TOWARDS REAL-TIME NEURONAL DISPARITY MAP ESTIMATION

Nadia Baha, Slimane Larabi

2010

Abstract

We propose in this paper a new approach for fast disparity map estimation from pair of stereo images. The disparity map computing is divided into two main steps. The first one deals with computing the initial disparity map using a neuronal DSI (Disparity Space Image) method. Whereas, the second one is a simple and fast method to refine the initial disparity map. New strategies and improvements are introduced so an accurate and fast result can be acquired. In order to reduce the computing time, we implemented some steps of the proposed algorithm on FPGA. Experimental results on real data sets were conducted for evaluating the solutions proposed and comparative evaluation of our method with two others methods is presented.

Paper Citation

in Harvard Style

Baha N. and Larabi S. (2010). TOWARDS REAL-TIME NEURONAL DISPARITY MAP ESTIMATION . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010) ISBN 978-989-674-028-3, pages 355-360. DOI: 10.5220/0002833803550360

in Bibtex Style

@conference{visapp10,
author={Nadia Baha and Slimane Larabi},
title={TOWARDS REAL-TIME NEURONAL DISPARITY MAP ESTIMATION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)},
year={2010},
pages={355-360},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002833803550360},
isbn={978-989-674-028-3},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)
TI - TOWARDS REAL-TIME NEURONAL DISPARITY MAP ESTIMATION
SN - 978-989-674-028-3
AU - Baha N.
AU - Larabi S.
PY - 2010
SP - 355
EP - 360
DO - 10.5220/0002833803550360