FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383893982> ?p ?o ?g. }

• W4383893982 endingPage "16" @default.
• W4383893982 startingPage "1" @default.
• W4383893982 abstract "The need for information security and the adoption of the relevant regulations is becoming an overwhelming demand worldwide. As an efficient solution, hybrid multimodal biometric systems utilize fusion to combine multiple biometric traits and sources with improving recognition accuracy, higher security assurance, and to cope with the limitations of the uni-biometric system. In this paper, three strategies for dealing with a feature-level deep fusion of five biometric traits (face, both irises, and two fingerprints) derived from three sources of evidence are proposed and compared. In the first two proposed methodologies, each feature vector is mapped from the feature space into the reproducing kernel Hilbert space (RKHS) separately by selecting the appropriate reproducing kernel. In this higher space, where the result is the conversion of nonlinear relations to linear ones, dimensionality reduction algorithms (KPCA, KLDA) and quaternion-based algorithms (KQPCA, KQPCA) are used for the fusion of the feature vectors. In the third methodology, the fusion of feature spaces based on deep learning is administered by combining feature vectors in in-depth and fully connected layers. The experimental results on 6 databases in the proposed hybrid multibiometric system clearly show the multimodal template obtained from the deep fusion of feature spaces; while being secure against spoof attacks and making the system robust, they can use the low dimensionality of the fused vector to increase the accuracy of a hybrid multimodal biometric system to 100%, showing a significant improvement compared with uni-biometric and other multimodal systems." @default.
• W4383893982 created "2023-07-12" @default.
• W4383893982 creator A5001008600 @default.
• W4383893982 creator A5030756995 @default.
• W4383893982 creator A5086541687 @default.
• W4383893982 date "2023-07-11" @default.
• W4383893982 modified "2023-09-26" @default.
• W4383893982 title "Deep Hybrid Multimodal Biometric Recognition System Based on Features-Level Deep Fusion of Five Biometric Traits" @default.
• W4383893982 cites W1643810134 @default.
• W4383893982 cites W1792812020 @default.
• W4383893982 cites W2008340903 @default.
• W4383893982 cites W2010846950 @default.
• W4383893982 cites W2044862799 @default.
• W4383893982 cites W2064647952 @default.
• W4383893982 cites W2078551005 @default.
• W4383893982 cites W2101095277 @default.
• W4383893982 cites W2123759542 @default.
• W4383893982 cites W2159577413 @default.
• W4383893982 cites W2265356345 @default.
• W4383893982 cites W2305072012 @default.
• W4383893982 cites W2775659970 @default.
• W4383893982 cites W2804646710 @default.
• W4383893982 cites W2892027532 @default.
• W4383893982 cites W2913845656 @default.
• W4383893982 cites W2963762920 @default.
• W4383893982 cites W2980498517 @default.
• W4383893982 cites W2997649833 @default.
• W4383893982 cites W3000097396 @default.
• W4383893982 cites W3004911477 @default.
• W4383893982 cites W3014482024 @default.
• W4383893982 cites W3026105097 @default.
• W4383893982 cites W3035264179 @default.
• W4383893982 cites W3037122293 @default.
• W4383893982 cites W3039929539 @default.
• W4383893982 cites W3044689808 @default.
• W4383893982 cites W3088820816 @default.
• W4383893982 cites W3110400016 @default.
• W4383893982 cites W3118383391 @default.
• W4383893982 cites W3131360319 @default.
• W4383893982 cites W3134284227 @default.
• W4383893982 cites W3183420805 @default.
• W4383893982 cites W3185838909 @default.
• W4383893982 cites W3193280338 @default.
• W4383893982 cites W3205176318 @default.
• W4383893982 cites W3211671734 @default.
• W4383893982 cites W4206270465 @default.
• W4383893982 cites W4206453318 @default.
• W4383893982 cites W4206716416 @default.
• W4383893982 cites W4221065711 @default.
• W4383893982 cites W4223590913 @default.
• W4383893982 cites W4251987227 @default.
• W4383893982 cites W4283652716 @default.
• W4383893982 cites W4285107695 @default.
• W4383893982 cites W4285241481 @default.
• W4383893982 cites W4293056469 @default.
• W4383893982 cites W4293199365 @default.
• W4383893982 doi "https://doi.org/10.1155/2023/6443786" @default.
• W4383893982 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37469627" @default.
• W4383893982 hasPublicationYear "2023" @default.
• W4383893982 type Work @default.
• W4383893982 citedByCount "0" @default.
• W4383893982 crossrefType "journal-article" @default.
• W4383893982 hasAuthorship W4383893982A5001008600 @default.
• W4383893982 hasAuthorship W4383893982A5030756995 @default.
• W4383893982 hasAuthorship W4383893982A5086541687 @default.
• W4383893982 hasBestOaLocation W43838939821 @default.
• W4383893982 hasConcept C111030470 @default.
• W4383893982 hasConcept C114614502 @default.
• W4383893982 hasConcept C12267149 @default.
• W4383893982 hasConcept C134306372 @default.
• W4383893982 hasConcept C138885662 @default.
• W4383893982 hasConcept C153180895 @default.
• W4383893982 hasConcept C154945302 @default.
• W4383893982 hasConcept C184297639 @default.
• W4383893982 hasConcept C2776401178 @default.
• W4383893982 hasConcept C33923547 @default.
• W4383893982 hasConcept C41008148 @default.
• W4383893982 hasConcept C41895202 @default.
• W4383893982 hasConcept C62799726 @default.
• W4383893982 hasConcept C70518039 @default.
• W4383893982 hasConcept C74193536 @default.
• W4383893982 hasConcept C80884492 @default.
• W4383893982 hasConcept C83665646 @default.
• W4383893982 hasConceptScore W4383893982C111030470 @default.
• W4383893982 hasConceptScore W4383893982C114614502 @default.
• W4383893982 hasConceptScore W4383893982C12267149 @default.
• W4383893982 hasConceptScore W4383893982C134306372 @default.
• W4383893982 hasConceptScore W4383893982C138885662 @default.
• W4383893982 hasConceptScore W4383893982C153180895 @default.
• W4383893982 hasConceptScore W4383893982C154945302 @default.
• W4383893982 hasConceptScore W4383893982C184297639 @default.
• W4383893982 hasConceptScore W4383893982C2776401178 @default.
• W4383893982 hasConceptScore W4383893982C33923547 @default.
• W4383893982 hasConceptScore W4383893982C41008148 @default.
• W4383893982 hasConceptScore W4383893982C41895202 @default.
• W4383893982 hasConceptScore W4383893982C62799726 @default.
• W4383893982 hasConceptScore W4383893982C70518039 @default.
• W4383893982 hasConceptScore W4383893982C74193536 @default.

• next