IMAGE DIAGNOSING TO ADD NOISE AND DENOISING USING MATLAB









Abstract

As the world moving towards digitization and technologies are advancing in rapid pace in every field like medicine, agriculture, space, defense, social media and so on then analysis of image is required. In this project we are discussing about the image noise methods and denoising methods. Noise in Image is basically an arbitrary variation in the quality, realness, size, intensity of image due to various reasons. The main goal of this project is to add noise and apply filters to denoising the gray scale image and color image. It also provides GUI for image denoising using MATLAB. Approach of this project is simple and use the different type of noise and filters to add noise and denoising image simultaneously. As a result, it is able to add noise like random or Gaussian noise, fixed or salt and pepper noise and so on and apply filters to denoising like median filter (nonlinear filtering), wiener filter (linear filter) and so on. GUI tool of MATLAB has been used which makes the project more attractive, simple and user-friendly and also the accuracy and precision of both add noise and denoising is quite high. So further advancement in the project lead to the revolutionaries results which will be very use full in all the field that include image analysis.


Modules


Algorithms


Software And Hardware