Matches in SemOpenAlex for { <https://semopenalex.org/work/W2158532012> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2158532012 abstract "We propose a method of performance enhancement using the flatness measure (FM) for the Gaussian mixture model (GMM) face recognition systems. Also, we propose an implementation method of the face recognition systems to improve robustness by training the GMM, which is made by modeling the local features of the face images statistically, using an expectation maximization (EM) algorithm. The calculation burden is decreased using the flatness measure, and this improvement leads to the possibility of the real time face recognition. Experimental results show that the best rate of the face recognition is 100% for the cases of higher mixture and higher feature vector dimensions, though the rates depend much on the degree of mixture. We prove that the flatness measure is a useful pre-processing in the GMM-based face recognition systems by showing the improvement in performance by about 9% when the flatness measure is used even for the lower feature vector dimensions. 2-D DCT coefficients are used for the face feature vectors, and the experiments are carried out on the Olivetti Research Laboratory (ORL) face database." @default.
- W2158532012 created "2016-06-24" @default.
- W2158532012 creator A5051171199 @default.
- W2158532012 creator A5062071958 @default.
- W2158532012 creator A5086718849 @default.
- W2158532012 date "2005-01-17" @default.
- W2158532012 modified "2023-09-25" @default.
- W2158532012 title "Implementation and enhancement of GMM face recognition systems using flatness measure" @default.
- W2158532012 cites W135438380 @default.
- W2158532012 cites W1480865305 @default.
- W2158532012 cites W1482526072 @default.
- W2158532012 cites W2069883713 @default.
- W2158532012 cites W2115689562 @default.
- W2158532012 cites W2116647773 @default.
- W2158532012 cites W2134199473 @default.
- W2158532012 cites W2136440208 @default.
- W2158532012 doi "https://doi.org/10.1109/roman.2004.1374766" @default.
- W2158532012 hasPublicationYear "2005" @default.
- W2158532012 type Work @default.
- W2158532012 sameAs 2158532012 @default.
- W2158532012 citedByCount "8" @default.
- W2158532012 countsByYear W21585320122013 @default.
- W2158532012 countsByYear W21585320122016 @default.
- W2158532012 countsByYear W21585320122018 @default.
- W2158532012 crossrefType "proceedings-article" @default.
- W2158532012 hasAuthorship W2158532012A5051171199 @default.
- W2158532012 hasAuthorship W2158532012A5062071958 @default.
- W2158532012 hasAuthorship W2158532012A5086718849 @default.
- W2158532012 hasConcept C104317684 @default.
- W2158532012 hasConcept C121332964 @default.
- W2158532012 hasConcept C124101348 @default.
- W2158532012 hasConcept C138885662 @default.
- W2158532012 hasConcept C153180895 @default.
- W2158532012 hasConcept C154945302 @default.
- W2158532012 hasConcept C185592680 @default.
- W2158532012 hasConcept C26405456 @default.
- W2158532012 hasConcept C2776401178 @default.
- W2158532012 hasConcept C2778530986 @default.
- W2158532012 hasConcept C2780009758 @default.
- W2158532012 hasConcept C31510193 @default.
- W2158532012 hasConcept C33923547 @default.
- W2158532012 hasConcept C41008148 @default.
- W2158532012 hasConcept C41895202 @default.
- W2158532012 hasConcept C55493867 @default.
- W2158532012 hasConcept C61224824 @default.
- W2158532012 hasConcept C62520636 @default.
- W2158532012 hasConcept C63479239 @default.
- W2158532012 hasConceptScore W2158532012C104317684 @default.
- W2158532012 hasConceptScore W2158532012C121332964 @default.
- W2158532012 hasConceptScore W2158532012C124101348 @default.
- W2158532012 hasConceptScore W2158532012C138885662 @default.
- W2158532012 hasConceptScore W2158532012C153180895 @default.
- W2158532012 hasConceptScore W2158532012C154945302 @default.
- W2158532012 hasConceptScore W2158532012C185592680 @default.
- W2158532012 hasConceptScore W2158532012C26405456 @default.
- W2158532012 hasConceptScore W2158532012C2776401178 @default.
- W2158532012 hasConceptScore W2158532012C2778530986 @default.
- W2158532012 hasConceptScore W2158532012C2780009758 @default.
- W2158532012 hasConceptScore W2158532012C31510193 @default.
- W2158532012 hasConceptScore W2158532012C33923547 @default.
- W2158532012 hasConceptScore W2158532012C41008148 @default.
- W2158532012 hasConceptScore W2158532012C41895202 @default.
- W2158532012 hasConceptScore W2158532012C55493867 @default.
- W2158532012 hasConceptScore W2158532012C61224824 @default.
- W2158532012 hasConceptScore W2158532012C62520636 @default.
- W2158532012 hasConceptScore W2158532012C63479239 @default.
- W2158532012 hasLocation W21585320121 @default.
- W2158532012 hasOpenAccess W2158532012 @default.
- W2158532012 hasPrimaryLocation W21585320121 @default.
- W2158532012 hasRelatedWork W1548715306 @default.
- W2158532012 hasRelatedWork W1560697087 @default.
- W2158532012 hasRelatedWork W1989039360 @default.
- W2158532012 hasRelatedWork W2060029454 @default.
- W2158532012 hasRelatedWork W2109175250 @default.
- W2158532012 hasRelatedWork W2136485282 @default.
- W2158532012 hasRelatedWork W2141503314 @default.
- W2158532012 hasRelatedWork W2347601237 @default.
- W2158532012 hasRelatedWork W2350671300 @default.
- W2158532012 hasRelatedWork W2545171730 @default.
- W2158532012 isParatext "false" @default.
- W2158532012 isRetracted "false" @default.
- W2158532012 magId "2158532012" @default.
- W2158532012 workType "article" @default.