[Must-read column] Digital Image Processing (MATLAB+Python) column directory navigation and learning instructions

The notes in this column refer to Teacher Cai Limei's "Digital Image Processing-Analysis and Implementation using MATLAB" , and study and record strictly according to its content and chapters. The content of the article is not limited to the textbook, but also adds my own learning and work experience in image processing. At the same time, for the convenience of Python users, the corresponding Python code (using OpenCV) is also provided. The trial article is as follows

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Article directory navigation is as follows

Chapter One Introduction

(Digital Image Processing MATLAB+Python) Chapter 1: Introduction

Chapter 2: Basics of Digital Image Processing

(Digital Image Processing MATLAB+Python) Chapter 2 Basics of Digital Image Processing - Section 1: Human Vision System

(Digital Image Processing MATLAB+Python) Chapter 2 Basics of Digital Image Processing - Section 2: Basics of Colorimetry and Color Model

(Digital Image Processing MATLAB+Python) Chapter 2 Basics of Digital Image Processing - Sections 3 and 4: Generation and Numerical Description of Digital Images

Chapter 3: Basic Image Operations

(Digital Image Processing MATLAB+Python) Chapter 3 Basic Image Operations - Section 1: Image Geometric Transformation

(Digital Image Processing MATLAB+Python) Chapter 3 Basic Image Operations - Section 2: Image Algebra Operations

(Digital Image Processing MATLAB+Python) Chapter 3 Basic Image Operations - Section 3: Neighborhood and Template Operations and Comprehensive Cases

Chapter 4: Orthogonal Transformation of Images

(Digital Image Processing MATLAB+Python) Chapter 4 Image Orthogonal Transformation - Section 1: Discrete Fourier Transform

(Digital Image Processing MATLAB+Python) Chapter 4 Image Orthogonal Transformation - Sections 2 and 3: Discrete Cosine Transform and KL Transform

(Digital Image Processing MATLAB+Python) Chapter 4 Image Orthogonal Transformation - Sections 4 and 5: Radon Transform and Wavelet Transform

Chapter 5: Image Enhancement

(Digital Image Processing MATLAB+Python) Chapter 5 Image Enhancement - Section 1: Overview of Image Enhancement and Image Enhancement Based on Grayscale Transformation

(Digital Image Processing MATLAB+Python) Chapter 5 Image Enhancement-Section 2: Image Enhancement Based on Histogram Correction

(Digital Image Processing MATLAB+Python) Chapter 5 Image Enhancement-Section 3: Image Enhancement Based on Illumination Reflection Model

(Digital Image Processing MATLAB+Python) Chapter 5 Image Enhancement-Section 4 and 5: Image Enhancement Based on Blur Technology and Pseudo Color Processing

(Digital Image Processing MATLAB+Python) Chapter 5 Image Enhancement-Section 6: Other Image Enhancement Technologies

Chapter 6: Image Smoothing

(Digital Image Processing MATLAB+Python) Chapter 6 Image Smoothing - Section 1: Overview of Image Smoothing and Spatial Domain Smoothing Filtering

(Digital Image Processing MATLAB+Python) Chapter 6 Image Smoothing - Section 2: Frequency Domain Smoothing Filtering_Ladder Low Pass Filter

Chapter 7: Image Sharpening

(Digital Image Processing MATLAB+Python) Chapter 7 Image Sharpening - Sections 1 and 2: Overview of Image Sharpening and Differential Operators

(Digital Image Processing MATLAB+Python) Chapter 7 Image Sharpening - Section 3: Gaussian Filtering and Edge Detection

(Digital Image Processing MATLAB+Python) Chapter 7 Image Sharpening-Section 4: Frequency Domain High-Pass Filtering and Comprehensive Cases

Chapter 8: Image Restoration

(Digital Image Processing MATLAB+Python) Chapter 8 Image Restoration - Sections 1 and 2: Overview of Image Restoration and Image Degradation Model

(Digital Image Processing MATLAB+Python) Chapter 8 Image Restoration - Sections 3 and 4: Algebraic Methods of Image Restoration and Typical Image Restoration Methods

(Digital Image Processing MATLAB+Python) Chapter 8 Image Restoration - Sections 5 and 6: Blind deconvolution restoration and geometric distortion correction

Chapter 9: Image Morphological Operations

(Digital Image Processing MATLAB+Python) Chapter 9 Image Morphological Operations - Sections 1 and 2: Morphological Basics and Binary Morphological Operations

(Digital Image Processing MATLAB+Python) Chapter 9 Image Morphological Operations - Section 3: Morphological Processing of Binary Images_Happy Jianghu's Blog-CSDN Blog

Chapter 10: Image Segmentation

(Digital Image Processing MATLAB+Python) Chapter 10 Image Segmentation - Sections 1 and 2: Threshold Segmentation and Boundary Segmentation

(Digital Image Processing MATLAB+Python) Chapter 10 Image Segmentation - Sections 3 and 4: Region Segmentation and Clustering-based Image Segmentation

(Digital Image Processing MATLAB+Python) Chapter 10 Image Segmentation - Sections 4 and 5: Watershed Segmentation and Comprehensive Cases

Chapter 11: Image Description and Analysis

(Digital Image Processing MATLAB+Python) Chapter 11 Image Description and Analysis - Section 1 and Section 2: Overview of Image Description and Feature Points

(Digital Image Processing MATLAB+Python) Chapter 11 Image Description and Analysis - Sections 3 and 4: Geometric Expression and Shape Description

(Digital Image Processing MATLAB+Python) Chapter 11 Image Description and Analysis - Sections 5 and 6: Boundary Description and Moment Description

(Digital Image Processing MATLAB+Python) Chapter 11 Image Description and Analysis - Sections 7 and 8: Texture Description and Other Descriptions

Chapter 12: Image Coding

(Digital Image Processing MATLAB+Python) Chapter 12 Image Coding - Sections 1 and 2: Basic Theory of Image Coding and Lossless Coding

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