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Scientific R&D

A strong and recognized
Data Science expertise

We contribute to scientific
progress through industrial R&D

Our latest scientific publications to take part in the global Research & Developement effort toward AI
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Deep Learning optimization
July 8th-12th 2020, Cancun, MEXICO
L. Souquet, N. Shvai, A. Sanogo, M. Khata, A. Hasnat, A. Llanza and A. Nakib

HyperFDA: A Bi-level optimization approach to Neural Architecture Search and Hyperparameters’ Optimization via Fractal Decomposition-based Algorithm
Accepted in the GECCO - Genetic and Evolutionary Computation Conference 2020

Traffic management
June 24th-26th 2020, Póvoa de Varzim, PORTUGAL
A. Meicler, A.Sanogo, N.Shvai, A.Llanza, A.Hasnat, M.Khata, E.Younes, A.Khalil, Y.Lachachi and A.Nakib

Real time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network under Limited Resources Constraint
Accepted in the 17th ICIAR - International Conference on Image Analysis and Recognition 2020

Tolling classification
September 22-25, 2019, Taipei, TAIWAN
A. Nakib

Application guided Image Quality Estimation based on Classification
Accepted in 26th IEEE ICIP - International Conference on Image Processing, 2019

Incident Detection in Tunnel
August 11-15, 2019, San Diego, CA, USA
A. Llanza, N. Shvai, M. Khata, A. Hasnat, A. Sanogo, A. Meicler and A. Nakib

Semantic segmentation approach for tunnel roads’ analysis
Accepted in SPIE Optics and Photonics, 2019

Deep Learning optimization
July 28-31, 2019, Cartagena, COLOMBIA
L. Souquet, A. Nakib

Multi-node environment strategy for Parallel Deterministic Multi-"object"ive Fractal Decomposition
Accepted in MIC - Metaheuristics International Conference 2019

Platematching
June 24-27, 2019, Munich, GERMANY
A. Sanogo, M. Khata, N. Shvai, A. Hasnat, A. Llanza, A. Meicler and A. Nakib

PixMap: automatic license plate recognition with convolutional neural network based on saliency maps
Accepted in SPIE Digital Optical Technologies International Symposium, 2019

Tolling classification
June 9-12, 2019, Paris, FRANCE
M. Khata, N. Shvai, A. Hasnat, A. Llanza, A. Sanogo, A. Meicler and A. Nakib

Novel Context-aware Classification for Highly Accurate Automatic Toll Collection
Accepted in 30th IEEE Intelligent Vehicles Symposium, 2019

Incident Detection in Tunnel
March 17-21, 2019, Silicon Valley, CA, USA
M. Khata, N. Shvai, A. Hasnat, A. Llanza, A. Sanogo, A. Meicler and A. Nakib

Real-time incident detection inside tunnels based on Voltera Architecture
Accepted in Nvidia GTC - GPU Technology Conference 2019

Tolling classification
September 22-25, 2019, Taipei, TAIWAN
A. Nakib

New Vehicle Classification Method Based on Hybrid Classifiers
Accepted in 25th IEEE ICIP, pp.3084-3088, 2019

Tolling classification
July 8th-12th 2020, Cancun, MEXICO
L. Souquet, N. Shvai, A. Sanogo, M. Khata, A. Hasnat, A. Llanza and A. Nakib

Optimal Ensemble Classifiers based classification for Automatic Vehicle Type Recognition
Accepted in Proceedings of International Conference IEEE WCCI-CEC, 2018

We put this cutting-edge AI knowledge at the service of road operators

All this strong scientifc background is used to build easy-to-use software solutions,
that can be quickly integrated into complex IT systems, to solve road operators needs for intelligence.

Our patents

All this R&D efforts has led to the establishment of strong intellectual property :
Name
Date of submission
Status

Method for managing the passage of a vehicle at a road toll station

26/02/2018
EP3531392A1

Vehicle recognition by unique license plate impression

2019
N/A

Module for checking the quality of an image

2019
N/A
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