Please use this identifier to cite or link to this item: https://doi.org/10.1109/ICME.2005.1521474
Title: A gridding hough transform for detecting the straight lines in sports video
Authors: Yu, X.
Lai, H.C.
Liu, S.X.F.
Leong, H.W. 
Issue Date: 2005
Source: Yu, X.,Lai, H.C.,Liu, S.X.F.,Leong, H.W. (2005). A gridding hough transform for detecting the straight lines in sports video. IEEE International Conference on Multimedia and Expo, ICME 2005 2005 : 518-521. ScholarBank@NUS Repository. https://doi.org/10.1109/ICME.2005.1521474
Abstract: A gridding Hough transform (GHT) is proposed to detect the straight lines in sports video, which is much faster and requires much less memory than the previous Hough transforms. The GHT uses the active gridding to replace the random point selection in the random Hough transforms because forming the linelets from the actively selected points is easier than from the randomly selected points. Existing straight-line Hough transforms require a lot of resources because they were designed for all kinds of straight lines. Considering the fact that the straight lines interested in sports video are long and sparse, this paper proposes two techniques: the active gridding and linelets process. On account of these two techniques, the proposed GHT is fast and uses little memory. The experimental results show that the proposed GHT is faster than the random Hough transform (RHT) and the standard Hough transform (SHT) by 30% and 700% respectively and achieves a 97.5% recall, higher than those achieved by either the SHT or the RHT. © 2005 IEEE.
Source Title: IEEE International Conference on Multimedia and Expo, ICME 2005
URI: http://scholarbank.nus.edu.sg/handle/10635/40586
ISBN: 0780393325
DOI: 10.1109/ICME.2005.1521474
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

12
checked on Dec 5, 2017

Page view(s)

50
checked on Dec 9, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.