Image Processing GUI

A comprehensive desktop application for performing various image processing operations with real-time previews.

Features

Core Operations

• Color Manipulation

  • Grayscale conversion
  • Image inversion
  • Thresholding (fixed and adaptive)

• Halftoning Techniques

  • Simple threshold halftone

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  • Error diffusion (Floyd-Steinberg)

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Edge Detection

• Sobel operator

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• Prewitt operator

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• Kirsch compass operator

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• Homogeneity operator

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• Difference operator

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Spatial Filters

• High-pass filter

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• Low-pass filter

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• Median filter

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• Gaussian edge detection

• Contrast edge detection

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Histogram Operations

• Histogram visualization

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• Histogram equalization

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• Manual segmentation

• Peak-based segmentation

• Valley-based segmentation

• Adaptive segmentation

Image Arithmetic

• Image addition
• Image subtraction
• Variance operator
• Range operator

Installation

1. Prerequisites:

   • Python 3.8 or higher
   • pip package manager

2. Clone the repository:

   git clone https://github.com/your-username/image-processing-gui.git
   cd image-processing-gui