A High Performance and Robust FPGA Implementation of a Driver State Monitoring Application

A high-performance Driver State Monitoring (DSM) application for the detection of driver drowsiness is presented in this paper. The popular Ensemble of Regression Trees (ERTs) machine learning method has been employed for the alignment of 68 facial landmarks. Open-source implementation of ERTs for f...

Descripción completa

Detalles Bibliográficos
Autores principales: Christakos, P., Petrellis, N., Mousouliotis, P., Keramidas, G., Antonopoulos, C. P., Voros, N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383104/
https://www.ncbi.nlm.nih.gov/pubmed/37514638
http://dx.doi.org/10.3390/s23146344

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383104/
https://www.ncbi.nlm.nih.gov/pubmed/37514638
http://dx.doi.org/10.3390/s23146344

Ejemplares similares