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Fei Peng et al.
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Yue Zhou et al.
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Hyun Kwon et al.
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Ali Dabouei et al.
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Efstathios Chatzikyriakidis et al.
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Xiang Wu et al.
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Matteo Ferrara et al.
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VGGFace2: A dataset for recognising faces across pose and age
Qiong Cao et al.
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Angshul Majumdar et al.
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David J. Robertson et al.
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Andrey Makrushin et al.
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Detection of Face Morphing Attacks by Deep Learning
Clemens Seibold et al.
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Transferable Deep-CNN features for detecting digital and print-scanned morphed face images
R. Raghavendra et al.
2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) (2017)
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Weiyang Liu et al.
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2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2016)
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Tsung-Han Chan et al.
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Zhen Lei et al.
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Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary
Weihong Deng et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2012)
Differential Evolution: A Survey of the State-of-the-Art
Swagatam Das et al.
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Multi-PIE
Ralph Gross et al.
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Face description with local binary patterns:: Application to face recognition
Timo Ahonen et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2006)
Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
CJ Liu et al.
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Completely derandomized self-adaptation in evolution strategies
N Hansen et al.
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