Paper Title:
Video Vehicle Tracking Based on Improved Mean-Shift Algorithm
  Abstract

An improved Mean-Shift-based Video vehicle tracking algorithm was proposed and which can improve the real-time and accuracy of the vehicle detection technology in the application. First, it eliminates the disturbance from unrelated background by mathematical morphology operation between a traffic image and the mask of fixed background area .Then the image sequences are simulated by absolute difference of adaptive threshold for detecting latent target. At last, clusters video frames with similar characteristics which are regarded of the invariant moments vectors by Mean Shift clustering algorithm. Experimental results shown that the improved algorithm has advantages of reducing king region of vehicle matching and vehicle complete occlusion.

  Info
Periodical
Advanced Materials Research (Volumes 179-180)
Edited by
Garry Zhu
Pages
1408-1411
DOI
10.4028/www.scientific.net/AMR.179-180.1408
Citation
W. B. Chen, X. Zhang, S. Q. Luo, "Video Vehicle Tracking Based on Improved Mean-Shift Algorithm", Advanced Materials Research, Vols. 179-180, pp. 1408-1411, 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: Zhen Hui Xu, Bao Quan Mao, Li Xu, Jun Yan Zhao
Chapter 5: Computer-Aided Design in Materials Engineering
Abstract:In order to improve the real-time character of missile radiator tracking and solve the predicting tracking problem when missile radiator...
1584
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: Jin Yu Liu, Zheng Ning Zhang, He Meng Yang
Chapter 8: Data, Signal and Image Processing, Applied Computational Technologies
Abstract:Synthetic Aperture Radar (SAR) has become one of the important means for the ocean remote sensing detection of oil spills. The existing SAR...
1049
Authors: Zhi Hai Sun, Bin Hu, Ying Meng, Wen Hui Zhou
Chapter 4: Practice of Data Processing for Intelligent Systems
Abstract:Visual object detection and tracking have become an important step between computer vision and video analysis. Recent methods almost use mean...
600