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Mid-Point Hough Transform: A Fast Line Detection Method

Publication Type : Conference Proceedings

Publisher : 2009 Annual IEEE India Conference

Source : 2009 Annual IEEE India Conference, IEEE (2009)

ISBN : 9781424448586

Accession Number : 11108160

Keywords : Biometrics, Detection algorithms, Educational institutions, Hough transforms, image line detection, Image processing, Laboratories, mid-point Hough transform, parameter space, Pixel, randomized Hough transform, Simultaneous localization and mapping, Sonar applications, sonar detection, Voting

Campus : Bengaluru

School : Department of Computer Science and Engineering, School of Engineering

Department : Computer Science

Year : 2009

Abstract : This paper proposes a new method for detection of lines in images. The new algorithm is a modification of the standard Hough transform by considering a pair of pixels simultaneously and mapping them to the parameter space. The proposed algorithm is compared with line detection algorithms like standard Hough transform, randomized Hough transform and its variants and has advantages of smaller storage and higher speed.

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