Head and shoulders pose estimation using a body-mounted camera

被引：0
|
作者：
Yamazoe, Hirotake [1 ]
机构：
[1] Ritsumeikan Univ, Coll Informat Sci & Engn, Kusatsu, Shiga 5258577, Japan
来源：
2017 14TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI) | 2017年
关键词：
body-mounted camera; pose estimation; head and shoulders; ACTIVITY RECOGNITION;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：142 / 145
页数：4
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