首页> 外文会议>International Conference on Machine Learning and Cybernetics >A new method of gait recognition independent of view angle
【24h】

A new method of gait recognition independent of view angle

机译:一种独立于视角的步态识别方法

获取原文

摘要

The research of gait independent of view angle has become an urgent problem to be solved for gait recognition. In this paper, we propose a gait recognition method that the subject can walk at an arbitrary angle. The gait is detected through background subtraction technique. The contour is represented by a novel approach which includes not only the spatial body contour but also the temporal information. To prove be independent of view angle, the relationship model of the walking azimuth angle and the reference view has been modeled. We transform the walking angle to the most similar canonical views angle. Three canonical views angles are adopted in this paper. The errors which come from transformation when the walk angle is far from the only canonical view will greatly be reduced. We test our method on multi-views database. The correct classification ratios show that our method is a nice try.
机译:与视角相似的步态的研究已成为步态认可的紧急问题。在本文中,我们提出了一种步态识别方法,主题可以以任意角度行走。通过背景减法技术检测步态。轮廓由一种新的方法表示,该方法不仅包括空间体轮廓而且包括时间信息。为了独立于观察角度,已经建模了行走方位角的关系模型和参考视图。我们将步行角度转换为最相似的规范视角。本文采用了三个规范视图角度。当行走角远离唯一的规范视图时,转换的误差将大大减少。我们在多视图数据库上测试我们的方法。正确的分类比率表明,我们的方法是一个很好的尝试。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号