https://github.com/peteprattis/image-analysis-for-segmentation-of-grayscale-image-

Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:
https://github.com/peteprattis/image-analysis-for-segmentation-of-grayscale-image-

color-based-segmentation computer-science gabor-feature-extraction gabor-filters image-analysis image-processing lab-color matlab program segmentation slic-algorithm student superpixel-segmentation superpixels surf-feature-extraction surf-filters svm svm-classifier svm-learning

Last synced: about 3 hours ago
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Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:

• Host: GitHub
• URL: https://github.com/peteprattis/image-analysis-for-segmentation-of-grayscale-image-
• Owner: PetePrattis
• License: mit
• Created: 2019-12-09T21:01:14.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2019-12-10T00:09:05.000Z (almost 5 years ago)
• Last Synced: 2023-09-14T10:17:26.777Z (about 1 year ago)
• Topics: color-based-segmentation, computer-science, gabor-feature-extraction, gabor-filters, image-analysis, image-processing, lab-color, matlab, program, segmentation, slic-algorithm, student, superpixel-segmentation, superpixels, surf-feature-extraction, surf-filters, svm, svm-classifier, svm-learning
• Language: MATLAB
• Size: 29.3 KB
• Stars: 10
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# A Matlab Exercise / Project

**This is a Matlab project from my early days as a Computer Science student**

_This scripts was created for the seventh semester class Image Analysis 

and it is the final project necessary to pass the class_

> #### Description of project

>

>>Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:

>

> #### Implementation of project

>

> 1. Image Representation in Color Lab Space

> 2. Dissect the Color Lab on the basis of a set of related training images.

> 3. Image segmentation in Superpixels according to the SLIC algorithm.

> 4. Export SURF Features & Gabor Features per Super Pixel.

> 5. Learning Local Color Forecast Models Using SVM Classifiers

> 6. Estimation of Color Content in Black and White Using Graphics Cutting Algorithms.

> #### About this project

>

> - Steps 5 & 6 are partly implemented

> - This program was written in Matlab IDE

> - This repository was created to show the variety of the work I did and experience I gained as a student

>