2021
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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) @conference{Rundo2021advanced_c,
title = {Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving},
author = {Francesco Rundo and Roberto Leotta and Francesca Trenta and Giovanni Bellitto and Federica Proietto Salanitri and Vincenzo Piuri and Angelo Genovese and Ruggero Donida Labati and Fabio Scotti and Concetto Spampinato and Sebastiano Battiato},
url = {https://www.scitepress.org/Papers/2021/103810/103810.pdf},
year = {2021},
date = {2021-04-28},
booktitle = {IMPROVE},
pages = {81-90},
keywords = {D-CNN, Deep learning, Deep-LSTM, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
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2020
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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) @conference{Rundo2020,
title = {Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring},
author = {Francesco Rundo and Concetto Spampinato and Sebastiano Battiato and Francesca Trenta and Sabrina Conoci },
url = {https://convegni.aeit.it/auto2020/paper/1570659339.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {ADAS, automotive, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
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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) @conference{Rundo2020c,
title = {Innovative Saliency based Deep Driving Scene Understanding System for Automatic Safety Assessment in Next-Generation Cars},
author = {Francesco Rundo and Sabrina Conoci and Sebastiano Battiato and Francesca Trenta and Concetto Spampinato },
url = {https://convegni.aeit.it/auto2020/paper/1570659343.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {D-CNN, Deep learning, DeepLSTM, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
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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) @patent{rundo2020image,
title = {Image processing method and corresponding system},
author = {Francesco Rundo and Francesca Trenta and Sabrina Conoci and Sebastiano Battiato },
url = {https://patents.google.com/patent/US20200214614A1/en},
year = {2020},
date = {2020-09-09},
number = {US Patent App. 16/729,879},
keywords = {ADAS, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {patent}
}
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2019
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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) @conference{trenta2019advanced,
title = {Advanced motion-tracking system with multi-layers deep learning framework for innovative car-driver drowsiness monitoring},
author = {Francesca Trenta and Sabrina Conoci and Francesco Rundo and Sebastiano Battiato},
editor = {IEEE},
url = {https://ieeexplore.ieee.org/abstract/document/8756566},
doi = {10.1109/FG.2019.8756566},
year = {2019},
date = {2019-05-14},
booktitle = {14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019)},
pages = {1-5},
publisher = {IEEE},
keywords = {ADAS, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
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Francesco Rundo; Sabrina Conoci; Francesca Trenta; Sebastiano Battiato Car-Driver Drowsiness Monitoring by Multi-layers Deep Learning Framework and Motion Analysis Conference AISEM Annual Conference on Sensors and Microsystems, Springer, Cham, 2019. Links | BibTeX | Tags: Drowsiness, LSTM, machine learning @conference{rundo2019car,
title = {Car-Driver Drowsiness Monitoring by Multi-layers Deep Learning Framework and Motion Analysis},
author = {Francesco Rundo and Sabrina Conoci and Francesca Trenta and Sebastiano Battiato},
editor = {Springer, Cham},
url = {https://link.springer.com/chapter/10.1007/978-3-030-37558-4_25},
year = {2019},
date = {2019-02-11},
booktitle = {AISEM Annual Conference on Sensors and Microsystems},
pages = {169-175},
publisher = {Springer, Cham},
keywords = {Drowsiness, LSTM, machine learning},
pubstate = {published},
tppubtype = {conference}
}
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