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Head pose estimation using learned discretization

2017 IEEE International Conference on Image Processing (ICIP), 2017
We address the problem of automated discretization for continuous labels in the context of head pose estimation from overhead cameras. Due to the lack of visual detail, precise head pose estimates are not always possible. A common approach is to discretize the space of head pose angles, turning a real-valued prediction task into a coarser (ordered ...
Se Yeon Kim   +2 more
openaire   +1 more source

Robust Head Pose Estimation Using LGBP

18th International Conference on Pattern Recognition (ICPR'06), 2006
In this paper, we introduce a novel discriminative feature which is efficient for pose estimation. The multi-view face representation is based on Local Gabor Binary Patterns( LGBP) and encodes the local facial characteristics in to a compact feature histogram.
Bingpeng Ma   +4 more
openaire   +1 more source

Head Pose Estimation In Classroom Scenes

2022 4th International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM), 2022
Jiayi Shen, Xue Qin, Zhenyu Zhou
openaire   +1 more source

Vector Quantization Segmentation for Head Pose Estimation

2006
Head pose estimation is an important area of investigation for understanding human dynamics. Appearance-based methods are one of the popular solutions to this problem. In this paper we present a novel approach using vector quantization that adds spatial information to the feature set.
José Lopes 0004, Sameer Singh 0002
openaire   +1 more source

Evaluation of Head Pose Estimation for Studio Data

2007
This paper introduces our head pose estimation system that localizes nose-tip of the faces and estimate head poses in studio quality pictures. After the nose-tip in the training data are manually labeled, the appearance variation caused by head pose changes is characterized by tensor model. Given images with unknown head pose and nose-tip location, the
Jilin Tu   +3 more
openaire   +1 more source

Pedestrian dead reckoning with novel heading estimation under magnetic interference and multiple smartphone postures

Measurement: Journal of the International Measurement Confederation, 2021
Ruizhi Chen, Yuan Wu, Haitao Zhou
exaly  

Camera Pose Estimation using Human Head Pose Estimation

Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022
Robert Fischer 0009   +2 more
openaire   +1 more source

Robust Heading Estimation Algorithm for Android Smartphones

IEEE Transactions on Instrumentation and Measurement, 2023
Hongji Cao, Yunjia Wang, Jingxue Bi
exaly  

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