Head and shoulders pose estimation using a body-mounted camera

Head and shoulders pose estimation using a body-mounted camera
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使用随身相机进行头部和肩部姿势估计

DOI:
10.1109/urai.2017.7992904
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发表时间:
2017
期刊:
2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)
影响因子:
--
通讯作者:
H. Yamazoe
H. Yamazoe
中科院分区:
--
文献类型:
--
作者:
H. Yamazoe

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在本文中,我们提出了一个可穿戴的基于相机的姿势估计用户的头部和肩部。所提出的系统安装在用户的胸部上,并且相机向上看以观察用户的头部和肩部区域。该方法基于梯度方向直方图(HoG)特征和支持向量回归(SVR)。本文给出了初步的实验结果,证明了所提出的方法的有效性。
In this paper, we propose a wearable camera-based pose estimation of a user's head and shoulders. The proposed system is mounted on a user's chest and the camera looks upward to observe a user's head and shoulders region. The proposed method is based on histograms of orientated gradient (HoG) features and support vector regression (SVR). This paper shows the preliminary experimental results that demonstrate the effectiveness of the proposed method.
DOI: 10.1007/978-3-540-24646-6_1
发表时间: 2004-01-01
期刊: PERVASIVE COMPUTING, PROCEEDINGS
影响因子: --
作者:
Bao, L;Intille, SS
通讯作者: Intille, SS