An Anisotropic and Asymmetric Causal Filtering Based Corner Detection Method

Ghulam Shokouh; Philippe Montesinos; Baptiste Magnier

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Paper

An Anisotropic and Asymmetric Causal Filtering Based Corner Detection Method

Topics: Computer Vision Algorithms; Digital Filtering; Image Segmentation

In Proceedings of the 3rd International Conference on Image Processing and Vision Engineering IMPROVE - Volume 1, 92-99, 2023 , Prague, Czech Republic

Authors: Ghulam Shokouh ; Philippe Montesinos and Baptiste Magnier

Affiliation: EuroMov Digital Health in Motion, Univ. Montpellier, IMT Mines Ales, Ales, France

Keyword(s): Causal Filter, Anisotropic Filtering, Asymmetric Diffusion, Corner Detection.

Abstract: An asymmetric-anisotropic causal diffusion filtering-based curvature operator is proposed in this communication. The new corner operator produces optimal results on small structures, such as, corners at pixel level and also sub-pixel level precision. Meanwhile, this method is robust against noises due to its asymmetric diffusion scheme. Experiments have been performed on a set of both synthetic and real images. The obtained results are promising and better without any ambiguity as compared with the two referenced corner operators, namely Kitchen Rosenfeld and Harris corner detector.

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Paper citation in several formats:

Shokouh, G.; Montesinos, P. and Magnier, B. (2023). An Anisotropic and Asymmetric Causal Filtering Based Corner Detection Method. In Proceedings of the 3rd International Conference on Image Processing and Vision Engineering - IMPROVE; ISBN 978-989-758-642-2; ISSN 2795-4943, SciTePress, pages 92-99. DOI: 10.5220/0011855600003497

@conference{improve23,
author={Ghulam Shokouh. and Philippe Montesinos. and Baptiste Magnier.},
title={An Anisotropic and Asymmetric Causal Filtering Based Corner Detection Method},
booktitle={Proceedings of the 3rd International Conference on Image Processing and Vision Engineering - IMPROVE},
year={2023},
pages={92-99},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011855600003497},
isbn={978-989-758-642-2},
issn={2795-4943},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Image Processing and Vision Engineering - IMPROVE
TI - An Anisotropic and Asymmetric Causal Filtering Based Corner Detection Method
SN - 978-989-758-642-2
IS - 2795-4943
AU - Shokouh, G.
AU - Montesinos, P.
AU - Magnier, B.
PY - 2023
SP - 92
EP - 99
DO - 10.5220/0011855600003497
PB - SciTePress