Algoritmo genético embarcado aplicado à indução de operadores morfológicos
Resumo
The use of genetic algorithms, evolutionary strategies and genetic programming has been
notoriously addressed in the areas of image processing and computer vision and has contributed with diverse results. However, this approach requires large computing power. Some
academic papers bring these algorithms for the areas of embedded and dedicated systems,
improving in this way the performance of algorithms and minimizing the computational
cost. This design addresses the implementation of these algorithms applied to morphological processing of images using FPGAs and Verilog-HDL. The genetic algorithm is adapted
for a more intuitive and simple implementation for the development of a dedicated hardware
and it may contribute to reduce logical resources and enhance performece. Studies and tests
carried out during the project showed good results for the proposed design.
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