Publications

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1.Francesco Rundo; Roberto Leotta; Francesca Trenta; Giovanni Bellitto; Federica Proietto Salanitri; Vincenzo Piuri; Angelo Genovese; Ruggero Donida Labati; Fabio Scotti; Concetto Spampinato; Sebastiano Battiato: Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE, 2021. (Type: Conference | Links | BibTeX)
2.Francesco Rundo; Concetto Spampinato; Sebastiano Battiato; Francesca Trenta; Sabrina Conoci : Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring. AEIT Automotive 2020, 2020. (Type: Conference | Links | BibTeX)
3.Francesco Rundo; Sabrina Conoci; Sebastiano Battiato; Francesca Trenta; Concetto Spampinato : Innovative Saliency based Deep Driving Scene Understanding System for Automatic Safety Assessment in Next-Generation Cars. AEIT Automotive 2020, 2020. (Type: Conference | Links | BibTeX)
4.Francesco Rundo; Francesca Trenta; Sabrina Conoci; Sebastiano Battiato : Image processing method and corresponding system. US Patent App. 16/729,879, 2020. (Type: Patent | Links | BibTeX)
5.Francesca Trenta; Sabrina Conoci; Francesco Rundo; Sebastiano Battiato: Advanced motion-tracking system with multi-layers deep learning framework for innovative car-driver drowsiness monitoring. 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), IEEE, 2019. (Type: Conference | Links | BibTeX)

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2021

Francesco Rundo; Roberto Leotta; Francesca Trenta; Giovanni Bellitto; Federica Proietto Salanitri; Vincenzo Piuri; Angelo Genovese; Ruggero Donida Labati; Fabio Scotti; Concetto Spampinato; Sebastiano Battiato

Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving Conference

IMPROVE, 2021.

Links | BibTeX | Tags: D-CNN, Deep learning, Deep-LSTM, Drowsiness, PPG (PhotoPlethySmography)

2020

Francesco Rundo; Concetto Spampinato; Sebastiano Battiato; Francesca Trenta; Sabrina Conoci

Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: ADAS, automotive, Drowsiness, PPG (PhotoPlethySmography)

Francesco Rundo; Sabrina Conoci; Sebastiano Battiato; Francesca Trenta; Concetto Spampinato

Innovative Saliency based Deep Driving Scene Understanding System for Automatic Safety Assessment in Next-Generation Cars Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: D-CNN, Deep learning, DeepLSTM, Drowsiness, PPG (PhotoPlethySmography)

Francesco Rundo; Francesca Trenta; Sabrina Conoci; Sebastiano Battiato

Image processing method and corresponding system Patent

US Patent App. 16/729,879, 2020.

Links | BibTeX | Tags: ADAS, Drowsiness, PPG (PhotoPlethySmography)

2019

Francesca Trenta; Sabrina Conoci; Francesco Rundo; Sebastiano Battiato

Advanced motion-tracking system with multi-layers deep learning framework for innovative car-driver drowsiness monitoring Conference

14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), IEEE, 2019.

Links | BibTeX | Tags: ADAS, Drowsiness, PPG (PhotoPlethySmography)