Analysis of neural networks for edge detection
(2002) ProRisc 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:
https://lup.lub.lu.se/record/603890
- author
- vanderZwaag, B J ; Slump, C H and Spaanenburg, Lambert LU
- publishing date
- 2002
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- rule extraction, Neural networks, digital image processing, edge detection, gradient filters.
- host publication
- Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing
- pages
- 580 - 586
- publisher
- STW Technology Foundation
- conference name
- ProRisc
- conference location
- Netherlands
- conference dates
- 2002-11-28 - 2002-11-29
- ISBN
- 90-73461-33-2
- language
- English
- LU publication?
- no
- id
- 2760a322-eb3e-4cc5-a497-40981cd7753f (old id 603890)
- date added to LUP
- 2016-04-04 10:43:22
- date last changed
- 2018-11-21 21:00:25
@inproceedings{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}}, booktitle = {{Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing}}, isbn = {{90-73461-33-2}}, keywords = {{rule extraction; Neural networks; digital image processing; edge detection; gradient filters.}}, language = {{eng}}, pages = {{580--586}}, publisher = {{STW Technology Foundation}}, title = {{Analysis of neural networks for edge detection}}, year = {{2002}}, }