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

Jun WANG
Guoqing WANG
Leida LI

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E100-D    No.12    pp.3032-3035
Publication Date: 2017/12/01
Publicized: 2017/08/31
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2017EDL8008
Type of Manuscript: LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
face recognition,  vein recognition,  transfer learning,  sparse representation,  

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Summary: 
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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