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Authors: Romain Dieny ; Jerome Thevenon ; Jesus Martinez-del-Rincon and Jean-Christophe Nebel

Affiliation: Digitial Imaging Research Centre and Kingston University, United Kingdom

Keyword(s): Stereo correspondence, Dynamic programming, Sequence alignment, Bioinformatics, Parameter estimation.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Geometry and Modeling ; Image-Based Modeling ; Matching Correspondence and Flow ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Software Engineering ; Stereo Vision and Structure from Motion

Abstract: In this paper, we exploit the analogy between protein sequence alignment and image pair correspondence to design a bioinformatics-inspired framework for stereo matching based on dynamic programming. This approach also led to the creation of a meaningfulness graph, which helps to predict matching validity according to image overlap and pixel similarity. Finally, we propose an automatic procedure to estimate automatically all matching parameters. This work is evaluated qualitatively and quantitatively using a standard benchmarking dataset and by conducting stereo matching experiments between images captured at different resolutions. Results confirm the validity of the computer vision/bioinformatics analogy to develop a versatile and accurate low complexity stereo matching algorithm.

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Paper citation in several formats:
Dieny, R.; Thevenon, J.; Martinez-del-Rincon, J. and Nebel, J. (2011). BIOINFORMATICS INSPIRED ALGORITHM FOR STEREO CORRESPONDENCE. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP; ISBN 978-989-8425-47-8; ISSN 2184-4321, SciTePress, pages 465-473. DOI: 10.5220/0003312304650473

@conference{visapp11,
author={Romain Dieny. and Jerome Thevenon. and Jesus Martinez{-}del{-}Rincon. and Jean{-}Christophe Nebel.},
title={BIOINFORMATICS INSPIRED ALGORITHM FOR STEREO CORRESPONDENCE},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP},
year={2011},
pages={465-473},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003312304650473},
isbn={978-989-8425-47-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP
TI - BIOINFORMATICS INSPIRED ALGORITHM FOR STEREO CORRESPONDENCE
SN - 978-989-8425-47-8
IS - 2184-4321
AU - Dieny, R.
AU - Thevenon, J.
AU - Martinez-del-Rincon, J.
AU - Nebel, J.
PY - 2011
SP - 465
EP - 473
DO - 10.5220/0003312304650473
PB - SciTePress