EURASIP Journal on Image and Video Processing

Table 7 Gated good practice for two streams trained by [12] on UCF-101 (split 1)

From: Gated spatio and temporal convolutional neural network for activity recognition: towards gated multimodal deep learning

RGB weight	Flow weight	Test accuracy
1.0	0.0	79.34%
0.0	1.0	83.60%
0.9	0.1	82.10%
0.8	0.2	84.35%
0.7	0.3	86.47%
0.6	0.4	88.16%
0.5	0.5	89.32%
0.4	0.6	90.02%
0.3	0.7	89.67%
0.2	0.8	88.65%
0.1	0.9	86.73%
Gating		91%

Back to article page