Automatic blush detection in 'concealed information' test using visual stimuli

被引:1
|
作者
Yue, Shigang [1 ]
Harmer, Karl [2 ]
Guo, Kun [3 ]
Adams, Karen [3 ]
Hunter, Andrew [4 ]
机构
[1] Univ Lincoln, Lincoln Sch Comp Sci, Brayford Pool Campus, Lincoln LN6 7TS, England
[2] Univ Kent, Sch Engn & Digital Arts, Canterbury CT2 7NZ, Kent, England
[3] Univ Lincoln, Sch Psychol, Lincoln LN6 7TS, England
[4] Univ Lincoln, Sch Comp Sci, Lincoln LN6 7TS, England
关键词
blush detection; thermal image; psychophysiology; deception; visual cues; temperature change;
D O I
10.1504/IJDMMM.2014.063197
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Blushing has been identified as an indicator of deception, shame, anxiety and embarrassment. Although normally associated with the skin coloration of the face, a blush response also affects skin surface temperature. In this paper, an approach to detect a blush response automatically is presented using the Argus P7225 thermal camera from e2v. The algorithm was tested on a sample population of 51 subjects, while using visual stimuli to elicit a response, and achieved recognition rates of similar to 77% TPR and similar to 60% TNR, indicating a thermal image sensor is the prospective device to pick up subtle temperature change synchronised with stimuli.
引用
收藏
页码:187 / 201
页数:15
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