Image Enhancement by Using Fuzzy Firefly Optimization and Fuzzy Perceptron Neural Network

The image enhancement methods play an important role in digital processing. And by using a different kinds of techniques, such as artificial intelligence techniques methods. aim this is to enhance the visual appearance and reduce noise. In paper, corrupted de-noise image, we used swarm optimization algorithms firefly algorithm (FA) also neural network perceptron (PNN). then after added fuzzy membership function these two algorithms, obtained new method called (FFA) (FPNN). was computed performance efficiency measures for all methods, RMSE PSNR. FFA best among other paper.