Title :
Hough transform network
Author :
Basak, J. ; Pal, S.K.
Author_Institution :
Machine Intelligence Unit, Indian Stat. Inst., Calcutta, India
fDate :
4/1/1999 12:00:00 AM
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;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19990283
