Matches in SemOpenAlex for { <https://semopenalex.org/work/W1552984844> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W1552984844 endingPage "93" @default.
- W1552984844 startingPage "86" @default.
- W1552984844 abstract "This paper presents a new image recognition framework based on semi-supervised learning and wavelet transform. We first investigates three feature extraction methods based on wavelet transform to extract image features, and then an important semi-supervised learning technology, semi-supervised support vector machine(S3VM), is proposed based on wavelet analysis. However, the resulting problem is a nonconvex and nonsmooth optimization. Furthermore, the problem is posed as a mixed integer programming and thus its global solution is obtained. Moreover, the proposed wavelet-based S3VM is directly applied to recognition iris image dataset. Compared to the corresponding support vector machine (SVM), experimental results indicate the feasibility and effectiveness of the proposed framework when insufficient training information is available.This paper presents a new image recognition framework based on semi-supervised learning and wavelet transform. We first investigates three feature extraction methods based on wavelet transform to extract image features, and then an important semi-supervised learning technology, semi-supervised support vector machine(S3VM), is proposed based on wavelet analysis. However, the resulting problem is a nonconvex and nonsmooth optimization. Furthermore, the problem is posed as a mixed integer programming and thus its global solution is obtained. Moreover, the proposed wavelet-based S3VM is directly applied to recognition iris image dataset. Compared to the corresponding support vector machine (SVM), experimental results indicate the feasibility and effectiveness of the proposed framework when insufficient training information is available." @default.
- W1552984844 created "2016-06-24" @default.
- W1552984844 creator A5032961377 @default.
- W1552984844 creator A5035368003 @default.
- W1552984844 creator A5047737162 @default.
- W1552984844 creator A5087158119 @default.
- W1552984844 creator A5089231429 @default.
- W1552984844 date "2014-05-30" @default.
- W1552984844 modified "2023-09-28" @default.
- W1552984844 title "A new semi-supervised support vector machine classifier based on wavelet transform and its application in the iris image recognition" @default.
- W1552984844 hasPublicationYear "2014" @default.
- W1552984844 type Work @default.
- W1552984844 sameAs 1552984844 @default.
- W1552984844 citedByCount "0" @default.
- W1552984844 crossrefType "journal-article" @default.
- W1552984844 hasAuthorship W1552984844A5032961377 @default.
- W1552984844 hasAuthorship W1552984844A5035368003 @default.
- W1552984844 hasAuthorship W1552984844A5047737162 @default.
- W1552984844 hasAuthorship W1552984844A5087158119 @default.
- W1552984844 hasAuthorship W1552984844A5089231429 @default.
- W1552984844 hasConcept C12267149 @default.
- W1552984844 hasConcept C153180895 @default.
- W1552984844 hasConcept C154945302 @default.
- W1552984844 hasConcept C155777637 @default.
- W1552984844 hasConcept C196216189 @default.
- W1552984844 hasConcept C33923547 @default.
- W1552984844 hasConcept C41008148 @default.
- W1552984844 hasConcept C47432892 @default.
- W1552984844 hasConcept C52622490 @default.
- W1552984844 hasConcept C73339587 @default.
- W1552984844 hasConceptScore W1552984844C12267149 @default.
- W1552984844 hasConceptScore W1552984844C153180895 @default.
- W1552984844 hasConceptScore W1552984844C154945302 @default.
- W1552984844 hasConceptScore W1552984844C155777637 @default.
- W1552984844 hasConceptScore W1552984844C196216189 @default.
- W1552984844 hasConceptScore W1552984844C33923547 @default.
- W1552984844 hasConceptScore W1552984844C41008148 @default.
- W1552984844 hasConceptScore W1552984844C47432892 @default.
- W1552984844 hasConceptScore W1552984844C52622490 @default.
- W1552984844 hasConceptScore W1552984844C73339587 @default.
- W1552984844 hasIssue "5" @default.
- W1552984844 hasLocation W15529848441 @default.
- W1552984844 hasOpenAccess W1552984844 @default.
- W1552984844 hasPrimaryLocation W15529848441 @default.
- W1552984844 hasRelatedWork W1938134229 @default.
- W1552984844 hasRelatedWork W1968698098 @default.
- W1552984844 hasRelatedWork W2090736285 @default.
- W1552984844 hasRelatedWork W2097756734 @default.
- W1552984844 hasRelatedWork W2100864206 @default.
- W1552984844 hasRelatedWork W2122094817 @default.
- W1552984844 hasRelatedWork W2128542420 @default.
- W1552984844 hasRelatedWork W2128848566 @default.
- W1552984844 hasRelatedWork W2142016217 @default.
- W1552984844 hasRelatedWork W2142674421 @default.
- W1552984844 hasRelatedWork W2144199077 @default.
- W1552984844 hasRelatedWork W2156167990 @default.
- W1552984844 hasRelatedWork W2160380264 @default.
- W1552984844 hasRelatedWork W2355393466 @default.
- W1552984844 hasRelatedWork W2370677449 @default.
- W1552984844 hasRelatedWork W2380976687 @default.
- W1552984844 hasRelatedWork W2535632265 @default.
- W1552984844 hasRelatedWork W2599463079 @default.
- W1552984844 hasRelatedWork W270889925 @default.
- W1552984844 hasRelatedWork W2971100993 @default.
- W1552984844 hasVolume "52" @default.
- W1552984844 isParatext "false" @default.
- W1552984844 isRetracted "false" @default.
- W1552984844 magId "1552984844" @default.
- W1552984844 workType "article" @default.