Research Article

Efficient Eye-Blinking Detection on Smartphones: A Hybrid Approach Based on Deep Learning

Table 1

Performance of the proposed blink detection algorithm.

Dataset IDPrecisionRecall

000001M_FBN3/33/3
000001M_FNN2/22/3
000001M_FTN4/44/4
000002M_FNN4/54/4
000002M_FTN3/33/4
000003M_FBN4/44/4
000003M_FNN3/33/3
000003M_FTN2/22/3
000003M_UNN3/43/5
000004M_FBN6/66/6
Total34/36 (=0.944)35/39 (=0.897)