%0 Conference Paper %1 Pazienza:2007:ECCTD %A Pazienza, Giovanni Egidio %A Karacs, Kristof %A Vilasis-Cardona, Xavier %B European Conference on Circuit Theory and Design, ECCTD 2007 %C Seville, Spain %D 2007 %I IEEE %K Analogic Automatic CNN-UM Image algorithms algorithms, design, genetic processing programming, programs, %P Paper ID 5290 %T An Automatic Tool to Design CNN-Um Programs %X Programs for the Cellular Neural Network - Universal Machine are usually designed explicitly, and there is no method to create them automatically. In this paper we present a tool, based on a genetic approach, capable of determining what CNN templates compose a CNN-UM program performing a given image processing task, and in which order they must be applied to the input. The effectiveness of our system is demonstrated experimentally on real-life problems, like the route number detection on public transport vehicles.

@inproceedings{Pazienza:2007:ECCTD, abstract = {Programs for the Cellular Neural Network - Universal Machine are usually designed explicitly, and there is no method to create them automatically. In this paper we present a tool, based on a genetic approach, capable of determining what CNN templates compose a CNN-UM program performing a given image processing task, and in which order they must be applied to the input. The effectiveness of our system is demonstrated experimentally on real-life problems, like the route number detection on public transport vehicles.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {Seville, Spain}, author = {Pazienza, Giovanni Egidio and Karacs, Kristof and Vilasis-Cardona, Xavier}, biburl = {https://www.bibsonomy.org/bibtex/2905cf7f4f8ea57cb8392ed54fa6ad244/brazovayeye}, booktitle = {European Conference on Circuit Theory and Design, ECCTD 2007}, interhash = {b17b0129ee2767059016ea0d94eeea6f}, intrahash = {905cf7f4f8ea57cb8392ed54fa6ad244}, keywords = {Analogic Automatic CNN-UM Image algorithms algorithms, design, genetic processing programming, programs,}, month = {August}, notes = {http://www.epapers.org/ecctd2007/ESR/paper_details.php?PHPSESSID=c19bb9ba66bd6d226e6533143786425e&paper_id=5290}, pages = {Paper ID 5290}, publisher = {IEEE}, timestamp = {2008-06-19T17:49:20.000+0200}, title = {An Automatic Tool to Design {CNN}-Um Programs}, year = 2007 }