Edge Preservation Gradient based Smoothing to Multiplicative the Image Noise
Anurag Rana, Pankaj Vaidya, Puneet Kapoor, Gaurav Gupta · 2022 Second International Conference on Computer Science, Engineering and Applications (ICCSEA) · 2022
The employment of the included offered algorithm, the most recent strategy successfully boosts the unique contrast inside digital photos. Gradient-based smoothing will also be employed to retain the edges and borders. Furthermore, the proposed technique has produced some really valuable outcomes, making it even more useful. Python programming is used to build and implement the proposed approach. The recommended solution is created and implemented with the Scikit image processing library. Many different sorts of images have also been studied for purpose of testing. Different quality criteria for evaluating the efficiency of the suggested technique are also given. The suggested technique outperforms the alternatives, as evidenced by a comparison of existing and new methodologies. Some picture performance measures such as root mean square error and edge preservation index will be used to compare new and current median filter algorithms.