Image Restoration of Motion Blur Image Using Alternating Direction Balanced Regularization Method
DOI:
https://doi.org/10.18486/ijcsnt/4.3.059Keywords:
Gabor Filter, RBFNN, ADBM, PSNR, MSEAbstract
In this research, two different schemes are proposed to estimate the motion blur parameters. Two-dimensional Gabor filter has been used to calculate the direction of the blur. Radial basis function neural network (RBFNN) has been utilized to find the length of the blur. Subsequently, Alternating Direction Balanced Regularization method has been used to restore the images. Noise robustness of the proposed scheme is tested with different noise strengths. The visual as well as the peak signal to noise ratio (PSNR in dB) of restored images are compared with competent recent schemes.
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