PUTATIVE MATCH ANALYSIS - A Repeatable Alternative to RANSAC for Matching of Aerial Images

Anders Hast; Andrea Marchetti

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Paper

PUTATIVE MATCH ANALYSIS - A Repeatable Alternative to RANSAC for Matching of Aerial Images

Topics: Features Extraction; Stereo Vision and Structure from Motion

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 341-344, 2012 , Rome, Italy

Authors: Anders Hast ¹ and Andrea Marchetti ²

Affiliations: ¹ Uppsala University and Consiglio Nazionale delle Ricerche, Sweden ; ² Consiglio Nazionale delle Ricerche, Italy

Keyword(s): RANSAC, Feature Matching, Image Stitching, Aerial Photos.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Features Extraction ; Image and Video Analysis ; Motion, Tracking and Stereo Vision ; Stereo Vision and Structure from Motion

Abstract: One disadvantage with RANSAC is that it is based on randomness and will therefore often yield a different set of inliers in each run, especially if the dataset contains a large number of outliers. A repeatable algorithm for finding both matches and the homography is proposed that will yield the same set of matches every time and is therefore a useful tool when trying to evaluate other algorithms involved and their parameters.

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Paper citation in several formats:

Hast, A. and Marchetti, A. (2012). PUTATIVE MATCH ANALYSIS - A Repeatable Alternative to RANSAC for Matching of Aerial Images. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 1: VISAPP; ISBN 978-989-8565-04-4; ISSN 2184-4321, SciTePress, pages 341-344. DOI: 10.5220/0003802603410344

@conference{visapp12,
author={Anders Hast. and Andrea Marchetti.},
title={PUTATIVE MATCH ANALYSIS - A Repeatable Alternative to RANSAC for Matching of Aerial Images},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 1: VISAPP},
year={2012},
pages={341-344},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003802603410344},
isbn={978-989-8565-04-4},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 1: VISAPP
TI - PUTATIVE MATCH ANALYSIS - A Repeatable Alternative to RANSAC for Matching of Aerial Images
SN - 978-989-8565-04-4
IS - 2184-4321
AU - Hast, A.
AU - Marchetti, A.
PY - 2012
SP - 341
EP - 344
DO - 10.5220/0003802603410344
PB - SciTePress