文章基本信息

标题：熱画像を用いた人物全身像の実時間姿勢推定
本地全文：下载
作者：岩澤昭一郎 ; 海老原一之 ; 大谷淳等
期刊名称：映像情報メディア学会誌
印刷版ISSN：1342-6907
电子版ISSN：1881-6908
出版年度：1997
卷号：51
期号：8
页码：1270-1277
DOI：10.3169/itej.51.1270
出版社：The Institute of Image Information and Television Engineers
摘要：This paper proposes a new real-time method for estimating human body postures from thermal images acquired by an infrared camera, regardless of the background and lighting conditions. Distance transformation is performed for the human body area extracted from the thresholded thermal image, in order to calculate the center of gravity. After the orientation of the upper half of the body is obtained by calculating the moment of inertia, significant points such as the top of the head and the ends of the hands and feet are heuristically located. In addition, the elbow and knee positions are estimated from the detected (significant) points, using a genetic-algorithm-based learning procedure. The experimental results demonstrate the robustness of the proposed algorithm and real-time performance (faster than 20 frames per second).
关键词：熱画像;姿勢推定;人物像処理;遺伝的アルゴリズム;実時間