Driver Eye State Classification Based on Cooccurrence Matrix of Oriented Gradients

Accurate detection of driver's eye state by computer vision is critical to driver drowsiness monitoring. The histogram of oriented gradients (HOG) is commonly used as descriptive feature of eye image for state classification. However, HOG often suffers from the limit of local gradient informati...

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Bibliographic Details
Main Authors: Bo Zhang, Wenjun Wang, Bo Cheng
Format: Article
Language:English
Published: SAGE Publishing 2015-02-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1155/2014/707106