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 …

Retrofitting word embeddings with the UMLS metathesaurus for clinical information extraction

M Alawad, SMS Hasan, JB Christian… - … Conference on Big …, 2018 - ieeexplore.ieee.org
Deep learning has surged in popularity and proven to be effective for various artificial
intelligence applications including information extraction from cancer pathology reports …

Continuous head pose estimation using manifold subspace embedding and multivariate regression

K Diaz-Chito, JM Del Rincon… - IEEE …, 2018 - ieeexplore.ieee.org
In this paper, a continuous head pose estimation system is proposed to estimate yaw and
pitch head angles from raw facial images. Our approach is based on manifold learning …

Tensor decomposition and non-linear manifold modeling for 3D head pose estimation

D Derkach, A Ruiz, FM Sukno - International Journal of Computer Vision, 2019 - Springer
Head pose estimation is a challenging computer vision problem with important applications
in different scenarios such as human–computer interaction or face recognition. In this paper …

Deep learning for head pose estimation: A survey

A Andrea, F Daniele - 2023 - dlib.phenikaa-uni.edu.vn
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 …

3D head pose estimation using tensor decomposition and non-linear manifold modeling

D Derkach, A Ruiz, F Sukno - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Head pose estimation is a challenging computer vision problem with important applications
in different scenarios such as human-computer interaction or face recognition. In this paper …

Learning Neural Graph Representations in Non-Euclidean Geometries

FJ Lopez - 2023 - archiv.ub.uni-heidelberg.de
The success of Deep Learning methods is heavily dependent on the choice of the data
representation. For that reason, much of the actual effort goes into Representation Learning …

Study and analysis of head pose estimation methods and databases

D Filippini - amslaurea.unibo.it
Head pose estimation is an active and popular area of research. Over the years many
approaches have constantly been developed, leading to a progressive improvement in …

Local Neighbor Propagation Embedding

S Liu, Y Yu - arxiv preprint arxiv:2006.16009, 2020 - arxiv.org
Manifold Learning occupies a vital role in the field of nonlinear dimensionality reduction and
its ideas also serve for other relevant methods. Graph-based methods such as Graph …

Spectrum analysis methods for 3d facial expression recognition and head pose estimation

D Derkach - 2018 - dialnet.unirioja.es
Facial analysis has attracted considerable research efforts over the last decades, with a
growing interest in improving the interaction and cooperation between people and …