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Table 12 Comparison with another fusion method

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

Methods

RGB

Flow

Fusion

Feichtenhofer of late fusion - VGG-M-2048 [22]

74.22%

82.34%

85.94

Feichtenhofer of late fusion - VGG-16 [22]

82.61%

86.25%

90.62

Feature amplification + multiplicative [18]

– %

– %

89.1%

Our gating VGG-16 + expert streams of [12]

79.34%

83.60%

91%