Architecture for binary mathematical morphology reconfigurable by genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Pedrino:2010:SPL,
  author =       "Emerson Carlos Pedrino and Jose Hiroki Saito and 
                 Valentin Obac Roda",
  title =        "Architecture for binary mathematical morphology
                 reconfigurable by genetic programming",
  booktitle =    "VI Southern Programmable Logic Conference (SPL 2010)",
  year =         "2010",
  month =        "24-26 " # mar,
  pages =        "93--98",
  abstract =     "Mathematical morphology supplies powerful tools for
                 low level image analysis, with applications in robotic
                 vision, visual inspection, medicine, texture analysis
                 and many other areas. Many of the mentioned
                 applications require dedicated hardware for real time
                 execution. In this paper, the development of a novel
                 reconfigurable hardware using logical and morphological
                 instructions generated automatically by a linear
                 approach based on genetic programming is proposed. The
                 hardware is capable of processing binary images at high
                 speed. The developed system is based on high-capacity
                 PLDs and has among the possible applications: automatic
                 construction of image filters, intelligent pattern
                 recognition, to name just a few. Some applications
                 using the developed reconfigurable system are presented
                 and the results are discussed and compared with other
                 approaches.",
  keywords =     "genetic algorithms, genetic programming, binary image
                 processing, binary mathematical morphology,
                 high-capacity PLDs, image analysis, image filters,
                 intelligent pattern recognition, logical instruction,
                 morphological instruction, programmable logic devices,
                 reconfigurable hardware, image processing, mathematical
                 morphology, pattern recognition",
  DOI =          "doi:10.1109/SPL.2010.5483033",
  notes =        "Also known as \cite{5483033}",
}

Genetic Programming entries for Emerson Carlos Pedrino Jose Hiroki Saito Valentin Obac Roda

Citations