Adaptive Improved Modified Riesz Mean Filter for Higher Density Salt and Pepper Noise Removal in Grayscale & Color Images

• Published in: Electrical and Computer Engineering (ICECE), International Conference on pp. 470 - 475
• Main Authors: Labiba, Fabliha, Rafeed, Sheikh Munkasir Ahmed, Iqbal, Abdullah Jubair Bin, Ahmed, Maruf
• Format: Conference Proceeding
• Language: English
• Published: IEEE 18.12.2024
• Subjects: Adaptive; Color; Filtering; Gray-scale; Grayscale Image; Measurement; Modified Riesz Mean; Noise; Noise level; Noise reduction; PSNR; Reliability engineering; RGB Color Image; Salt; Salt and Pepper Noise; SSIM

In image processing, median filtering is a widely used technique for removing salt and pepper noise, but it often struggles with preserving image details, especially at high noise levels. In this paper, an enhanced denoising method is presented based on the Modified Riesz Mean (MRM) function, which...