3D Head Pose Estimation through Facial Features and Deep Convolutional Neural Networks

Computers Materials & Continua ◽

10.32604/cmc.2020.013590 ◽

2021 ◽

Vol 66 (2) ◽

pp. 1757-1770

Author(s):

Khalil Khan ◽

Jehad Ali ◽

Kashif Ahmad ◽

Asma Gul ◽

Ghulam Sarwar ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Head Pose Estimation ◽

Facial Features ◽

Head Pose ◽

Deep Convolutional Neural Networks ◽

3D Head Pose Estimation

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Head pose estimation in the wild using Convolutional Neural Networks and adaptive gradient methods

Pattern Recognition ◽

10.1016/j.patcog.2017.06.009 ◽

2017 ◽

Vol 71 ◽

pp. 132-143 ◽

Author(s):

Massimiliano Patacchiola ◽

Angelo Cangelosi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Gradient Methods ◽

Head Pose Estimation ◽

Head Pose ◽

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Face tracking and head pose estimation using convolutional neural networks

Proceedings of the ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation - FAA '10 ◽

10.1145/1924035.1924046 ◽

2010 ◽

Author(s):

Stylianos Asteriadis ◽

Kostas Karpouzis ◽

Stefanos Kollias

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Face Tracking ◽

Head Pose Estimation ◽

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Head Pose Estimation in the Wild Assisted by Facial Landmarks Based on Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2019.2909327 ◽

2019 ◽

Vol 7 ◽

pp. 48470-48483 ◽

Author(s):

Jiahao Xia ◽

Libo Cao ◽

Guanjun Zhang ◽

Jiacai Liao

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Head Pose Estimation ◽

Head Pose ◽

Facial Landmarks ◽

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3D head pose estimation using range images for face recognition

ICARCV 2004 8th Control, Automation, Robotics and Vision Conference, 2004. ◽

10.1109/icarcv.2004.1469026 ◽

2005 ◽

Author(s):

Hwanjong Song ◽

Kwanghoon Sohn

Keyword(s):

Face Recognition ◽

Pose Estimation ◽

Head Pose Estimation ◽

Range Images ◽

Head Pose ◽

3D Head Pose Estimation

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Fusion of 2D face alignment and 3D head pose estimation for robust and real-time performance

Proceedings International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems. In Conjunction with ICCV'99 (Cat. No.PR00378) ◽

10.1109/ratfg.1999.799219 ◽

2003 ◽

Author(s):

J. Sherrah ◽

Shaogang Gong

Keyword(s):

Real Time ◽

Pose Estimation ◽

Head Pose Estimation ◽

Face Alignment ◽

Head Pose ◽

Time Performance ◽

3D Head Pose Estimation

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Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos

Computer Vision -- ACCV 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-16865-4_35 ◽

2015 ◽

pp. 538-552 ◽

Author(s):

Tomas Pfister ◽

Karen Simonyan ◽

James Charles ◽

Andrew Zisserman

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Deep Convolutional Neural Networks

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Accurate 3D head pose estimation under real-world driving conditions: A pilot study

2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2016.7795719 ◽

2016 ◽

Author(s):

Martin Breidt ◽

Heinrich H. Bulthoff ◽

Cristobal Curio

Keyword(s):

Pilot Study ◽

Pose Estimation ◽

Head Pose Estimation ◽

Head Pose ◽

Driving Conditions ◽

3D Head Pose Estimation

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Robust real-time 3D head pose estimation from range data

Pattern Recognition ◽

10.1016/j.patcog.2004.11.020 ◽

2005 ◽

Vol 38 (8) ◽

pp. 1153-1165 ◽

Author(s):

Sotiris Malassiotis ◽

Michael G. Strintzis

Keyword(s):

Real Time ◽

Pose Estimation ◽

Head Pose Estimation ◽

Head Pose ◽

3D Head Pose Estimation

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3D Head Pose Estimation Using Non-rigid Structure-from-motion and Point Correspondence

TENCON 2006 - 2006 IEEE Region 10 Conference ◽

10.1109/tencon.2006.343849 ◽

2006 ◽

Author(s):

Zhenghui Gui ◽

Chao Zhang

Keyword(s):

Pose Estimation ◽

Structure From Motion ◽

Head Pose Estimation ◽

Head Pose ◽

Point Correspondence ◽

Rigid Structure ◽

3D Head Pose Estimation

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A Parameter-Free Locality Sensitive Discriminant Analysis and Its Application to Coarse 3D Head Pose Estimation

Advances in Visual Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-24031-7_55 ◽

2011 ◽

pp. 545-554 ◽

Author(s):

A. Bosaghzadeh ◽

F. Dornaika

Keyword(s):

Discriminant Analysis ◽

Pose Estimation ◽

Head Pose Estimation ◽

Head Pose ◽

3D Head Pose Estimation ◽

Locality Sensitive Discriminant Analysis

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