amrut-prabhu/computer-vision

Computer Vision and Image Processing MATLAB implementations

Computer Vision and Pattern Recognition

Contents

• 1. About this repository
• 2. Histogram Equilization
• 3. Contrast Stretching
• 4. Edge Detection
• 5. Background Removal
• 6. Background Foreground Separation

1. About this repository

This repository is a collection of basic computer vision and image processing techniques. The implementations of the algorithms are in MATLAB.

2. Histogram Equilization

Image processing technique. See more details here.

Code

• Implementation of algorithm

• Using built-in functions

3. Contrast Stretching

Image processing technique. See more details here.

Code

• Implementation of algorithm

• Using built-in functions

4. Edge Detection

Image processing technique. See more details here.

Code

• Implementation of Sobel edge detector

• Using built-in functions

5. Background Removal

Image processing technique. See more details here.

Code

• Implementation of Background Removal

• Using built-in functions

6. Background Foreground Separation

Foreground detection and Background subtraction is a major tasks in Computer Vision and Image processing. See more details here.

Code

• Implementation of Counting Vehicles algorithm