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
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
Application guided Image Quality Estimation based on Classification
Accepted in 26th IEEE ICIP - International Conference on Image Processing, 2019
Semantic segmentation approach for tunnel roads’ analysis
Accepted in SPIE Optics and Photonics, 2019
Multi-node environment strategy for Parallel Deterministic Multi-"object"ive Fractal Decomposition
Accepted in MIC - Metaheuristics International Conference 2019
PixMap: automatic license plate recognition with convolutional neural network based on saliency maps
Accepted in SPIE Digital Optical Technologies International Symposium, 2019
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection
Accepted in 30th IEEE Intelligent Vehicles Symposium, 2019
Real-time incident detection inside tunnels based on Voltera Architecture
Accepted in Nvidia GTC - GPU Technology Conference 2019
New Vehicle Classification Method Based on Hybrid Classifiers
Accepted in 25th IEEE ICIP, pp.3084-3088, 2019
Optimal Ensemble Classifiers based classification for Automatic Vehicle Type Recognition
Accepted in Proceedings of International Conference IEEE WCCI-CEC, 2018
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.
Method for managing the passage of a vehicle at a road toll station
Vehicle recognition by unique license plate impression
Module for checking the quality of an image