Research on Image Filtering Algorithm
MU Yuan-bia
Abstract
MU Yuan-bia
Abstract
Analyzes the denoising algorithm based on salt,pepper noise and gaussian noise.These algorithms have median filtering,average filter and Wiener filter.The experimental results show that the median filtering has better effect for salt and pepper noise.Compared with median filtering and average filter,the Wiener filter has the better effect for the Gaussian noising.However,the Wiener filter algorithm is easy to loss of edge information and almost invalidly to salt and pepper noise.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Analyzes the denoising algorithm based on salt,pepper noise and gaussian noise.These algorithms have median filtering,average filter and Wiener filter.The experimental results show that the median filtering has better effect for salt and pepper noise.Compared with median filtering and average filter,the Wiener filter has the better effect for the Gaussian noising.However,the Wiener filter algorithm is easy to loss of edge information and almost invalidly to salt and pepper noise.
Key concepts: Salt-and-pepper noise, Wiener filter, Median filter, Computer science, Gaussian noise, Noise reduction, Noise (video), Algorithm