Publications

@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 = {},

pubstate = {published},

tppubtype = {conference}

}

@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 = {},

pubstate = {published},

tppubtype = {conference}

}

@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 = {},

pubstate = {published},

tppubtype = {conference}

}

@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 = {},

pubstate = {published},

tppubtype = {conference}

}

@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 = {},

pubstate = {published},

tppubtype = {conference}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}