From: Region-based convolutional neural network using group sparse regularization for image sentiment classification
Methods
IAPS subset
Abstract
ArtPhoto
Emotion6
VGGNet
88.51
68.86
67.61
72.25
Fine-tuned VGGNet
89.37
72.48
70.09
77.02
PCNN
88.84
70.84
70.96
73.58
ARconcatenation
89.39
74.41
73.76
78.52
R-CNNGSR
92.14
75.89
75.02
81.36