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Keywords

machine learning, motion capture, action recognition, deep learning

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Belgium

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Employment (2)

Université de Mons: Mons, Hainaut, BE

2020-10-20 to present | Postdoc Researcher (ISIA Lab, Numediart Institute, UMONS)
Employment
Source: Self-asserted source
Sohaib Laraba

Université de Mons Faculté Polytechnique: Mons, BE

2014-01-01 to 2020-10-20 | Research assistent (ISIA Lab, UMONS)
Employment
Source: Self-asserted source
Sohaib Laraba

Education and qualifications (3)

Université de Mons: Mons, Hainaut, BE

2014-01-01 to 2020-10-20 | PhD (Théories de Circuits et Traitement de Signal - TCTS)
Education
Source: Self-asserted source
Sohaib Laraba

Institut Polytechnique de Grenoble: Grenoble, Rhône-Alpes, FR

2012-09-10 to 2013-08-05 | Master (SIgnal Image Parole et Télécom - SIPT)
Education
Source: Self-asserted source
Sohaib Laraba

École Nationale Polytechnique Département d'Electronique: Alger, DZ

2007-09-10 to 2012-07-04
Education
Source: Self-asserted source
Sohaib Laraba

Works (17)

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

2021 | Conference paper
Source: Self-asserted source
Sohaib Laraba

Deep Learning for Skeleton-Based Human Action Recognition

Unpublished
2020 | Dissertation or Thesis
DOI: 10.13140/RG.2.2.30723.53283
Source: Self-asserted source
Sohaib Laraba

Wheat Diseases Classification and Localization Using Convolutional Neural Networks and GradCAM Visualization

2020 International Conference on Intelligent Systems and Computer Vision (ISCV)
2020-06 | Conference paper
DOI: 10.1109/iscv49265.2020.9204258
ISBN: 9781728180410
Source: Self-asserted source
Sohaib Laraba

Action recognition based on 2D skeletons extracted from RGB videos

MATEC Web of Conferences
2019 | Journal article
DOI: 10.1051/matecconf/201927702034
Part of ISSN: 2261-236X
Source: Self-asserted source
Sohaib Laraba

Leveraging Pre-trained CNN Models for Skeleton-Based Action Recognition

Lecture Notes in Computer Science
2019 | Book chapter
DOI: 10.1007/978-3-030-34995-0_56
Part of ISBN: 9783030349943
Part of ISBN: 9783030349950
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Sohaib Laraba

Recognition of woodpecker calls

2019 | Other
Source: Self-asserted source
Sohaib Laraba

An adaptive framework for the creation of exergames for intangible cultural heritage (ICH) education

Journal of Computers in Education
2019-09 | Journal article
DOI: 10.1007/s40692-018-0115-z
Part of ISSN: 2197-9987
Part of ISSN: 2197-9995
Source: Self-asserted source
Sohaib Laraba

Deep Learning for Plant Diseases: Detection and Saliency Map Visualisation

Human and Machine Learning
2018 | Book chapter
DOI: 10.1007/978-3-319-90403-0_6
Part of ISBN: 9783319904023
Part of ISBN: 9783319904030
Part of ISSN: 1571-5035
Part of ISSN: 2524-4477
Source: Self-asserted source
Sohaib Laraba

People Groups Analysis for AR Applications

2018 International Conference on 3D Immersion (IC3D)
2018-12 | Conference paper
DOI: 10.1109/ic3d.2018.8657892
ISBN: 9781538675908
Source: Self-asserted source
Sohaib Laraba

UMONS-TAICHI: A multimodal motion capture dataset of expertise in Taijiquan gestures

Data in Brief
2018-08 | Journal article
DOI: 10.1016/j.dib.2018.05.088
Part of ISSN: 2352-3409
Source: Self-asserted source
Sohaib Laraba

Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces

2018-01-19 | Preprint
ARXIV: arXiv:1801.06349v1
Source: Self-asserted source
Sohaib Laraba

An adaptive framework for the creation of bodymotion-based games

2017 9th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games)
2017-09 | Conference paper
DOI: 10.1109/vs-games.2017.8056603
ISBN: 9781509058129
Source: Self-asserted source
Sohaib Laraba

3D skeleton-based action recognition by representing motion capture sequences as 2D-RGB images

Computer Animation and Virtual Worlds
2017-05 | Journal article
DOI: 10.1002/cav.1782
Part of ISSN: 1546-4261
Source: Self-asserted source
Sohaib Laraba

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)
2016 | Conference paper
Source: Self-asserted source
Sohaib Laraba

The i-Treasures Intangible Cultural Heritage dataset

Proceedings of the 3rd International Symposium on Movement and Computing
2016-07-05 | Conference paper
DOI: 10.1145/2948910.2948944
ISBN: 9781450343077
Source: Self-asserted source
Sohaib Laraba

Dance performance evaluation using hidden Markov models

Computer Animation and Virtual Worlds
2016-05 | Journal article
DOI: 10.1002/cav.1715
Part of ISSN: 1546-4261
Source: Self-asserted source
Sohaib Laraba

Adaptation procedure for HMM-based sensor-dependent gesture recognition

Proceedings of the 8th ACM SIGGRAPH Conference on Motion in Games
2015-11-16 | Journal article
DOI: 10.1145/2822013.2822032
ISBN: 9781450339919
Source: Self-asserted source
Sohaib Laraba
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