Projects in progress

By Olivieris | October 03, 2015
Projects in progress

In the program of Master 2 (UPMC / Telecom ParisTech) We have a couple of group or individual projects.
In this article, I introduce projects that i am currently working on.

Projects:

  1. 3D Woven clothes rendering
  2. Recognition of Shapes for the Interpretation and image analysis
  3. Image segmentation using Mathematical morphology techniques



1. 3D Woven clothes rendering

The aim of this project is to implement an algorithm for rendering fabrics in real time.
This project is divided into two parts :

  • The first part consists in making a bibliographical study. I have to read a couple of paper about the subject, then choose one method that i will have to exprain in detail.
  • The second part consists in implementing the method choosen in the first part.

Expected results :

woolGabardine Fig. Wool gabardine comparison. The texture of this quite matte material still is well predicted by specular highlights.

At the end i will have to write a report (20pages) where i'll explain the whole work, and show the results.




2. Recognition of Shapes for the Interpretation and image analysis

database Fig.1 Images database

This project is split into 2 sessions :

  1. Calculation of local descriptors and visual dictionary
    • Extract discriminative local features of each region of the image.
    • Develop a clustering algorithm (K-Means) in the space of descriptors to produce a visual dictionary then to effectively compare different images.
  2. BoW(Bag of Words) representation and statistical learning.

The ultimate goal of the two sessions is to put in place a system image classification by supervised learning.

Once learned the system, it will be able to assign one of 15 semantic categories in a given test image.




3. Image segmentation using Mathematical morphology techniques

Image segmentation by watershed under constraints

database
database
source: Olivieris