SIMULATING DYNAMICAL SYSTEMS FOR EARLY VISION

Babette Dellen, Florentin Wörgötter

2009

Abstract

We propose a novel algorithm for stereo matching using a dynamical systems approach. The stereo correspondence problem is first formulated as an energy minimization problem. From the energy function, we derive a system of differential equations describing the corresponding dynamical system of interacting elements, which we solve using numerical integration. Optimization is introduced by means of a damping term and a noise term, an idea similar to simulated annealing. The algorithm is tested on the Middlebury stereo benchmark.

Paper Citation

in Harvard Style

Dellen B. and Wörgötter F. (2009). SIMULATING DYNAMICAL SYSTEMS FOR EARLY VISION . In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 525-528. DOI: 10.5220/0001800905250528

in Bibtex Style

@conference{visapp09,
author={Babette Dellen and Florentin Wörgötter},
title={SIMULATING DYNAMICAL SYSTEMS FOR EARLY VISION},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={525-528},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001800905250528},
isbn={978-989-8111-69-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)
TI - SIMULATING DYNAMICAL SYSTEMS FOR EARLY VISION
SN - 978-989-8111-69-2
AU - Dellen B.
AU - Wörgötter F.
PY - 2009
SP - 525
EP - 528
DO - 10.5220/0001800905250528