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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 …
Retrofitting word embeddings with the UMLS metathesaurus for clinical information extraction
Deep learning has surged in popularity and proven to be effective for various artificial
intelligence applications including information extraction from cancer pathology reports …
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 …
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
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 …
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 …
many approaches have constantly been developed, leading to a progressive improvement …
3D head pose estimation using tensor decomposition and non-linear manifold modeling
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 …
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 …
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 …
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 …
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 …
growing interest in improving the interaction and cooperation between people and …