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. Author manuscript; available in PMC: 2022 Jun 9.
Published in final edited form as: Multimed Tools Appl. 2019 Jul 23;78(22):31581–31603. doi: 10.1007/s11042-019-07959-6

Table 4.

Facial expression recognition success rates with the different input channel number

Input #Channels Accuracy
Raw Image (Single CNN) 3-channel RGB 89.44%
Final-iconize Image (CNN cascade) 1-channel binary 90.55%
Raw + Final-iconize Images (CNN Cascade) 4-channel 94.44%