Image Pattern Similarity Index and Its Application to Task-Specific Transfer Learning

IEICE Transactions on Information and Systems

Online ISSN : 1745-1361
Print ISSN : 0916-8532

Regular Section

Jun WANG, Guoqing WANG, Leida LI

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Keywords: face recognition, vein recognition, transfer learning, sparse representation

JOURNAL FREE ACCESS

2017 Volume E100.D Issue 12 Pages 3032-3035

DOI https://doi.org/10.1587/transinf.2017EDL8008

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Abstract

A quantized index for evaluating the pattern similarity of two different datasets is designed by calculating the number of correlated dictionary atoms. Guided by this theory, task-specific biometric recognition model transferred from state-of-the-art DNN models is realized for both face and vein recognition.

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