Generic and Robust Method for Head Pose Estimation
Head pose estimation has fascinated the research community due to its application in facial motion capture, human-computer interaction and video conferencing. It is a pre-requisite to gaze tracking, face recognition, and facial expression analysis. In this paper, we present a generic and robust meth...
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| Main Authors: | , |
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2016-11-01.
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| Online Access: | Get fulltext |
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| LEADER | 02023 am a22003013u 4500 | ||
|---|---|---|---|
| 001 | ijeecs5985_5320 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Hajraoui, Abdellatif |e author |
| 100 | 1 | 0 | |e contributor |
| 700 | 1 | 0 | |a Sabri, Mohamed |e author |
| 245 | 0 | 0 | |a Generic and Robust Method for Head Pose Estimation |
| 260 | |b Institute of Advanced Engineering and Science, |c 2016-11-01. | ||
| 500 | |a https://ijeecs.iaescore.com/index.php/IJEECS/article/view/5985 | ||
| 520 | |a Head pose estimation has fascinated the research community due to its application in facial motion capture, human-computer interaction and video conferencing. It is a pre-requisite to gaze tracking, face recognition, and facial expression analysis. In this paper, we present a generic and robust method for model-based global 2D head pose estimation from single RGB Image. In our approach we use of the one part the Gabor filters to conceive a robust pose descriptor to illumination and facial expression variations, and that target the pose information. Moreover, we ensure the classification of these descriptors using a SVM classifier. The approach has proved effective view the rate for the correct pose estimations that we got. | ||
| 540 | |a Copyright (c) 2016 Indonesian Journal of Electrical Engineering and Computer Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc-nd/4.0 | ||
| 546 | |a eng | ||
| 690 | |a Technology; Computing and Informatics; Human-Computer Interaction | ||
| 690 | |a Pose estimation; Face detection; Gabor filters; SVM | ||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 4, No 2: November 2016; 439-446 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v4.i2 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/5985/5320 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/5985/5320 |z Get fulltext |