Optimal decomposition of large-neighborhood CNN templates
(2004) Int. Workshop on Cellular Networks and their Applications (CNNA) p.160-165- Abstract
- From a practical point of view, template decomposition is an important issue since image processing operations can be non−local while the cells in physical CNN realizations often only communicate with cells in their direct neighborhood. In this paper the existing relation between Mathematical Morphology and CNNs is used to derive an optimal template decomposition strategy for a specific
class of templates. The strategy is based on the decomposition of morphological structuring elements.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/603833
- author
- terBrugge, M H ; Nijhuis, J, A, G and Spaanenburg, Lambert LU
- organization
- publishing date
- 2004
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- host publication
- Proceedings 8th CNNA
- pages
- 160 - 165
- conference name
- Int. Workshop on Cellular Networks and their Applications (CNNA)
- conference location
- Budapest, Hungary
- conference dates
- 2004-07-22 - 2004-07-24
- language
- English
- LU publication?
- yes
- id
- abe201b3-634c-4e6d-a093-5914347e0fc4 (old id 603833)
- date added to LUP
- 2016-04-04 13:49:57
- date last changed
- 2018-11-21 21:16:35
@inproceedings{abe201b3-634c-4e6d-a093-5914347e0fc4, abstract = {{From a practical point of view, template decomposition is an important issue since image processing operations can be non−local while the cells in physical CNN realizations often only communicate with cells in their direct neighborhood. In this paper the existing relation between Mathematical Morphology and CNNs is used to derive an optimal template decomposition strategy for a specific<br/><br> class of templates. The strategy is based on the decomposition of morphological structuring elements.}}, author = {{terBrugge, M H and Nijhuis, J, A, G and Spaanenburg, Lambert}}, booktitle = {{Proceedings 8th CNNA}}, language = {{eng}}, pages = {{160--165}}, title = {{Optimal decomposition of large-neighborhood CNN templates}}, year = {{2004}}, }