A Variational Approach for Optical Flow Estimation in Infra-Red or Thermal Images

被引:0
|
作者
Kumar, Sanoj [1 ]
Kumar, Sanjeev [1 ]
Raman, Balasubramanian [2 ]
机构
[1] IIT Roorkee, Dept Math, Haridwar 24667, Uttarakhand, India
[2] IIT Roorkee, Dept Comp Sci & Engn, Haridwar 24667, Uttarakhand, India
来源
2013 IEEE SECOND INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP) | 2013年
关键词
Optical flow; infra-red imaging; thermal imaging; visual surveillance; motion information;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The most important application of the thermo vision system is the detection and tracking of moving objects in infrared images. In this paper, we have designed an approach for estimating the optical flow in thermal image sequences. This optical flow estimation approach is based on local as well as a global method which takes the advantages of both the brightness constancy assumption and spatiotemporal smoothness constraints. A new nonlinear cost function is designed with these constraints. This nonlinear cost function is minimized by the modified steepest descent method. The estimated optical flow fields demonstrate a high level of random motions caused by thermal noise. The experimental results show the robustness of the proposed method.
引用
收藏
页码:56 / 61
页数:6
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