Face recognition based on deep learning

W Wang, J Yang, J Xiao, S Li, D Zhou - Human Centered Computing: First …, 2015 - Springer
As one of the non-contact biometrics, face representation had been widely used in many
circumstances. However conventional methods could no longer satisfy the demand at …

Recurrent neural network for facial landmark detection

Y Chen, J Yang, J Qian - Neurocomputing, 2017 - Elsevier
Facial landmark detection is an important issue in many computer vision applications about
faces. It is very challenging as human faces in wild conditions often present large variations …

Fan-face: a simple orthogonal improvement to deep face recognition

J Yang, A Bulat, G Tzimiropoulos - Proceedings of the AAAI Conference on …, 2020 - aaai.org
It is known that facial landmarks provide pose, expression and shape information. In
addition, when matching, for example, a profile and/or expressive face to a frontal one …

[PDF][PDF] DETECTION OF ACCURATE FACIAL DETECTION USING HYBRID DEEP CONVOLUTIONAL RECURRENT NEURAL NETWORK.

M Sivaram, V Porkodi, AS Mohammed… - ICTACT Journal on …, 2019 - ictactjournals.in
Facial Landmark discovery is an imperative issue in numerous PC vision applications about
appearances. It is extremely testing as human faces in wild conditions regularly present …

Augmented EMTCNN: A fast and accurate facial landmark detection network

HW Kim, HJ Kim, S Rho, E Hwang - Applied Sciences, 2020 - mdpi.com
Facial landmarks represent prominent feature points on the face that can be used as anchor
points in many face-related tasks. So far, a lot of research has been done with the aim of …

Facial landmark detection by semi-supervised deep learning

X Tang, F Guo, J Shen, T Du - Neurocomputing, 2018 - Elsevier
In this paper, we propose a semi-supervised facial landmark detection algorithm (SEMI)
based on convolutional neural network (CNN), which can detect facial components and …

Approaching human level facial landmark localization by deep learning

H Fan, E Zhou - Image and Vision Computing, 2016 - Elsevier
In this paper we present our solution to the 300 Faces in the Wild Facial Landmark
Localization Challenge. We demonstrate how to achieve very competitive localization …

Deep recurrent regression for facial landmark detection

H Lai, S Xiao, Y Pan, Z Cui, J Feng… - … on Circuits and …, 2016 - ieeexplore.ieee.org
We propose a novel end-to-end deep architecture for face landmark detection, based on a
deep convolutional and deconvolutional network followed by carefully designed recurrent …

Fast facial landmark detection and applications: A survey

K Khabarlak, L Koriashkina - arXiv preprint arXiv:2101.10808, 2021 - arxiv.org
Dense facial landmark detection is one of the key elements of face processing pipeline. It is
used in virtual face reenactment, emotion recognition, driver status tracking, etc. Early …

Facial landmark detection via attention-adaptive deep network

M Sadiq, D Shi, M Guo, X Cheng - IEEE Access, 2019 - ieeexplore.ieee.org
Facial landmark detection is a key component of the face recognition pipeline as well as
facial attribute analysis and face verification. Recently convolutional neural network-based …