Face Super-resolution Reconstruction and Recognition Using Non-local Similarity Dictionary Learning Based Algorithm

One of the challenges of face recognition in surveillance is the low resolution of face region. Therefore many superresolution(SR) face reconstruction methods are proposed to produce a high-resolution face image from one or a set of low-resolution face images. However, existing dictionary learning b...

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Veröffentlicht in:	IEEE/CAA journal of automatica sinica 2016-04, Vol.3 (2), p.213-224
Hauptverfasser:	Hao, Ningbo, Liao, Haibin, Qiu, Yiming, Yang, Jie
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Dictionaries dictionary learning Face recognition Image reconstruction Image resolution Learning linear combination Mathematical model non-local similarity Reconstruction Similarity Super resolution face recognition Training
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