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دسته بندی:
یادگیری عمیق - deep learning
سال انتشار:
2019
عنوان انگلیسی مقاله:
A survey on deep learning based face recognition
ترجمه فارسی عنوان مقاله:
مروری بر شناخت چهره مبتنی بر یادگیری عمیق
منبع:
Sciencedirect - Elsevier - Computer Vision and Image Understanding, Corrected proof, 102805: doi:10:1016/j:cviu:2019:102805
نویسنده:
Guodong Guo a,b,∗, Na Zhang b
چکیده انگلیسی:
Deep learning, in particular the deep convolutional neural networks, has received increasing interests in face
recognition recently, and a number of deep learning methods have been proposed. This paper summarizes
about 330 contributions in this area. It reviews major deep learning concepts pertinent to face image analysis
and face recognition, and provides a concise overview of studies on specific face recognition problems, such
as handling variations in pose, age, illumination, expression, and heterogeneous face matching. A summary
of databases used for deep face recognition is given as well. Finally, some open challenges and directions are
discussed for future research.
Keywords: Deep learning | Face recognition | Artificial Neural Network | Convolutional Neural Networks | Autoencoder | Generative Adversarial Networks
قیمت: رایگان
توضیحات اضافی:
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