Head pose estimation in computer vision: A survey

E Murphy-Chutorian, MM Trivedi - IEEE transactions on pattern …, 2008 - ieeexplore.ieee.org
… Consequently, to computationally estimate human gaze in any configuration, an eye … a
head pose estimation system. This paper presents a survey of the head pose estimation methods

Deep learning for head pose estimation: A survey

A Asperti, D Filippini - SN Computer Science, 2023 - Springer
techniques. We will discuss the evolution of the field by proposing a classification of head
pose estimation methods… the different ways deep learning techniques have been used in the …

Head pose estimation: A survey of the last ten years

K Khan, RU Khan, R Leonardi, P Migliorati… - Signal Processing: Image …, 2021 - Elsevier
Head pose is an important cue in computer vision when using facial information. Over the
last three decades, methods for head pose estimation … Although many techniques have been …

Head pose estimation: An extensive survey on recent techniques and applications

AF Abate, C Bisogni, A Castiglione, M Nappi - Pattern Recognition, 2022 - Elsevier
… In particular, in the case of head pose estimation, if we set the yaw to 90 ∘ , pitch and roll
becames … of pose estimation for the same rotations that lead to an evident estimation problem. …

Evaluation of various state of the art head pose estimation algorithms for clinical scenarios

Y Hammadi, F Grondin, F Ferland, K Lebel - Sensors, 2022 - mdpi.com
… , limited validation of human pose estimation based on image recognition … a brief review of
available head pose estimation algorithms in the literature. Current state-of-the-art head pose

Robust model-based 3d head pose estimation

GP Meyer, S Gupta, I Frosio, D Reddy… - Proceedings of the IEEE …, 2015 - cv-foundation.org
… a method for accurate three dimensional head pose estimation using a commodity depth
camera. We perform pose estimation by registering a morphable face … The pose is estimated on …

[PDF][PDF] Advance in head pose estimation from low resolution images: A review

T Siriteerakul - International Journal of Computer Science Issues(IJCSI …, 2012 - Citeseer
… Therefore, head pose are usually discretized into multiple pose … a survey of the head pose
estimation methods for low resolution images. The survey begins by organizing methods by …

Ego-body pose estimation via ego-head pose estimation

J Li, K Liu, J Wu - Proceedings of the IEEE/CVF Conference …, 2023 - openaccess.thecvf.com
… We study the effects of each component in head pose estimation in Table 4. We showcase
… to improve head translation results. Effects of Head Pose in Full-Body Pose Estimation. We …

Head pose estimation by regression algorithm

AF Abate, P Barra, C Pero, M Tucci - Pattern Recognition Letters, 2020 - Elsevier
… Our approach stimulates the sensitivity of the regression methods to identify the head pose
estimation. The goal is to predict the value of the dependent variable for the three angular …

MFDNet: Collaborative poses perception and matrix Fisher distribution for head pose estimation

H Liu, S Fang, Z Zhang, D Li, K Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… In this section, we firstly introduce the head pose estimation problem and describe some
details of the proposed MFDNet model. Secondly, the triplet module for extracting a more dis…