3D Depth Estimation for Target Region using Optical Flow and Mean-Shift Algorithm for the International Conference on Control, Automation and Systems 2008 (ICCAS 2008)

被引:0
|
作者
Seon-Yeong [1 ]
Kim, Jong-Hun [2 ]
Kim, Jeong-Ho [2 ]
Lee, Dae-Woo [2 ]
Cho, Kyeum-Rae [2 ]
机构
[1] Pusan Natl Univ, Dept Aerosp Engn, Pusan, South Korea
[2] Pusan Natl Univ, Pusan, South Korea
关键词
3D depth; optical flow; mean-shift; camera motion;
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
Tracking in the image is important to get information in many difference sides. Also, we can get more useful information using only image. However, 2D image isn't enough for getting more information. The purpose of this study is realization the 3D virtual target and surround environment models using 3D locate information. In the image, it's hard to distinguish between target and surround. Mean-Shift algorithm for target tracking sets ROI and indicates the target from surround. Subspace method and another method which uses optical flow and camera motion give 3D information. The same thing of both methods is that optical flow used for depth estimation. Subspace method uses residual function from least square method. In the other side, another method using region optical flow has formulas so easier to apply. This paper presents the first step of getting 3D locate information and also, paper includes comparing algorithms.
引用
收藏
页码:57 / 62
页数:6
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