Eyes closeness detection from still images with multi-scale histograms of principal oriented gradients

作者：

Highlights：

• An appearance-based architecture for unconstrained eye closeness detection.

• Two novel extensions of HOG descriptor for eye closeness recognition.

• Fusing complementary descriptors for enriched description of eyes with changes.

• Two new publicly available datasets for eye state evaluation.

摘要

Highlights•An appearance-based architecture for unconstrained eye closeness detection.•Two novel extensions of HOG descriptor for eye closeness recognition.•Fusing complementary descriptors for enriched description of eyes with changes.•Two new publicly available datasets for eye state evaluation.

论文关键词：Eye closeness detection,Eye state measurement

论文评审过程：Received 25 June 2013, Revised 17 February 2014, Accepted 23 March 2014, Available online 3 April 2014.

论文官网地址：https://doi.org/10.1016/j.patcog.2014.03.024