IMAGeS team: IMages, leArning, Geometry and Statistics

Yves Michels

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Doctorant

ICube - MIV
300 Bd Sébastien Brant
BP 10413
67412 Illkirch CEDEX - France

Tel : + 33 (0) 6 77 07 12 76
Fax : + 33 (0) 3 68 85 44 52
Bureau : C226

Courriel : yves.michels@centrale-marseille.fr

PhotoYvesMichels.jpg

Activities

PhD

Tomographic reconstruction of deformable objects in the heterogeneous ab-initio case

Financing: ANR RHODES.

Director: Mohamed TAJINE.

Supervisor: Loic MAZO.

Supervisor: Etienne BAUDRIER.

This PhD is a part of the RHODES project which the goal is the improvement of the ab-initio tomographic reconstruction methods of deformable objects. This work is focussing on parameters estimations related to the orientation and the state of deformation of a cryo-electron microscopy dataset. The proposed methods are based on non linear dimension reduction and parameters estimation from a scatter plot in a low dimensional space.

Principle of the estimation process.


keys words - dimension reduction, Isomap, Laplacian graph, Tomography, parameters estimation

Degree project

Video steganalysis based on motion vectors

Supervisor: Ahmed BOURIDANE.

Statistical analysis of the motions vectors used in the H.264 standard to detect steganographic videos. Development of new approach based on the morphology of the motion vector maps. This work were presented in the MIV seminar on January 14th, 2016.

Representation of the features used for the steganographic videos detection.


Keys words - H.264, Stéganography, morphological mathematics, SVM

Academic project

High resolution STORM microscopy

Development and implementation of a STORM reconstruction algorithm, in C language.

Images from the dataset on the left, Constructed image on the right.


Keys words - STORM microscopy, Particles detection, Maximum Likelihood, Images matching

Publication

<anyweb> https://icube-publis.unistra.fr/?author=Yves%20Michels </anyweb>


2015