Genetic Programming for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{conf/caepia/PreciadoPM03,

• title = "Genetic Programming for Automatic Generation of Image Processing Algorithms on the {CNN} Neuroprocessing Architecture",
• author = "Victor M. Preciado and Miguel A. Preciado and Miguel A. {Jaramillo Moran}",
• publisher = "Springer",
• year = "2003",
• volume = "3040",
• editor = "Ricardo Conejo and Maite Urretavizcaya and Jos{\'e}-Luis P{\'e}rez-de-la-Cruz",
• pages = "374--383",
• series = "Lecture Notes in Computer Science",
• booktitle = "Current Topics in Artificial Intelligence 10th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2003, and 5th Conference on Technology Transfer, TTIA 2003. Revised Selected Papers",
• address = "San Sebastian, Spain",
• month = nov # " 12-14",
• keywords = "genetic algorithms, genetic programming",
• bibdate = "2004-07-08",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/caepia/caepia2003.html#PreciadoPM03",
• ISBN = "3-540-22218-9",
• DOI = "doi:10.1007/b98369",
• size = "10 pages",
• abstract = "The Cellular Neural Network Universal Machine (CNN-UM) is a novel neuroprocessor algorithmically programmable having real time and supercomputer power implemented in a single VLSI chip. The local CNN connectivity provides an useful computation paradigm when the problem can be reformulated as a well-defined task where the signal values are placed on a regular 2-D grid (i.e., image processing), and the direct interaction between signal values are limited within a local neighbourhood. This paper introduces a Genetic Programming technique to evolve both the structure and parameters of visual algorithms on this architecture. This is accomplished by defining a set of node functions and terminals to implement the basic operations commonly used. Lastly, the procedures involved in the use of the algorithm are illustrated by several applications.",

}

Genetic Programming entries for Victor M Preciado Miguel A Preciado Miguel Angel Jaramillo Moran

Citations