A variety of local structure patterns and their hybridization for accurate eye detection
详细信息 查看全文
- 作者：Inho Choi ihchoi@postech.ac.kr" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Daijin Kim ; dkim@postech.ac.kr" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Local structure patterns ; Multi-scale block LSPs ; Hybrid LSPs ; Eye detection ; AdaBoost feature selection
- 刊名：Pattern Recognition
- 出版年：2017
- 出版时间：January 2017
- 年：2017
- 卷：61
- 期：Complete
- 页码：417-432
- 全文大小：4668 K
文摘
- •
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.