JOURNAL ARTICLE

A robust target tracking algorithm for FLIR imagery

Alex Chan

Year: 2010 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 7696 Pages: 769603-769603   Publisher: SPIE

Abstract

A robust target tracking algorithm is proposed to overcome a number of challenges often associated with the FLIR imagery. Several disjoint intermediate background models are used to form an accurate and dynamic representation of the current background. The signatures of moving targets are captured and enhanced through a set of image filters, while the next movements of these targets are reasonably estimated using a set of kinematic predictors. By integrating the effective target detection method with the robust background modeling process, an excellent target tracking performance can be achieved.

Keywords:
Artificial intelligence Computer science Computer vision Tracking (education) Kinematics Disjoint sets Robustness (evolution) Set (abstract data type) Process (computing) Representation (politics) Algorithm Pattern recognition (psychology) Mathematics

Metrics

11
Cited By
3.56
FWCI (Field Weighted Citation Impact)
0
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Infrared Target Detection Methodologies
Physical Sciences →  Engineering →  Aerospace Engineering
Video Surveillance and Tracking Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology

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