A variety of local structure patterns and their hybridization for accurate eye detection

作者：

Highlights：

• Existing local structure patterns are reviewed and categorized into two types.

• We propose several hybrid LSPs by the AdaBoost feature selection.

• I-LSPs were good for detecting the eyes in low quality images.

• G-LSPs were good for detecting the eyes in high quality images.

• Hybrid LSPs provided state-of-the-art eye detection accuracy across image qualities.

摘要

•Existing local structure patterns are reviewed and categorized into two types.•We propose several hybrid LSPs by the AdaBoost feature selection.•I-LSPs were good for detecting the eyes in low quality images.•G-LSPs were good for detecting the eyes in high quality images.•Hybrid LSPs provided state-of-the-art eye detection accuracy across image qualities.

论文关键词：Local structure patterns,Multi-scale block LSPs,Hybrid LSPs,Eye detection,AdaBoost feature selection

论文评审过程：Received 28 November 2014, Revised 28 June 2016, Accepted 11 August 2016, Available online 18 August 2016, Version of Record 29 August 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.08.009