Statistical models of appearance for eye tracking and eye-blink detection and measurement

被引：65

作者：

Bacivarov, Ioana ^{[1
]}

Ionita, Mircea ^{[1
]}

Corcoran, Peter ^{[2
]}

机构：

[1] Natuonal Univ Ireland, Dept Elect Engn, Galway, Ireland

[2] Natl Univ Ireland, Dept Elect Engn, Galway, Ireland

来源：

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS | 2008年 / 54卷 / 03期

关键词：

eye blinking; eye tracking; active appearance model; digital imaging;

D O I：

10.1109/TCE.2008.4637622

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A statistical Active Appearance Model (AAM) is developed to track and detect eye blinking. The model has been designed to be robust to variations of head pose or gaze. In particular we analyze and determine the model parameters which encode the variations caused by blinking. This global model is further extended using a series of sub-models to enable independent modeling and tracking of the two eye regions. Several methods to enable measurement and detection of eye-blink are proposed and evaluated. The results of various test on different image databases are presented to of various tests on different each model(1).

引用

页码：1312 / 1320

页数：9

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