# Introduction-to-Digital-Image-Processing

**Repository Path**: xiaohuzhang/Introduction-to-Digital-Image-Processing

## Basic Information

- **Project Name**: Introduction-to-Digital-Image-Processing
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-09-09
- **Last Updated**: 2024-09-09

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

A Comprehensive Tutorials on Digital Image Processing
=====================================================

👋 Hello and Welcome! 

 You've stumbled upon an beginner-friendly yet in-depth tutorial for **Digital Image Processing**. This repository is perfect for beginners and anyone curious about the inner workings of image processing techniques. While packages like `OpenCV` make these methods easily accessible, understanding the mechanics behind them can be both fascinating and enriching.

Please give me a star if you like it! 🌟


Chapters
--------
📚 This repository meticulously follows the structure and content of "Digital Image Processing (3rd Edition)" by Rafael C. Gonzalez. It's crafted to complement this classic work, offering a practical, hands-on approach to the theories presented.

1. [
    Average Filter and Median Filter
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/1.%20Average%20Filter%20and%20Median%20Filter/Chapter%201.%20Average%20Filter%20and%20Median%20Filter.pdf)
2. [
    Image Reduction, Enlargement and Negative
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/2.%20Image%20Reduction%2C%20Enlargement%20and%20Negative/2.%20Image%20Reduction%2C%20Enlargement%20and%20Negative.pdf)
3. [
    Affine Transformation and Smoothing
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/3.%20Affine%20Transformation%20and%20Smoothing/3.%20Affine%20Transformation%20and%20Smoothing.pdf)
4. [
    Edge Detection and Grayscale Transformation
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/4.%20Edge%20Detection%20and%20Grayscale%20Transformation/4.%20Image%20Sharpen%2C%20Gamma%20Correction%2C%20and%20Histogram%20Enhancement.pdf)
5. [
    Fourier Transform and Reconstruction
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/5.%20Fourier%20Transform%20and%20Reconstruction/5.%20Fourier%20Transform%20and%20Reconstruction.pdf)
6. [
    Low Pass Filter and High Pass Filter
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/6.%20Low%20Pass%20Filter%20and%20High%20Pass%20Filter/6.%20Low%20Pass%20Filter%20and%20High%20Pass%20Filter.pdf)
7. [
    Noise and Noise Reduction, Homomorphic and Band Stop Filter
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/7.%20Image%20Noise%20and%20Noise%20Reduction%2C%20Homomorphic%20Filter%2C%20and%20Band%20Stop%20Filter/7.%20Image%20Noise%20and%20Noise%20Reduction%2C%20Homomorphic%20Filter%2C%20and%20Band%20Stop%20Filter.pdf)
8. [
    Erosion, Dilation, Opening, Closing, Boundary Extraction, Connection
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/8.%20Erosion%2C%20Dilation%2C%20Opening%20and%20Closing%20Operations%2C%20Boundary%20Extraction%20and%20Connection/8.%20Erosion%2C%20Dilation%2C%20Opening%20and%20Closing%20Operations%2C%20Boundary%20Extraction%20and%20Connection.pdf)
9. [
Roberts, Prewitt, Sobel, Threshold, and Edge Detection
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/9.%20Thresholding%2C%20Roberts%2C%20Prewitt%2C%20Sobel%2C%20and%20Edge%20Detection/9.%20Roberts%2C%20Prewitt%2C%20Sobel%2C%20Threshold%2C%20and%20Edge%20Detection.pdf)
10. [
Otus, Moving Average, and Region Growing
](https://github.com/Wilson-ZheLin/Introduction-to-Digital-Image-Processing/blob/main/10.%20Otus%2C%20Moving%20Average%2C%20and%20Region%20Growing/10.%20Otus%2C%20Moving%20Average%2C%20and%20Region%20Growing.pdf)


Getting Started
---------------

🔍 Each chapter in this repository is accompanied by detailed reports that delve into the principles, formulas, and offer qualitative comparisons.

![image](/static/1.png)

![image](/static/2.png)

![image](/static/3.png)

All images used in the comparisons can be found in the [`image`](/images/) folder.

If you find this repository helpful, please give me a star 🌟. Feel free to share it with others who might also benefit from it. Happy journey!