Hybrid implementation of evolutionary algorithms in FPGAs for automatic generation of morphological image filters

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@Article{Padua2020,

• author = "Bruno Padua and Denis Lima and Marcio Fernandes and Ali Abuassal and Gianluca Tempesti and Emerson Pedrino",
• title = "Hybrid implementation of evolutionary algorithms in {FPGAs} for automatic generation of morphological image filters",
• journal = "Przeglad Elektrotechniczny",
• year = "2020",
• volume = "R. 96, nr 4",
• pages = "12--16",
• month = "4",
• note = "Opracowanie rekordu ze srodkow MNiSW, umowa Nr 461252 w ramach programu ``Spoleczna odpowiedzialnosc nauki'' - modul: Popularyzacja nauki i promocja sportu (2020).",
• keywords = "genetic algorithms, genetic programming, EHW, image processing, genetic algorithm, reconfigurable architecture, FPGA, morphological operations",
• language = "English",
• publisher = "Wydawnictwo SIGMA-NOT",
• DOI = "doi:10.15199/48.2020.04.02",
• abstract = "This paper proposes a novel hybrid software/hardware system to automatically create filters for image processing based on genetic algorithms and mathematical morphology. Experimental results show that the hybrid system, implemented using a combination of a NIOS-II processor and a custom hardware accelerator in an Altera FPGA device, is able to generate solutions that are equivalent to the software version in terms of quality in approximately one third of the time.",
• affiliation = "Department of Computer Science, Federal University of Sao Carlos, Sao Carlos, Brazil; Department of Electronic Engineering, The University of York, York, UK",

}

Genetic Programming entries for Bruno Padua Denis Pereira de Lima Marcio Merino Fernandes Ali Abuassal Gianluca Tempesti Emerson Carlos Pedrino

Citations