Paper Title:
Research on Stratified Re-Sampling Particle Filter Target Tracking Algorithm Based on Multiple Clues
  Abstract

To further improve the performance of video object tracking and overcome the instability brought by using a single measurement source, a new particle filter algorithm was proposed which combined the color with contour information. The methord used color likelihood model to predict object, geometric active contour model to update the particle, and Stratified Re-sampling method to overcome the particle degradation. Experimental results show that the proposed algorithm is more robust than the traditional algorithm based on a single clue in occlusion, even though the color of the object is very similar to the background, it still tracks the target accurately.

  Info
Periodical
Key Engineering Materials (Volumes 474-476)
Edited by
Garry Zhu
Pages
386-391
DOI
10.4028/www.scientific.net/KEM.474-476.386
Citation
J. Cao, Q. H. Zeng, "Research on Stratified Re-Sampling Particle Filter Target Tracking Algorithm Based on Multiple Clues", Key Engineering Materials, Vols. 474-476, pp. 386-391, 2011
Online since
April 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: Dao De Zhang, Xin Yu Hu, Yu Rong Pan, Guang You Yang
Abstract:To segment the pebrine from the background effectively, this paper focuses on the research of image segmentation technology on the basis of...
2019
Authors: Yan Fen Mao, Ming Chen
Chapter 7: Computer Application in Design and Manufacturing (1)
Abstract:This paper addresses the problem of dissimilarity measurement and incorporates an auto-correlogram operator into probabilistic tracking....
3860
Authors: Qiu Chun Jin, Xiao Li Tong
Chapter 4: Materials Processing Technology
Abstract:Color quantization is an important technique for image analysis that reduces the number of distinct colors for a color image. A novel color...
650
Authors: Yong Hu
Chapter 11: Image Processing Technology
Abstract:In this literature, an automatic white balance adjustment algorithm based on Gaussian decomposition is proposed. The improved algorithm is...
2542
Authors: Xiao Min Xie, Chang Ming Wang, Ai Jun Zhang
Chapter 7: Developments in Medical Technologies and Images Processing Technologies
Abstract:The aim of the paper is to provide three enhancement methods for processing color images, including: RGB Histogram equalization, the method...
1664