Image Filter Processing Algorithm Analysis and Comparison
Xia Hai, Shukun Cao, Shoubo Cui, Jian-Zhong Ma, Kuizeng Gao · Journal of Physics Conference Series · 2021
Abstract In the process of capturing images by the camera, various noises will be generated due to the interference of the external environment or the interference of the internal environment. The noise must be filtered to ensure the accuracy of the size measurement. This article takes Gaussian noise and salt and pepper noise as examples. Experimental simulation analysis of image filtering by different filtering methods. Then combined with the image quality evaluation index to analyze the optimal image filtering processing method, finally it is concluded that the most suitable methods for Gaussian noise and salt and pepper noise filtering are adaptive Gaussian filtering and median filtering.