Education:
| 2012–2015: |
Co-joint PhD Candidate
Universitat de Girona, Université de Bourgogne
Girona (Spain), Le Creusot (France)
Title: Computer Aided Diagnosis system for prostatic biopsy guidance and follow-up fusing multi-modal imaging
Description: The PhD project will be focused on developing a computer aided diagnosis (CAD) for prostate cancer to
guide doctors during biopsy and follow-up exams. This work is the continuity of two PhDs based on information fusion of two medical imaging types (TRUS and MRI) in order to obtain a real-time and accurate localization-navigation system. It should help to guide the clinicians during prostatic biopsy exam. However, no information about potential cancer areas is given at this stage. Our contribution would be twofold: (i) improve the previous work of information fusion to obtain an accurate and real-time localization-navigation system during the biopsy and follow-up and (ii) incorporate information about potential cancer location using functional MRI in order to take samples from high risk areas.
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| 2009–2011: |
Master of Excellence Erasmus Mundus in Vision and Robotics (ViBOT)
Heriot-Watt University, Universitat de Girona, Université de Bourgogne
Edinburgh (Scotland), Girona (Spain), Le Creusot (France)
- 2:1 Class Honour (Mention Bien) - ranked 17th
— Master Thesis
Université de Bourgogne Dijon (France)
Title: Absolute Quantification in 1H MRSI of the Prostate at 3T
Description: Implementation of a method to find absolute concentration of metabolites which will lead to an automatic classification for prostate cancer detection.
- Presentation selected for the ViBOT Day 2011
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| 2008–2009: |
Bachelor of Engineering - Mention Electronic, Signal and Image
Université de Bourgogne, Dijon (France)
- 1st Class Honour (Mention Très Bien) - ranked 1st
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| 2006–2008: |
Technical Qualifications (D.U.T) - Department Electronic, Electrical and Computer Sciences
Université de Bourgogne, Le Creusot (France)
- 1st Class Honour with Congatulation of Jury (Mention Très Bien) - ranked 2nd
— D.U.T Thesis
Heriot-Watt University Edinburgh (Scotland)
Title: Object Recognition dedicated at the Localization of an AUV (Autonomous Underwater Vehicle) for Student Autonomous Underwater Competition - Europe (SAUC-E 2008)
- Winner of the competition
Description: Detection and Recognition of different objects. The implementation had to be "real-time" to be implemented inside an AUV.
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| 2005–2006: |
Scientific Baccalaureate
Maurice Genevoix High School, Decize (France)
- Main Subjects: Mathematics, Chemistry, Physics, Geography, History, French
- 2:2 Class Honour (Mention Assez Bien)
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Publications:
International Conferences:
M. Rastgoo, G. Lemaitre, X. Rafael, F. Miralles and P. Casale, "Pruning AdaBoost for Continuous Sensors Mining Applications", Ubiquitous Data Mining Workshop, 20th European Conference in Artificial Intelligence 2012. Montpellier: France (August 2012), 2012
G. Lemaitre, E. Vargiu, J.A. Lorenzo Fernández and F. Miralles, "Real-Time 2D Face Detection and Features-based Tracking in Video", IADIS Multi Conference in Computer Science in Computer Graphics, Visualization, Computer Vision and Image Processing 2012. Lisbon: Portugal (July 2012), 2012
Technical Reports:
J. Cartwright, N. Johnson, B. Davis, Z. Qiang, T.L. Bravo, A. Enoch, G. Lemaitre, H. Roth, and Y. Petillot, "Nessie III Autonomous Underwater Vehicle for SAUC-E 2008", The Unmanned Underwater Vehicle Showcase (UUVS). 2008
G. Lemaitre and P.M. Walker, "Absolute Quantification in 1H MRSI of the Prostate at 3T", Université de Bourgogne, Universitat de Girona, Heriot-Watt University. 2011
Academic Background:
Image Processing: Segmentation, Classification, Features extraction, Edges detection, Medical Imaging, Wavelets, Denoising, Morphological Operations, Super resolution, Sparsity ...
Signal Processing: Digital Signal Processing, Laplace Transform, z Transform, Fourier Transform, Wavelet Transform ...
Electronic: Filtering, FPGA ...
Electronical: Power Electrical, Engine electric, Alternators ...
Scholarships:
2012 OMJ Grant, Minitère Français des Affaires Etrangères et Européennes, France.
2012 FI-DGR PhD Grant, Generalitat de Catalunya - AGAUR, Spain.
2011 Research Master Scholarship, Burgundy Region, France.
2010 Erasmus Spanish Scholarship, Spanish Ministry, Spain.
2010 Merit-based Scholarship, French Ministry, France.
2010 Merit-based Scholarship dedicated to Research Masters, Burgundy Region,France.
2009 Spanish Ministry Mobility Scholarship, Spanish Ministry, Spain.
2009 Merit-based Scholarship, French Ministry, France.
2009 Erasmus French Scholarship, French Ministry, France.
2009 Mobility Grant, Burgundy Region, France.
2009 Region Mobility Scholarship, Burgundy Region, France.
2009 Rotary Scholarship, Rotary Club Le Creusot, France.
2009-2011 Erasmus Mundus Grant, Heriot-Watt University, Universitat de Girona, Université de Bourgogne, Scotland, Spain, France.
2008 Erasmus French Scholarship, French Ministry, France.
2008 Mobility Grant, Burgundy Region, France.
Undergraduate Contest Awards:
| July, 2008: |
Student Autonomous Underwater Competition - Europe, Nessie III - Heriot-Watt University.
- Creation of an AUV - Nessie III.
- Webpage: http://www.dstl.gov.uk/news_events/competitions/sauce/08/index.php
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| July, 2008: |
THALES Special Award for innovation, Nessie III - Heriot-Watt University.
- Webpage: http://www.dstl.gov.uk/news_events/competitions/sauce/08/index.php |
Experience:
Working:
| 2011: |
Short-Time Research Job, Content Based Classification and Retrieval
Barcelona Digital Technology Centre - Barcelona (Spain) / LE2I - Le Creusot (France).
- Externs reseacher working on Rehabilita Project (http://rehabilita.gmv.com/web/guest).
- Implementation of a framework combining a face detection and tracking algorithm.
- Implementation of a framework for traffic sign detection, recognition and tracking. This work involved a mobility in LE2I (France). |
| 2010: |
Internship, Implementation of a software dedicated at the 3D reconstruction and localization using MRI
Universitat de Girona - Girona (Spain).
- Serve as a contractor full time during summer.
- Creation of a software to assist medical doctor. The purpose of the software was to present the data acquire using MRI and to perform a 3D reconstruction of the subject. |
Project:
| 2011 |
Master Project - 3D Digitization, 3D Faces Tracking using Active Appearance Model (AAM)
Université de Bourgogne - Le Creusot (France).
- Implementation of an interface allowing to track faces using Active Appearance Model (AAM). |
| 2011 |
Master Project - Pattern Recognition, Wood Crack Detection
Université de Bourgogne - Le Creusot (France).
- Implementation of segementation and classification methods in order to detect crack inside plank.
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| 2011 |
Master Project - Medical Imaging, Management and Post-Processing of Prostate Perfusion MRI
Université de Bourgogne - Le Creusot (France).
- Implementation of an interface in order to compute features of perfusion imaging (Wash-in, Wash-out, Maximum contrast enhancement).
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| 2010 |
Master Project - Real-Time Image Processing, Face detection and Tracking using Viola and Jones algorithm modified
Universitat de Girona - Girona (Spain).
- Implementation of an interface allowing to detect an track face using Viola and Jones method. |
| 2010 |
Master Project - Scene Segmentation, Pascal Project
Universitat de Girona - Girona (Spain).
- Realize task proposed inside the Pascal project - Classification. |
Research:
| 2011 |
Absolute Quantification in 1H MRSI of the Prostate at 3T
Université de Bourgogne - Dijon (France).
- Implementation of a method to find absolute concentration of metabolites which will lead to an automatic classification for prostate cancer detection.
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| 2008 |
Object Recognition dedicated at the Localization of an AUV (Autonomous Underwater Vehicle) for Student Autonomous Underwater Competition - Europe (SAUC-E 2008)
Université de Bourgogne - Le Creusot (France) - Heriot-Watt University - Edinburgh (Scotland).
- Detection and Recognition of different objects. The implementation had to be real-time to be implemented inside an AUV.
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| 2008 |
HeartLearning
Université de Bourgogne - Le Creusot (France).
- Implementation of a software allowing an analysis and an interpretation of cardiometrics data for an optimisation of cycling performance.
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Languages:
| French |
Native |
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| English |
Fluent |
MSc Erasmus Mundus ViBOT taught in English |
| Catalan |
Notions |
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| Spanish |
Notions |
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Computer skills:
| OS |
Linux/Unix, Windows, DOS |
Programming |
C/C++, VB.net, VHDL, HTML, CSS |
| IDE |
VisualStudio.NET, QT, Dev C++, Eclipse |
Scientific |
Matlab, Maple, OpenCV, ITK, VTK |
| Typography |
LaTeX, Microsoft Office, Open Office |
Web |
FrontPage, Kompozer |
Interests and Activities:
Cycling:
- Member of cycling team ASC Fours since October 2003:
- Vice-Chairman of UFOLEP since 2006.
- Chairman of FFC since 2009.
- Champion of Nievre on road in 2009 and vice-champion of Nievre on road in 2006,
2007, 2011.
- Champion of Burgundy on road in 2009 and vice-champion of Burgundy on road in
2007.
- Champion of Burgundy on TT by team in 2009 and vice-champion of Burgundy on
TT by Team in 2007.
- 8 victories in 2009 and 74th in France National Championships.
- 3 victories in 2011.
