Study on a rapid real-time feature extraction algorithm

被引:0
|
作者
Xu, Bin [1 ]
Li, Xiangna [1 ]
Xue, Weining [1 ]
机构
[1] North China Inst Sci & Technol, Dept Mech Elect Engn, Beijing 101601, Peoples R China
关键词
color feature; feature extracting; monocular vision; object tracking;
D O I
10.4028/www.scientific.net/AMR.709.575
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A fast feature extraction algorithm is presented in this paper based on the color and point feature, With the aim of required feature points, the location of the object includes object region detection and feature point location. The area of object detection is used to look for the centre of gravity point from the scaling image. The feature point location is based on the object region detection, cuts a picture from the image, and extracts speeded up robust feature (SURF) points of the target within the cut picture. The target position is calculated according to the value of the feature points, it provides a basis for object tracking. The experimental results verify the effectiveness of the proposed method.
引用
收藏
页码:575 / 578
页数:4
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