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Journal article

Learn to recognise: exploring priors of sparse face recognition on smartphones

Abstract:

Face recognition is one of the important components of many smart devices apps, e.g. face unlocking, people tagging and games on smart phones, tablets or smart glasses. Sparse Representation Classification (SRC) is a state-of-theart face recognition algorithm, which has been shown to outperform many classical face recognition algorithms in OpenCV, e.g., Eigenface algorithm. The success of SRC is due to its use of `1 optimisation, which makes SRC robust to noise and occlusions. Since `1 optimi...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/TMC.2016.2593919

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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Role:
Author
Publisher:
Institute of Electrical and Electronics Engineers
Journal:
IEEE Transactions on Mobile Computing More from this journal
Volume:
16
Issue:
6
Pages:
1705-1717
Publication date:
2017-06-01
Acceptance date:
2016-09-01
DOI:
EISSN:
1558-0660
ISSN:
1536-1233
Keywords:
Pubs id:
pubs:652577
UUID:
uuid:d42d7885-d70e-4474-a696-9103af61408f
Local pid:
pubs:652577
Source identifiers:
652577
Deposit date:
2016-10-14

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