DocumentCode
1518861
Title
Hough transform network
Author
Basak, J. ; Pal, S.K.
Author_Institution
Machine Intelligence Unit, Indian Stat. Inst., Calcutta, India
Volume
35
Issue
7
fYear
1999
fDate
4/1/1999 12:00:00 AM
Firstpage
577
Lastpage
578
Abstract
A two-layered Hough transform network is proposed which accepts image co-ordinates as the input and learns the parametric forms of the lines in the image adaptively. It provides an efficient representation of visual information embedded in the connection weights. It not only reduces the large space requirements, as in the case of the classical Hough transform, but also represents the parameters with high precision
Keywords
Hough transforms; image representation; neural nets; connection weights; embedded visual information representation; image co-ordinates as the input; two-layered Hough transform network;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19990283
Filename
769493
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