General evidence accumulation technique for Hough transformation

Wilson C Y Lam; Lam T S Lam; Kelvin S Y Yuen; Dennis N K Leung

doi:10.1109/ICSMC.1994.400228

General evidence accumulation technique for Hough transformation

Wilson C Y Lam, Lam T S Lam, Kelvin S Y Yuen, Dennis N K Leung

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

2 Citations (Scopus)

Abstract

A robust technique of evidence accumulation for Hough transform (HT) is reported. Its incorporation with the conventional Standard Hough Transform (SHT) enables the method to reject ineffective accumulations due to edge and correlated noise that previously unable to cope with. Moreover, projection subspaces are used in the method which can reduce the memory requirement of SHT considerably. Experimental results for circle detection are included to demonstrate the effectiveness of the proposed technique. The method may also be adapted to other modified HT methods.

Original language	English
Pages (from-to)	2414-2419
Journal	Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume	3
DOIs	https://doi.org/10.1109/ICSMC.1994.400228
Publication status	Published - 1994
Event	Proceedings of the 1994 IEEE International Conference on Systems, Man and Cybernetics. Part 1 (of 3) - San Antonio, TX, USA Duration: 2 Oct 1994 → 5 Oct 1994

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title = "General evidence accumulation technique for Hough transformation",

abstract = "A robust technique of evidence accumulation for Hough transform (HT) is reported. Its incorporation with the conventional Standard Hough Transform (SHT) enables the method to reject ineffective accumulations due to edge and correlated noise that previously unable to cope with. Moreover, projection subspaces are used in the method which can reduce the memory requirement of SHT considerably. Experimental results for circle detection are included to demonstrate the effectiveness of the proposed technique. The method may also be adapted to other modified HT methods.",

author = "Lam, {Wilson C Y} and Lam, {Lam T S} and Yuen, {Kelvin S Y} and Leung, {Dennis N K}",

year = "1994",

doi = "10.1109/ICSMC.1994.400228",

language = "English",

volume = "3",

pages = "2414--2419",

journal = "Proceedings of the IEEE International Conference on Systems, Man and Cybernetics",

issn = "0884-3627",

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note = "Proceedings of the 1994 IEEE International Conference on Systems, Man and Cybernetics. Part 1 (of 3) ; Conference date: 02-10-1994 Through 05-10-1994",

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TY - JOUR

T1 - General evidence accumulation technique for Hough transformation

AU - Lam, Wilson C Y

AU - Lam, Lam T S

AU - Yuen, Kelvin S Y

AU - Leung, Dennis N K

PY - 1994

Y1 - 1994

N2 - A robust technique of evidence accumulation for Hough transform (HT) is reported. Its incorporation with the conventional Standard Hough Transform (SHT) enables the method to reject ineffective accumulations due to edge and correlated noise that previously unable to cope with. Moreover, projection subspaces are used in the method which can reduce the memory requirement of SHT considerably. Experimental results for circle detection are included to demonstrate the effectiveness of the proposed technique. The method may also be adapted to other modified HT methods.

AB - A robust technique of evidence accumulation for Hough transform (HT) is reported. Its incorporation with the conventional Standard Hough Transform (SHT) enables the method to reject ineffective accumulations due to edge and correlated noise that previously unable to cope with. Moreover, projection subspaces are used in the method which can reduce the memory requirement of SHT considerably. Experimental results for circle detection are included to demonstrate the effectiveness of the proposed technique. The method may also be adapted to other modified HT methods.

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UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-0028733447&origin=recordpage

U2 - 10.1109/ICSMC.1994.400228

DO - 10.1109/ICSMC.1994.400228

M3 - RGC 21 - Publication in refereed journal

SN - 0884-3627

VL - 3

SP - 2414

EP - 2419

JO - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

JF - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

T2 - Proceedings of the 1994 IEEE International Conference on Systems, Man and Cybernetics. Part 1 (of 3)

Y2 - 2 October 1994 through 5 October 1994

ER -

General evidence accumulation technique for Hough transformation

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