GROWING AGGREGATION ALGORITHM FOR DENSE TWO-FRAME STEREO CORRESPONDENCE

Elisabetta Binaghi, Ignazio Gallo, Chiara Fornasier, Mario Raspanti

2006

Abstract

This work aims at defining a new method for matching correspondences in stereoscopic image analysis. The salient aspects of the method are -an explicit representation of occlusions driving the overall matching process and the use of neural adaptive technique in disparity computation. In particular, based on the taxonomy proposed by Scharstein and Szelinsky, the dense stereo matching process has been divided into three tasks: matching cost computation, aggregation of local evidence and computation of disparity values. Within the second phase a new strategy has been introduced in an attempt to improve reliability in computing disparity. An experiment was conducted to evaluate the solutions proposed. The experiment is based on an analysis of test images including data with a ground truth disparity map.

Paper Citation

in Harvard Style

Binaghi E., Gallo I., Fornasier C. and Raspanti M. (2006). GROWING AGGREGATION ALGORITHM FOR DENSE TWO-FRAME STEREO CORRESPONDENCE . In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, ISBN 972-8865-40-6, pages 326-332. DOI: 10.5220/0001362203260332

in Bibtex Style

@conference{visapp06,
author={Elisabetta Binaghi and Ignazio Gallo and Chiara Fornasier and Mario Raspanti},
title={GROWING AGGREGATION ALGORITHM FOR DENSE TWO-FRAME STEREO CORRESPONDENCE},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,},
year={2006},
pages={326-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001362203260332},
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 - GROWING AGGREGATION ALGORITHM FOR DENSE TWO-FRAME STEREO CORRESPONDENCE
SN - 972-8865-40-6
AU - Binaghi E.
AU - Gallo I.
AU - Fornasier C.
AU - Raspanti M.
PY - 2006
SP - 326
EP - 332
DO - 10.5220/0001362203260332