SURVEILLANCE OF OUTDOOR MOVING TARGETS - Matching Targets using Five Features

Nalin Pradeep S., Mayur D. Jain

2006

Abstract

The proposed video surveillance method comprises segmentation of moving targets and tracking the detected objects through five features of the target object. We introduce motion object segmentation based on mean and variance background learning model, and subtraction using both color and edge information. The cognitive fusion of color and edge information helps identifying foreground object. The combination of the five features spatial positions, LBW, Compactness, Orientation and color histogram through particle filter approach tracks the segmented objects. These five features help in matching the target tracks during occlusions, merging of targets, stop and go motion in vary challenging environmental (rainy and snowy) conditions shown in the results. Our proposed method provides solution to common problems related to matching of target tracks. We provide encouraging experimental results calculated on synthetic and real world sequences to demonstrate the algorithm performance.

Paper Citation

in Harvard Style

Pradeep S. N. and D. Jain M. (2006). SURVEILLANCE OF OUTDOOR MOVING TARGETS - Matching Targets using Five Features . In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, ISBN 972-8865-40-6, pages 395-401. DOI: 10.5220/0001367003950401

in Bibtex Style

@conference{visapp06,
author={Nalin Pradeep S. and Mayur D. Jain},
title={SURVEILLANCE OF OUTDOOR MOVING TARGETS - Matching Targets using Five Features},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,},
year={2006},
pages={395-401},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001367003950401},
isbn={972-8865-40-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,
TI - SURVEILLANCE OF OUTDOOR MOVING TARGETS - Matching Targets using Five Features
SN - 972-8865-40-6
AU - Pradeep S. N.
AU - D. Jain M.
PY - 2006
SP - 395
EP - 401
DO - 10.5220/0001367003950401