Lightweight Multilayer Random Forests for Monitoring Driver Emotional Status

This study proposes a lightweight multilayer random forest (LMRF) model, which is a non-neural network style deep model consisting of layer-by-layer random forests. Although a deep neural network (DNN) is a powerful algorithm for facial expression recognition (FER), the requirement of too many param...

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Bibliographic Details
Main Authors: Mira Jeong, Jaeyeal Nam, Byoung Chul Ko
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9046770/