Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 50 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Sohaib L.

Belgium

USD 50 /hr

Experienced mathematician/data scientist, specializing in ML, Deep Learning, Computer Vision

Profile Summary

Post doctoral researcher at the university of Mons in Belgium in Engineering sciences (Machine Learning & Computer Vision). 7+ years experience several computer vision projects including human computer interaction, action recognition, face detection, object detection and tracking, tumor detection, plant disease detection, etc. I'm an active researcher with multiple publications in the field. I also work on developing research projects national and international wise.

Subject Matter Expertise

• ★ Computer Vision
• ☆ Computer Science
• ☆ Data Science
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Mathematics
• ☆ Human-Computer Interactions (HCI)

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, Newswriting

Research Market Research, User Research, Feasibility Study, Gap Analysis, Gray Literature Search, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Data Processing, Data Insights

Product Development Formulation, Product Evaluation, Product Validation, Concept Development

Work Experience

Postdoctroral Researcher

Numediart Institute, University of Mons

October 2020 - Present

Research Assistant

Université de Mons

January 2014 - Present

Education

PhD (Théories de Circuits et Traitement de Signal - TCTS)

Université de Mons

January 2014 - October 2020

Master (SIgnal Image Parole et Télécom - SIPT)

Institut Polytechnique de Grenoble

September 2012 - August 2013

École Nationale Polytechnique Département d'Electronique

September 2007 - July 2012

Certifications

• Certification details not provided.

Publications

CONFERENCE PAPER

(2021). Deep Convolutional Neural Networks (CNN) for COVID-19 classification in chest X-ray images with Explainable Artificial Intelligence (XAI) .

Elias Ennadifi and Sohaib Laraba and Damien Vincke and Benoit Mercatoris and Bernard Gosselin(2020). Wheat Diseases Classification and Localization Using Convolutional Neural Networks and GradCAM Visualization . 2020 International Conference on Intelligent Systems and Computer Vision (ISCV). {IEEE}

M. Mancas and S. Laraba and A. Bandrabur and P.-H. De Deken and K. Hagihara and N. Leblanc and S. B. Yengec Tasdemir and B. Macq and T. Dutoit(2018). People Groups Analysis for AR Applications . 2018 International Conference on 3D Immersion (IC3D). {IEEE}

A. Grammatikopoulou and S. Laraba and O. Sahbenderoglu and K. Dimitropoulos and N. Grammalidis(2017). An adaptive framework for the creation of bodymotion-based games . 2017 9th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games). {IEEE}

N. Grammalidis and K. Dimitropoulos and F. Tsalakanidou and A. Kitsikidis and P. Roussel and B. Denby and P. Chawah and L. Buchman and S. Dupont and S. Laraba and B. Picart and M. Tits and J. Tilmanne and S. Hadjidimitriou and L. Hadjileontiadis and V. Charisis and C. Volioti and A. Stergiaki and A. Manitsaris and O. Bouzos and S. Manitsaris(2016). The i-Treasures Intangible Cultural Heritage dataset . Proceedings of the 3rd International Symposium on Movement and Computing. {ACM}

Tilmanne, Jo{\"e}lle and d'Alessandro, Nicolas and Barborka, Petr and Bayansar, Furkan and Bernardo, Francisco and Fiebrink, Rebecca and Heloir, Alexis and Hemery, Edgar and Laraba, Sohaib and Moinet, Alexis and others(2016). Prototyping a New Audio-Visual Instrument Based on Extraction of High-Level Features on Full-Body Motion . Project reports of the 11th International Summer Workshop on Multimodal Interfaces (eNTERFACE'15).

DISSERTATION THESIS

{Sohaib Laraba}(2020). Deep Learning for Skeleton-Based Human Action Recognition . Unpublished. Unpublished

JOURNAL ARTICLE

A. Grammatikopoulou and S. Laraba and O. Sahbenderoglu and K. Dimitropoulos and S. Douka and N. Grammalidis(2019). An adaptive framework for the creation of exergames for intangible cultural heritage (ICH) education . Journal of Computers in Education. 6. (3). p. 417--450. Springer Science and Business Media {LLC}

Sophie Aubry and Sohaib Laraba and Joëlle Tilmanne and Thierry Dutoit(2019). Action recognition based on 2D skeletons extracted from RGB videos . MATEC Web of Conferences. 277. p. 02034. {EDP} Sciences

Mickaël Tits and Sohaïb Laraba and Eric Caulier and Joëlle Tilmanne and Thierry Dutoit(2018). UMONS-TAICHI: A multimodal motion capture dataset of expertise in Taijiquan gestures . Data in Brief. 19. p. 1214--1221. Elsevier {BV}

Sohaib Laraba and Mohammed Brahimi and Joëlle Tilmanne and Thierry Dutoit(2017). 3D skeleton-based action recognition by representing motion capture sequences as 2D-RGB images . Computer Animation and Virtual Worlds. 28. (3-4). p. e1782. Wiley

Sohaib Laraba and Joëlle Tilmanne(2016). Dance performance evaluation using hidden Markov models . Computer Animation and Virtual Worlds. 27. (3-4). p. 321--329. Wiley

Sohaib Laraba and Joëlle Tilmanne and Thierry Dutoit(2015). Adaptation procedure for HMM-based sensor-dependent gesture recognition . Proceedings of the 8th ACM SIGGRAPH Conference on Motion in Games. {ACM}

BOOK CHAPTER

Sohaib Laraba and Joëlle Tilmanne and Thierry Dutoit(2019). Leveraging Pre-trained CNN Models for Skeleton-Based Action Recognition . Lecture Notes in Computer Science. p. 612--626. Springer International Publishing

Mohammed Brahimi and Marko Arsenovic and Sohaib Laraba and Srdjan Sladojevic and Kamel Boukhalfa and Abdelouhab Moussaoui(2018). Deep Learning for Plant Diseases: Detection and Saliency Map Visualisation . Human and Machine Learning. p. 93--117. Springer International Publishing

OTHER

Florentin, J., Laraba, S., Dutoit, T., & Verlinden, O. Recognition of woodpecker calls.

PREPRINT

(2018). Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces.