Real Time Eye Detector with Cascaded Convolutional Neural Networks

Table 2

Eye localization and classification comparison on the BioID datasets.

Method				Time (ms)
Valenti and Gevers [5]	86.1%	91.7%	97.9%
Timm and Barth [7]	82.5%	93.4%	99.7%
Amos et al. [20]	84.1%	90.2%	96.1%	500
Araujo et al. [9]	88.3%	92.7%	98.9%	83
Asadifard and Shanbezadeh [25]	47.0%	86.0%	96.0%	45
Markuš et al. [6]	85.7%	95.3%	99.7%	28
Leo et al. 2013 [12]	78.0%	86.0%	90.0%	330
Leo et al. 2014 [13]	80.6%	87.3%	94.0%	330
Gou et al. [15]	91.2%	99.4%	99.8%	67
Ours	85.6%	95.9%	99.5%	13

indicates that we cannot measure the processing time.