Rectangular Feature Recognition Method Based on Whale Algorithm in Complex Background

Yingxiao Li, Jia Liu, Ping Ma

Abstract

Due to the complex background of the observation target, traditional feature extraction methods cannot effectively acquire the target features. Based on the research of target recognition technology and its engineering application, this paper proposes a target recognition method based on rectangular geometric features. Firstly, a linear feature extraction method based on this condition is proposed, which is used to identify the straight line on the edge of a rectangular object. Based on the Hough transform, the problem is transformed into a multi-constraint optimization model, and the whale optimization algorithm is used to solve the model to achieve accurate identification of features in complex backgrounds. The experimental results show that the method can effectively detect the target features even if the number of lines in the image varies greatly, which has better robustness and can improve the engineering execution efficiency.

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Paper Citation


in Harvard Style

Li Y., Liu J. and Ma P. (2019). Rectangular Feature Recognition Method Based on Whale Algorithm in Complex Background.In Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC, ISBN 978-989-758-357-5, pages 24-31. DOI: 10.5220/0008096600240031


in Bibtex Style

@conference{ctisc19,
author={Yingxiao Li and Jia Liu and Ping Ma},
title={Rectangular Feature Recognition Method Based on Whale Algorithm in Complex Background},
booktitle={Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC,},
year={2019},
pages={24-31},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008096600240031},
isbn={978-989-758-357-5},
}


in EndNote Style

TY - CONF

JO - Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC,
TI - Rectangular Feature Recognition Method Based on Whale Algorithm in Complex Background
SN - 978-989-758-357-5
AU - Li Y.
AU - Liu J.
AU - Ma P.
PY - 2019
SP - 24
EP - 31
DO - 10.5220/0008096600240031