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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 …
many approaches have constantly been developed, leading to a progressive improvement …
Toward robust and unconstrained full range of rotation head pose estimation
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
recognition (HGR) has received limited attention in terms of datasets, benchmarks, and …