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Authors: Janeth Cruz ; Leopoldo Altamirano and Josué Pedroza

Affiliation: National Institute of Astrophysics, Optics and Electronics Enrique, Mexico

Keyword(s): Adaptive tracking algorithms, Estimation filters, Performance evaluation.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Human-Computer Interaction ; Matching Correspondence and Flow ; Methodologies and Methods ; Motion and Tracking ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Physiological Computing Systems

Abstract: This paper compares the performance of adaptive trackers based on multiple algorithms. The aim of using multiple algorithms is to increase the robustness of the trackers under varying conditions. We perform two estimation algorithms UKF and IMM to measure the performance of tracking on outdoor scenes with occlusions. The purpose of this paper is to measure and evaluate tracker reliability for be able to determine the position of a target. The performance is evaluated using metrics related to truth track. We give a positional evaluation and statistics values of the performance of visual tracking systems, which adapt to changing environments.

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Paper citation in several formats:
Cruz, J.; Altamirano, L. and Pedroza, J. (2006). PERFORMANCE OF ADAPTIVE TRACKING ALGORITHMS. In Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 2: VISAPP; ISBN 972-8865-40-6; ISSN 2184-4321, SciTePress, pages 229-236. DOI: 10.5220/0001377702290236

@conference{visapp06,
author={Janeth Cruz. and Leopoldo Altamirano. and Josué Pedroza.},
title={PERFORMANCE OF ADAPTIVE TRACKING ALGORITHMS},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 2: VISAPP},
year={2006},
pages={229-236},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001377702290236},
isbn={972-8865-40-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 2: VISAPP
TI - PERFORMANCE OF ADAPTIVE TRACKING ALGORITHMS
SN - 972-8865-40-6
IS - 2184-4321
AU - Cruz, J.
AU - Altamirano, L.
AU - Pedroza, J.
PY - 2006
SP - 229
EP - 236
DO - 10.5220/0001377702290236
PB - SciTePress

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