C31972630 @default.
- W2912221026 hasConcept C36289849 @default.
- W2912221026 hasConcept C41008148 @default.
- W2912221026 hasConcept C46286280 @default.
- W2912221026 hasConcept C47432892 @default.
- W2912221026 hasConcept C52622490 @default.
- W2912221026 hasConcept C71924100 @default.
- W2912221026 hasConcept C81363708 @default.
- W2912221026 hasConcept C95623464 @default.
- W2912221026 hasConceptScore W2912221026C136902061 @default.
- W2912221026 hasConceptScore W2912221026C141071460 @default.
- W2912221026 hasConceptScore W2912221026C144024400 @default.
- W2912221026 hasConceptScore W2912221026C153180895 @default.
- W2912221026 hasConceptScore W2912221026C154945302 @default.
- W2912221026 hasConceptScore W2912221026C159985019 @default.
- W2912221026 hasConceptScore W2912221026C192562407 @default.
- W2912221026 hasConceptScore W2912221026C196216189 @default.
- W2912221026 hasConceptScore W2912221026C2777872592 @default.
- W2912221026 hasConceptScore W2912221026C2779304628 @default.
- W2912221026 hasConceptScore W2912221026C2780446394 @default.
- W2912221026 hasConceptScore W2912221026C31510193 @default.
- W2912221026 hasConceptScore W2912221026C31972630 @default.
- W2912221026 hasConceptScore W2912221026C36289849 @default.
- W2912221026 hasConceptScore W2912221026C41008148 @default.
- W2912221026 hasConceptScore W2912221026C46286280 @default.
- W2912221026 hasConceptScore W2912221026C47432892 @default.
- W2912221026 hasConceptScore W2912221026C52622490 @default.
- W2912221026 hasConceptScore W2912221026C71924100 @default.
- W2912221026 hasConceptScore W2912221026C81363708 @default.
- W2912221026 hasConceptScore W2912221026C95623464 @default.
- W2912221026 hasLocation W29122210261 @default.
- W2912221026 hasOpenAccess W2912221026 @default.
- W2912221026 hasPrimaryLocation W29122210261 @default.
- W2912221026 hasRelatedWork W1445015017 @default.
- W2912221026 hasRelatedWork W1525997678 @default.
- W2912221026 hasRelatedWork W2415731916 @default.
- W2912221026 hasRelatedWork W2765889516 @default.
- W2912221026 hasRelatedWork W2767097019 @default.
- W2912221026 hasRelatedWork W2898044248 @default.
- W2912221026 hasRelatedWork W2920938200 @default.
- W2912221026 hasRelatedWork W3107474891 @default.
- W2912221026 hasRelatedWork W4280550577 @default.
- W2912221026 hasRelatedWork W2118989579 @default.
- W2912221026 isParatext "false" @default.
- W2912221026 isRetracted "false" @default.
- W2912221026 magId "2912221026" @default.
- W2912221026 workType "book-chapter" @default.