Multiple object tracking using HSV color space

Authors:
S. Saravanakumar;A. Vadivel;C. G. Saneem Ahmed
Affiliations:
National Institute of Technology, Tiruchirappalli, Tamilnadu, India;National Institute of Technology, Tiruchirappalli, Tamilnadu, India;National Institute of Technology, Tiruchirappalli, Tamilnadu, India
Venue:
Proceedings of the 2011 International Conference on Communication, Computing & Security
Year:
2011

Citing 3
Cited 1

A Sampling Algorithm for Tracking Multiple Objects

ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Object Level Frame Comparison for Video Shot Detection

WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Video object tracking using adaptive Kalman filter

Journal of Visual Communication and Image Representation

An interactive personalized video summarization based on sketches

Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry

Quantified Score

Hi-index	0.01

Visualization

Abstract

Multiple object tracking is one of the most advanced researches in the field of computer vision. Various algorithms and approaches have been proposed and most of them use both foreground and background information. In this paper, we propose a multiple object strategy along with a failure recovery mechanism. The frames are modeled as target and non-target and based on which the tracking strategy works. The pixel values in the target and non-target group is transformed to HSV color space and represented as true and gray value. While tracking multiple objects, the tracking fails during occlusion, we handle this situation by using a suitable failure detection strategy. The histograms of the target objects in the current frame and the next frame is used for failure recovery. For evaluating the performance of the proposed method, we have used PETS video sequences and compare it with some of the recently proposed method. The result is encouraging.