Age from faces in the deep learning revolution
Face analysis includes a variety of specific problems as face detection, person identification,
gender and ethnicity recognition, just to name the most common ones; in the last two …
gender and ethnicity recognition, just to name the most common ones; in the last two …
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 …
[PDF][PDF] Age and gender prediction and validation through single user images using CNN
Recently, the user's gender and age range are very important for organizations to
understand their customers' needs and develop their strategies to provide more enhanced …
understand their customers' needs and develop their strategies to provide more enhanced …
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 …
Inclusivefacenet: Improving face attribute detection with race and gender diversity
We demonstrate an approach to face attribute detection that retains or improves attribute
detection accuracy across gender and race subgroups by learning demographic information …
detection accuracy across gender and race subgroups by learning demographic information …
Fine-grained age estimation in the wild with attention LSTM networks
Age estimation from a single face image has been an essential task in the field of human-
computer interaction and computer vision, which has a wide range of practical application …
computer interaction and computer vision, which has a wide range of practical application …
Dager: Deep age, gender and emotion recognition using convolutional neural network
This paper describes the details of Sighthound's fully automated age, gender and emotion
recognition system. The backbone of our system consists of several deep convolutional …
recognition system. The backbone of our system consists of several deep convolutional …
Apparent and real age estimation in still images with deep residual regressors on appa-real database
After decades of research, the real (biological) age estimation from a single face image
reached maturity thanks to the availability of large public face databases and impressive …
reached maturity thanks to the availability of large public face databases and impressive …
Efficient group-n encoding and decoding for facial age estimation
Different ages are closely related especially among the adjacent ages because aging is a
slow and extremely non-stationary process with much randomness. To explore the …
slow and extremely non-stationary process with much randomness. To explore the …
An ensemble CNN2ELM for age estimation
Age estimation is a challenging task, because it can be easily affected by gender, race, and
other intrinsic and extrinsic attributes. At the same time, performing age estimation for a …
other intrinsic and extrinsic attributes. At the same time, performing age estimation for a …