Facial feature point detection: A comprehensive survey

N Wang, X Gao, D Tao, H Yang, X Li - Neurocomputing, 2018 - Elsevier
This paper presents a comprehensive survey of facial feature point detection with the
assistance of abundant manually labeled images. Facial feature point detection favors many …

A comparative study of face landmarking techniques

O Çeliktutan, S Ulukaya, B Sankur - EURASIP Journal on Image and Video …, 2013 - Springer
Face landmarking, defined as the detection and localization of certain characteristic points
on the face, is an important intermediary step for many subsequent face processing …

Fsa-net: Learning fine-grained structure aggregation for head pose estimation from a single image

TY Yang, YT Chen, YY Lin… - Proceedings of the …, 2019 - openaccess.thecvf.com
This paper proposes a method for head pose estimation from a single image. Previous
methods often predict head poses through landmark or depth estimation and would require …

Hyperface: A deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition

R Ranjan, VM Patel, R Chellappa - IEEE transactions on …, 2017 - ieeexplore.ieee.org
We present an algorithm for simultaneous face detection, landmarks localization, pose
estimation and gender recognition using deep convolutional neural networks (CNN). The …

One millisecond face alignment with an ensemble of regression trees

V Kazemi, J Sullivan - … of the IEEE conference on computer …, 2014 - openaccess.thecvf.com
This paper addresses the problem of Face Alignment for a single image. We show how an
ensemble of regression trees can be used to estimate the face's landmark positions directly …

Labeled faces in the wild: A survey

E Learned-Miller, GB Huang, A RoyChowdhury… - Advances in face …, 2016 - Springer
Abstract In 2007, Labeled Faces in the Wild was released in an effort to spur research in
face recognition, specifically for the problem of face verification with unconstrained images …

Face alignment at 3000 fps via regressing local binary features

S Ren, X Cao, Y Wei, J Sun - … of the IEEE conference on computer …, 2014 - cv-foundation.org
This paper presents a highly efficient, very accurate regression approach for face alignment.
Our approach has two novel components: a set of local binary features, and a locality …

Face alignment by coarse-to-fine shape searching

S Zhu, C Li, C Change Loy, X Tang - Proceedings of the IEEE …, 2015 - cv-foundation.org
We present a novel face alignment framework based on coarse-to-fine shape searching.
Unlike the conventional cascaded regression approaches that start with an initial shape and …

Deep convolutional network cascade for facial point detection

Y Sun, X Wang, X Tang - Proceedings of the IEEE …, 2013 - openaccess.thecvf.com
We propose a new approach for estimation of the positions of facial keypoints with three-
level carefully designed convolutional networks. At each level, the outputs of multiple …

Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction

H Liu, H Nie, Z Zhang, YF Li - Neurocomputing, 2021 - Elsevier
Head pose estimation is an important way to understand human attention in the human-
computer interaction. In this paper, we propose a novel anisotropic angle distribution …