Deep learning for head pose estimation: A survey

A Asperti, D Filippini - SN Computer Science, 2023 - Springer
Head pose estimation (HPE) is an active and popular area of research. Over the years,
many approaches have constantly been developed, leading to a progressive improvement …

Toward robust and unconstrained full range of rotation head pose estimation

T Hempel, AA Abdelrahman… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Estimating the head pose of a person is a crucial problem for numerous applications that is
yet mainly addressed as a subtask of frontal pose prediction. We present a novel method for …

[HTML][HTML] Real-time 6dof full-range markerless head pose estimation

R Algabri, H Shin, S Lee - Expert Systems with Applications, 2024 - Elsevier
Head pose estimation is a fundamental function for several applications in human–computer
interactions. Accurate six degrees of freedom head pose estimation (6DoF-HPE) with full …

Face image analysis using machine learning: a survey on recent trends and applications

MH Siddiqi, K Khan, RU Khan, A Alsirhani - Electronics, 2022 - mdpi.com
Human face image analysis using machine learning is an important element in computer
vision. The human face image conveys information such as age, gender, identity, emotion …

GMDL: Toward precise head pose estimation via Gaussian mixed distribution learning for students' attention understanding

T Liu, B Yang, H Liu, J Ju, J Tang… - Infrared Physics & …, 2022 - Elsevier
Students' head pose estimation is a very difficult task since the training data is insufficient for
many head pose angles. In this study, we consider each head pose image as a Gaussian …

Deep learning and machine learning techniques for head pose estimation: a survey

R Algabri, A Abdu, S Lee - Artificial Intelligence Review, 2024 - Springer
Head pose estimation (HPE) has been extensively investigated over the past decade due to
its wide range of applications across several domains of artificial intelligence (AI), resulting …

Exploring emotion expression recognition in older adults interacting with a virtual coach

C Palmero, M deVelasco, MA Hmani, A Mtibaa… - arxiv preprint arxiv …, 2023 - arxiv.org
The EMPATHIC project aimed to design an emotionally expressive virtual coach capable of
engaging healthy seniors to improve well-being and promote independent aging. One of the …

Pose-invariant face recognition via facial landmark based ensemble learning

SD Lin, PEL Otoya - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, pose-invariant face recognition has been mainly approached from a holistic
insight. DCNNs (ArcFace, Elastic Face, FaceNet) are used to compute a face image …

Ccdb-hg: Novel annotations and gaze-aware representations for head gesture recognition

P Vuillecard, A Farkhondeh… - 2024 IEEE 18th …, 2024 - ieeexplore.ieee.org
Despite remarkable progress in various human behavior perception tasks, head gesture
recognition (HGR) has received limited attention in terms of datasets, benchmarks, and …