Image Processing on MATLAB GUI

MATLAB 30K 307 views 0 downloads 1 credits
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Resource Overview

This MATLAB GUI-based program implements comprehensive image processing capabilities including noise addition (Gaussian, salt-and-pepper), histogram equalization, binarization, multiple sharpening techniques, brightness adjustment, along with image saving and comparison functions.

Detailed Documentation

This program implements image processing functionality through a MATLAB Graphical User Interface (GUI). It incorporates various image processing operations such as noise addition (including Gaussian noise and salt-and-pepper noise), histogram equalization, image binarization, and multiple sharpening methods. The implementation uses MATLAB's image processing toolbox functions like imnoise() for adding different noise types, histeq() for histogram equalization, and imsharpen() for image sharpening. Additionally, it provides brightness adjustment functionality through intensity transformation operations. The program also includes image saving and comparison features, enabling users to conveniently save processed images and compare different processing results side-by-side using MATLAB's plotting capabilities.

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