Setting Up GNU Plot
Course Content
0 / 58 completedOverview of CodeBlocks
Installing our Development Environment
Overview of Image Processing
The Bitmap Format
Understanding Image Formats and Data types
Understanding Image Color and Resolution
Coding Opening and Copying an Image
Overview of Image Processing Techniques
Coding Converting an RGB Image to a Grayscale Image
Coding Creating an ImageReader and ImageWriter Function
Getting familiar with some commonly used terms
Overview of Image Processing Applications in Computer Vision
Coding Image Binarization
Introduction
Effects of Addition and Subtraction on Images
Coding Reducing Image Brightness
Coding Increasing Image Brigthness
Introduction to Image Histogram
Understanding Histogram Equalization
Setting Up GNU Plot
Downloading GNU Plot
Overview of GNU Plot
Plotting Multiple Signals
Introduction to Adaptive Thresholding
Coding Image Brightness Correction
Coding Equalizing an Image Histogram
Coding Computing the Histogram of an Image
Introduction to Geometric Operations
Mapping and Affine Transformation
Coding Rotating Images
Introduction to Gray Level Transformation
Coding Experimenting with the Negative Transformation
Introduction to Image Enhancement
The Filter Kernel
Coding Blurring an Image with a Filter Kernel
Coding Creating a Sepia filter
Introduction to Neighborhood Processing
Convolution And Correlation
Introduction to 2-D Convolution and Correlation
Coding Developing the 2-D Discrete Convolution Algorithm
Coding Detecting Edges with the Prewitt Mask
Understanding the Concept of Operators
Coding Detecting Lines with a Line Detector Mask
Coding Detecting Edges with the Robinson Mask
Coding Detecting Edges with the Sobel Mask
Coding Detecting Edges with the Laplacian Mask
Coding Detecting Edges with the Kirsch Mask
Coding Detecting Edges with the Robert's Mask
Introduction of Low-pass Filters
Coding Adding Salt and Pepper Noise to an Image
Coding Performing High-pass Spatial Filtering
Coding Generating Gaussian Noise from an Image
Coding Developing the Maximum Filter Algorithm
Coding Developing the Minimum Filter Algorithm
Coding Developing the Median Filter Algorithm
Understanding how images are formed
Understanding the mathematics of image formation
Closing Remarks