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Analysis of neural networks for edge detection

vanderZwaag, B J; Slump, C H and Spaanenburg, Lambert LU (2002) ProRisc In Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing p.580-586
Abstract
This paper illustrates a novel method to analyze artificial neural networks so as to gain insight into

their internal functionality. To this purpose, the elements of a feedforward-backpropagation neural network, that has been trained to detect edges in images, are described in terms of differential operators of various orders and with various angles of operation.
Please use this url to cite or link to this publication:
author
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
rule extraction, Neural networks, digital image processing, edge detection, gradient filters.
in
Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing
pages
580 - 586
publisher
STW Technology Foundation
conference name
ProRisc
ISBN
90-73461-33-2
language
English
LU publication?
no
id
2760a322-eb3e-4cc5-a497-40981cd7753f (old id 603890)
date added to LUP
2007-12-03 11:43:50
date last changed
2016-06-29 09:00:35
@misc{2760a322-eb3e-4cc5-a497-40981cd7753f,
  abstract     = {This paper illustrates a novel method to analyze artificial neural networks so as to gain insight into<br/><br>
their internal functionality. To this purpose, the elements of a feedforward-backpropagation neural network, that has been trained to detect edges in images, are described in terms of differential operators of various orders and with various angles of operation.},
  author       = {vanderZwaag, B J and Slump, C H and Spaanenburg, Lambert},
  isbn         = {90-73461-33-2},
  keyword      = {rule extraction,Neural networks,digital image processing,edge detection,gradient filters.},
  language     = {eng},
  pages        = {580--586},
  publisher    = {ARRAY(0x7ac5c88)},
  series       = {Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing},
  title        = {Analysis of neural networks for edge detection},
  year         = {2002},
}