/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:

Primary LanguageMATLABMIT LicenseMIT

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