The Improved Harris Operator based on Steerable Filter

Lin Zhang, Jinfeng Lu, Jing Wang, Yangyu Wu, Zijuan Jiang

Abstract

The conventional Harris corner detection operator is improved to enhance the missing rate and the detection capability of false corners in this paper. With the materials recognition on automated logistics and packaging line as an example, the acquired images were firstly pretreated to achieve the grayscale images. The rotations of four different angles were performed by the steerable filter based on the grayscale and the corner points were detected. Finally the authenticity corner points were determined through the integrated logic operations. The image data pre-processed was detected using the improved Harris corner operator and compared with the data by the traditional corner detection operator. The false detection rate was decreased to 1.3 % and the missing rate reduced to 2.9% in the experiment. The results show that the improved operator has a strong capability of discerning authenticity angular point and this method can effectively improve the recognition accuracy of corner detection operator.

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Paper Citation


in Harvard Style

Zhang L., Lu J., Wang J., Wu Y. and Jiang Z. (2016). The Improved Harris Operator based on Steerable Filter . In ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME, ISBN 978-989-758-208-0, pages 305-311. DOI: 10.5220/0006449503050311


in Bibtex Style

@conference{isme16,
author={Lin Zhang and Jinfeng Lu and Jing Wang and Yangyu Wu and Zijuan Jiang},
title={The Improved Harris Operator based on Steerable Filter},
booktitle={ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME,},
year={2016},
pages={305-311},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006449503050311},
isbn={978-989-758-208-0},
}


in EndNote Style

TY - CONF
JO - ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME,
TI - The Improved Harris Operator based on Steerable Filter
SN - 978-989-758-208-0
AU - Zhang L.
AU - Lu J.
AU - Wang J.
AU - Wu Y.
AU - Jiang Z.
PY - 2016
SP - 305
EP - 311
DO - 10.5220/0006449503050311