Head pose estimation through multi-class face segmentation
The aim of this work is to explore the usefulness of face semantic segmentation for head
pose estimation. We implement a multi-class face segmentation algorithm and we train a …
pose estimation. We implement a multi-class face segmentation algorithm and we train a …
Head pose estimation with soft labels using regularized convolutional neural network
L Xu, J Chen, Y Gan - Neurocomputing, 2019 - Elsevier
Head pose estimation has many wide applications such as driver monitoring, attention
recognition and multi-view facial analysis. Most of the previous works routinely utilize …
recognition and multi-view facial analysis. Most of the previous works routinely utilize …
Applied statistical learning
M Schonlau - Statistics and computing. Springer: Cham, 2023 - Springer
I worked for 11 years at the RAND corporation, a public-policy think tank, in the USA before
returning to academia in Canada. During this time, I worked mostly in teams with social …
returning to academia in Canada. During this time, I worked mostly in teams with social …
Head pose estimation using improved label distribution learning with fewer annotations
L Xu, J Chen, Y Gan - Multimedia Tools and Applications, 2019 - Springer
Head pose estimation in unconstrained environment remains a challenging task due to
background clutter, illumination changes, and appearance variabilities. Multivariate label …
background clutter, illumination changes, and appearance variabilities. Multivariate label …
Adaptive Head Pose Estimation with Real-Time Structured Light
Head pose estimation (HPE) is a crucial task in pose recognition, but the existing HPE
methods suffer from low robustness, low accuracy and inconvenience of contact …
methods suffer from low robustness, low accuracy and inconvenience of contact …
Stacking
M Schonlau - Applied Statistical Learning: With Case Studies in Stata, 2023 - Springer
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journal Publish with us Track your research Search Cart Book cover Applied Statistical Learning …
journal Publish with us Track your research Search Cart Book cover Applied Statistical Learning …
Learning toward practical head pose estimation
G Sang, F He, R Zhu, S Xuan - Optical Engineering, 2017 - spiedigitallibrary.org
Head pose is useful information for many face-related tasks, such as face recognition,
behavior analysis, human–computer interfaces, etc. Existing head pose estimation methods …
behavior analysis, human–computer interfaces, etc. Existing head pose estimation methods …
Head pose estimation using deep multitask learning
L Xu, J Chen, Y Gan - Journal of Electronic Imaging, 2019 - spiedigitallibrary.org
Head pose estimation (HPE) plays a vital role in the field of human–computer interaction
and remains a challenging task due to individual differences. To mitigate this issue, we …
and remains a challenging task due to individual differences. To mitigate this issue, we …
Estudio del uso de datos sintéticos hiperrealistas en la detección de landmarks faciales
D Gómez Ortiz - 2023 - oa.upm.es
El análisis facial es una de las áreas más activas y desafiantes de la visión por computador,
que tiene como objetivo extraer información relevante de las imágenes de rostros humanos …
que tiene como objetivo extraer información relevante de las imágenes de rostros humanos …
Entropy-weighted feature-fusion method for head-pose estimation
XM Wang, K Liu, X Qian - EURASIP journal on image and video …, 2016 - Springer
This paper proposes a novel entropy-weighted Gabor-phase congruency (EWGP) feature
descriptor for head-pose estimation on the basis of feature fusion. Gabor features are robust …
descriptor for head-pose estimation on the basis of feature fusion. Gabor features are robust …