METHOD AND APPARATUS FOR FACE RECOGNITION ROBUST TO ALIGNMENT STATUS OF THE FACE

METHOD AND APPARATUS FOR FACE RECOGNITION ROBUST TO ALIGNMENT STATUS OF THE FACE

A method and apparatus for face recognition robust to an alignment of the face comprising: estimating prior information of a facial shape from an input image cropped from an image including a face using the first deep neural network (DNN); extracting feature information of facial appearance from the...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: BAE, Kang Min, LEE, Youngwan, KWON, Yongjin, PARK, Jongyoul, OH, Sungchan, KIM, Hyungil, MOON, Jin Young, YUN, Kimin
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:A method and apparatus for face recognition robust to an alignment of the face comprising: estimating prior information of a facial shape from an input image cropped from an image including a face using the first deep neural network (DNN); extracting feature information of facial appearance from the input image by using a second DNN; training, by using a face image decoder based on the prior information and the feature information, the face recognition apparatus; and extracting, from a test image, facial shape-aware features in the inference step by using the trained second DNN.