Head pose estimation in the wild using convolutional neural networks and adaptive gradient methods
M Patacchiola, A Cangelosi - Pattern Recognition, 2017 - Elsevier
Head pose estimation is an old problem that is recently receiving new attention because of
possible applications in human-robot interaction, augmented reality and driving assistance …
possible applications in human-robot interaction, augmented reality and driving assistance …
Driver distraction analysis using face pose cues
CV Hari, P Sankaran - Expert Systems with Applications, 2021 - Elsevier
Vehicle driver distraction is one of the major reasons for road accidents. Involvement with a
co-passenger, use of in-vehicle devices or phone leads to a situation where the driver head …
co-passenger, use of in-vehicle devices or phone leads to a situation where the driver head …
[HTML][HTML] A deep transfer learning model for head pose estimation in rhesus macaques during cognitive tasks: Towards a nonrestraint noninvasive 3Rs approach
Head orientation is a measure of attention used in behavioral psychological research with
non-human primates. It is used across a broad range of disciplines and settings, from the …
non-human primates. It is used across a broad range of disciplines and settings, from the …
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 …
Head pose estimation using transfer learning
P Sreekanth, U Kulkarni, S Shetty… - … Conference on Recent …, 2018 - ieeexplore.ieee.org
Head Pose Estimation is one of the most sought after problems in Computer Vision, as it is
used in many realtime applications such as Advanced Driver Assistance System …
used in many realtime applications such as Advanced Driver Assistance System …
Robust head pose estimation using extreme gradient boosting machine on stacked autoencoders neural network
Head pose estimation is an important sign in helping robots and other intelligence machines
understand human. It plays a vital role in designing human computer interaction systems …
understand human. It plays a vital role in designing human computer interaction systems …
Estimation of driver head yaw angle using a generic geometric model
A Narayanan, RM Kaimal… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Head yaw angle is an important indicator of a driver's distraction. Forward collision warning
systems incorporate head yaw angle estimators for detecting driver's head-off-road glances …
systems incorporate head yaw angle estimators for detecting driver's head-off-road glances …
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 …
Towards simple and accurate human pose estimation with stair network
In this paper, we focus on tackling the precise keypoint coordinates regression task. Most
existing approaches adopt complicated networks with a large number of parameters …
existing approaches adopt complicated networks with a large number of parameters …