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Aymen SHABOU

Vélizy-Villacoublay

En résumé

I have been working in the computer vision industry for the last 6 years on applications ranging from satellite image processing, object recognition and scene analysis, large scale multimedia content-based search, object detection, multimedia document classification and currently in large scale 3D models indexing and search.

I was part of the core engineering and research team at CEA Ile-de-France. Following which I worked with the machine learning and large scale indexing and search team and also with a joint team between CEA and Thales for developing supervised video-frame classification for smart video surveillance camera devises.

In my current position I am working at the indexing and search team at Dassault Systèmes Ile-de-France. I am involved in developing solutions for fast and accurate 3D Model retrieval for large scale industrial databases.

Interests:
- Computer vision
- Multimedia content-based analysis and retrieval
- Big Data
- Machine learning
- Satellite image processing
Tools:
- OPENCV, LUCENE, CATIA
- C/C++, JAVA, MATLAB (with MEX files), Linux & Shell scripting, PHP, My SQL,

Mes compétences :
C/C++
Matlab/octave
Machine Learning
COMPUTER VISION 09
Image processing
Php/mysql

Entreprises

  • Dassault Systemes - R&D Engineer

    Vélizy-Villacoublay 2012 - 2014 - Large scale 3D industrial model indexing and search
    - Integration in Exalead CloudView search engine
    - Maintain and develop the shape-based search of CATIA® V6
  • Commissariat à l'Energie Atomique (CEA) - R&D Engineer

    2011 - 2012 - Large scale object recognition and scene analysis (CVPR’12 + PATENT)
    - Video-frame classification for smart-video surveillance systems (CEA+Thales)
    - Large scale multimedia content-based (image + text) classification (ICMR’12, ICPR’12, ACM-MM’13, RIA’13)
    - Participated in the TRECVID evaluation campaign within the Semantic Indexing and Instance Search Task (TRECVID’12)
    - Participated in the ImageCLEF evaluation campaign within the Concept Annotation Task (ImageClef’12)
  • Télécom ParisTech - PhD

    Paris 2007 - 2010 3D reconstruction using SAR interferometryic data and Marcovian based approaches

Formations

Réseau