Age synthesis and estimation via faces: A survey
Human age, as an important personal trait, can be directly inferred by distinct patterns
emerging from the facial appearance. Derived from rapid advances in computer graphics …
emerging from the facial appearance. Derived from rapid advances in computer graphics …
Age progression/regression by conditional adversarial autoencoder
Abstract" If I provide you a face image of mine (without telling you the actual age when I took
the picture) and a large amount of face images that I crawled (containing labeled faces of …
the picture) and a large amount of face images that I crawled (containing labeled faces of …
Age invariant face recognition: a survey on facial aging databases, techniques and effect of aging
Age invariant face recognition (AIFR) is highly required in many applications like law
enforcement, national databases and security. Recognizing faces across aging is difficult …
enforcement, national databases and security. Recognizing faces across aging is difficult …
When age-invariant face recognition meets face age synthesis: A multi-task learning framework
To minimize the effects of age variation in face recognition, previous work either extracts
identity-related discriminative features by minimizing the correlation between identity-and …
identity-related discriminative features by minimizing the correlation between identity-and …
Learning face age progression: A pyramid architecture of gans
The two underlying requirements of face age progression, ie aging accuracy and identity
permanence, are not well studied in the literature. In this paper, we present a novel …
permanence, are not well studied in the literature. In this paper, we present a novel …
When age-invariant face recognition meets face age synthesis: a multi-task learning framework and a new benchmark
To minimize the impact of age variation on face recognition, age-invariant face recognition
(AIFR) extracts identity-related discriminative features by minimizing the correlation between …
(AIFR) extracts identity-related discriminative features by minimizing the correlation between …
Lifespan age transformation synthesis
We address the problem of single photo age progression and regression—the prediction of
how a person might look in the future, or how they looked in the past. Most existing aging …
how a person might look in the future, or how they looked in the past. Most existing aging …
Towards age-invariant face recognition
Despite the remarkable progress in face recognition related technologies, reliably
recognizing faces across ages remains a big challenge. The appearance of a human face …
recognizing faces across ages remains a big challenge. The appearance of a human face …
A compositional and dynamic model for face aging
In this paper, we present a compositional and dynamic model for face aging. The
compositional model represents faces in each age group by a hierarchical And-or graph, in …
compositional model represents faces in each age group by a hierarchical And-or graph, in …
Face verification across age progression using discriminative methods
Face verification in the presence of age progression is an important problem that has not
been widely addressed. In this paper, we study the problem by designing and evaluating …
been widely addressed. In this paper, we study the problem by designing and evaluating …