2016
DOI: 10.1007/s11042-016-4088-5
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Combining shape analysis and texture pattern for palmprint identification

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Cited by 20 publications
(8 citation statements)
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“…Experiments were, also, conducted on another virtual database created from PolyU palmprint and ORL face databases and obtained a CIR of 99.70 per cent for 40 subjects with 4 training images. In (Mokni et al , 2016), a biometric system fusing principal line features and texture features for efficient palmprint identification is presented. A CIR of 97.98 was obtained for 230 subjects of the IITD palmprint database, with 3 training images.…”
Section: Experimental Results and Analysismentioning
confidence: 99%
“…Experiments were, also, conducted on another virtual database created from PolyU palmprint and ORL face databases and obtained a CIR of 99.70 per cent for 40 subjects with 4 training images. In (Mokni et al , 2016), a biometric system fusing principal line features and texture features for efficient palmprint identification is presented. A CIR of 97.98 was obtained for 230 subjects of the IITD palmprint database, with 3 training images.…”
Section: Experimental Results and Analysismentioning
confidence: 99%
“…The karcher mean has been previously used in biometrics [67], [68]. t i is proportional to the gradient at µ k of the function V.…”
mentioning
confidence: 99%
“…From the first group is it possible to enumerate: Euclidean distance [30], Hamming distance [31], and average sum-squares distance [32]. e popular artificial intelligence methods are neural networks [33], support vector machine (SVM) [34], or dedicated classifiers (multiclass projection extreme learning machine (MPELM)) as proposed in [35]. Meanwhile, hand geometry was proposed as a biometric feature.…”
Section: Related Workmentioning
confidence: 99%
“…Palmprints are widely implemented in such multimodal scenarios. In [34], Mokni et al combined shape and texture in order to recognize the identity. However, shape in this approach deals with the shape of the principal lines, not with the shape of a person's hand.…”
Section: Related Workmentioning
confidence: 99%