Attention-Based Sentiment Region Importance and Relationship Analysis for Image Sentiment Recognition

Figure 8

Samples of weighted feature maps produced by attention mechanism. The first row is the original image. The second row is the feature map of the conv5_3 layer in ResNet101. The third row is the feature map weighted by sentiment important attention. The fourth row is the feature map weighted by sentiment relation attention.