Paper Title:
The Target Tracking Method Based on Camshift Algorithm Combined with SIFT
  Abstract

Since Camshift algorithm leads to failed tracking results when the color information of the target region is similar with the background or is not precise enough, to solve this problem a tracking method based on Camshift and SIFT was proposed in this paper. In this method, SIFT feature points, which were used to construct the color histogram and the color probability distribution, were extracted from the target region first. Then SIFT points were also extracted from the search region and these two sets of SIFT points were matched. Since the proposed method used the matched SIFT points to properly guide the location of targets, experimental results show that with the new method some more accurate and robust tracking results have been obtained.

  Info
Periodical
Edited by
Wenya Tian and Linli Xu
Pages
281-286
DOI
10.4028/www.scientific.net/AMR.186.281
Citation
J. Y. Zhang, H. Y. Wu, S. Chen, D. S. Xia, "The Target Tracking Method Based on Camshift Algorithm Combined with SIFT", Advanced Materials Research, Vol. 186, pp. 281-286, 2011
Online since
January 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Yan Wei Wang, Si Qing Zhang, Bing Lin, Hong Liang, Yan Ming Pan
Chapter 4: Modeling, Automation and Related Themes
Abstract:Feature Point Extraction Method of X-ray Image Based on Scale Invariant is proposed in this paper for industrial X-ray image with low...
667
Authors: Yun Ji Zhao, Hai Long Pei
Chapter 6: Sensors and Intelligent Instrument
Abstract:In vision-based autonomous landing system of UAV (Unmanned Aerial Vehicle), the efficiency of object detection and tracking will directly...
560
Authors: Lei Shao, Yi Mu, Peng Guo, Jun Liu, Guo Ling Dong, Hong Li Liu
Chapter 3: Data, Text, Sound, Image, Signal and Video Processing and Technologies
Abstract:Image segmentation is the key step in image recognition,the result of segmentation affects the one of recognition directly.The article...
330