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Deep learning for biometrics: A survey
In the recent past, deep learning methods have demonstrated remarkable success for
supervised learning tasks in multiple domains including computer vision, natural language …
supervised learning tasks in multiple domains including computer vision, natural language …
Age estimation via face images: a survey
Facial aging adversely impacts performance of face recognition and face verification and
authentication using facial features. This stochastic personalized inevitable process poses …
authentication using facial features. This stochastic personalized inevitable process poses …
Deep expectation of real and apparent age from a single image without facial landmarks
In this paper we propose a deep learning solution to age estimation from a single face
image without the use of facial landmarks and introduce the IMDB-WIKI dataset, the largest …
image without the use of facial landmarks and introduce the IMDB-WIKI dataset, the largest …
Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal
Understanding shadows from a single image consists of two types of task in previous
studies, containing shadow detection and shadow removal. In this paper, we present a multi …
studies, containing shadow detection and shadow removal. In this paper, we present a multi …
Ordinal regression with multiple output cnn for age estimation
To address the non-stationary property of aging patterns, age estimation can be cast as an
ordinal regression problem. However, the processes of extracting features and learning a …
ordinal regression problem. However, the processes of extracting features and learning a …
Masked contrastive graph representation learning for age estimation
Age estimation of face images is a crucial task with various practical applications in areas
such as video surveillance and Internet access control. While deep learning-based age …
such as video surveillance and Internet access control. While deep learning-based age …
Heterogeneous face attribute estimation: A deep multi-task learning approach
Face attribute estimation has many potential applications in video surveillance, face
retrieval, and social media. While a number of methods have been proposed for face …
retrieval, and social media. While a number of methods have been proposed for face …
What else does your biometric data reveal? A survey on soft biometrics
Recent research has explored the possibility of extracting ancillary information from primary
biometric traits viz., face, fingerprints, hand geometry, and iris. This ancillary information …
biometric traits viz., face, fingerprints, hand geometry, and iris. This ancillary information …
Using ranking-CNN for age estimation
Human age is considered an important biometric trait for human identification or search.
Recent research shows that the aging features deeply learned from large-scale data lead to …
Recent research shows that the aging features deeply learned from large-scale data lead to …
Deep regression forests for age estimation
Age estimation from facial images is typically cast as a nonlinear regression problem. The
main challenge of this problem is the facial feature space wrt ages is inhomogeneous, due …
main challenge of this problem is the facial feature space wrt ages is inhomogeneous, due …