EURASIP Journal on Image and Video Processing

Table 2 VGG-16, 80 epochs, 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	65.47%
0.0	1.0	69.66%
0.9	0.1	71.21%
0.8	0.2	72.04%
0.7	0.3	73.55%
0.6	0.4	74.23%
0.5	0.5	76.34%
0.4	0.6	77.01%
0.3	0.7	76.22%
0.2	0.8	73.45%
0.1	0.9	72.32%
Gating VGG-16		75.5%
Gating ResNet-50		74%
Gating classifier		76%

Back to article page