Hough-like prediction/correction approach for shape extraction

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

doi:10.1109/ICSMC.1994.400227

Hough-like prediction/correction approach for shape extraction

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

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

Abstract

Locating a two-dimensional object accurately in an image is a very common task in the applications of Computer Vision. In this paper, a Hough-like Prediction/Correction (HPC) approach is proposed for locating arbitrary shapes (i.e., non-analytical shapes) in images. The approach can be regarded as a modification of the generalized Hough transform (GHT) that has been shown as a robust method. Not only does the proposed approach retain the merits of the GHT, but also minimizes the problems.

Original language	English
Pages (from-to)	2408-2413
Journal	Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume	3
DOIs	https://doi.org/10.1109/ICSMC.1994.400227
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 = "Hough-like prediction/correction approach for shape extraction",

abstract = "Locating a two-dimensional object accurately in an image is a very common task in the applications of Computer Vision. In this paper, a Hough-like Prediction/Correction (HPC) approach is proposed for locating arbitrary shapes (i.e., non-analytical shapes) in images. The approach can be regarded as a modification of the generalized Hough transform (GHT) that has been shown as a robust method. Not only does the proposed approach retain the merits of the GHT, but also minimizes the problems.",

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

year = "1994",

doi = "10.1109/ICSMC.1994.400227",

language = "English",

volume = "3",

pages = "2408--2413",

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

issn = "0884-3627",

publisher = "IEEE",

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 - Hough-like prediction/correction approach for shape extraction

AU - Lam, Lam T S

AU - Lam, C. Y.

AU - Yuen, Kelvin S Y

AU - Leung, Dennis N K

PY - 1994

Y1 - 1994

N2 - Locating a two-dimensional object accurately in an image is a very common task in the applications of Computer Vision. In this paper, a Hough-like Prediction/Correction (HPC) approach is proposed for locating arbitrary shapes (i.e., non-analytical shapes) in images. The approach can be regarded as a modification of the generalized Hough transform (GHT) that has been shown as a robust method. Not only does the proposed approach retain the merits of the GHT, but also minimizes the problems.

AB - Locating a two-dimensional object accurately in an image is a very common task in the applications of Computer Vision. In this paper, a Hough-like Prediction/Correction (HPC) approach is proposed for locating arbitrary shapes (i.e., non-analytical shapes) in images. The approach can be regarded as a modification of the generalized Hough transform (GHT) that has been shown as a robust method. Not only does the proposed approach retain the merits of the GHT, but also minimizes the problems.

UR - http://www.scopus.com/inward/record.url?scp=0028731936&partnerID=8YFLogxK

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-0028731936&origin=recordpage

U2 - 10.1109/ICSMC.1994.400227

DO - 10.1109/ICSMC.1994.400227

M3 - RGC 21 - Publication in refereed journal

SN - 0884-3627

VL - 3

SP - 2408

EP - 2413

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 -

Hough-like prediction/correction approach for shape extraction

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