A Multi-Task Neural Approach for Emotion Attribution, Classification, and Summarization
A Multi-Task Neural Approach for Emotion Attribution, Classification, and Summarization
Emotional content is a crucial ingredient in user-generated videos. However, the sparsity of emotional expressions in the videos poses an obstacle to visual emotion analysis. In this paper, we propose a new neural approach, Bi-stream Emotion Attribution-Classification Network (BEAC-Net), to solve three related emotion analysis tasks: emotion recognition, emotion attribution, …