CORNER DETECTION WITH MINIMAL EFFORT ON MULTIPLE SCALES

Ernst D. Dickmanns

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Paper

CORNER DETECTION WITH MINIMAL EFFORT ON MULTIPLE SCALES

Topics: Feature Extraction; Real-Time Vision; Video Analysis; Visual Navigation

In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 315-320, 2008 , Funchal, Madeira, Portugal

Author: Ernst D. Dickmanns

Affiliation: UniBw Munich, Germany

Keyword(s): Image processing, feature extraction, corner detection.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Feature Extraction ; Features Extraction ; Image and Video Analysis ; Informatics in Control, Automation and Robotics ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Real-Time Vision ; Signal Processing, Sensors, Systems Modeling and Control ; Software Engineering ; Video Analysis ; Visual Navigation

Abstract: Based on results of fitting linearly shaded blobs to rectangular image regions a new corner detector has been developed. A plane with least sum of errors squared is fit to the intensity distribution within a mask having four mask elements of same rectangular shape and size. Averaged intensity values in these mask elements allow very efficient simultaneous computation of pyramid levels and a new corner criterion at the center of the mask on these levels. The method is intended for real-time application and has thus been designed for minimal computing effort. It nicely fits into the ‘Unified Blob-edge-corner Method’ (UBM) developed recently. Results are given for road scenes.

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Paper citation in several formats:

Dickmanns, E. (2008). CORNER DETECTION WITH MINIMAL EFFORT ON MULTIPLE SCALES. In Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 315-320. DOI: 10.5220/0001070703150320

@conference{visapp08,
author={Ernst D. Dickmanns.},
title={CORNER DETECTION WITH MINIMAL EFFORT ON MULTIPLE SCALES},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={315-320},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001070703150320},
isbn={978-989-8111-21-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP
TI - CORNER DETECTION WITH MINIMAL EFFORT ON MULTIPLE SCALES
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Dickmanns, E.
PY - 2008
SP - 315
EP - 320
DO - 10.5220/0001070703150320
PB - SciTePress