Multimodal image-text sentiment analysis based on image attention enhancement: Leveraging CBAM to enhance image features for capturing sentiment information in images for facilitating multimodal sentiment analysis.
Xiangyu KongXingxing YaoHai LiuPublished in: AIBDF (2023)
Keyphrases
- sentiment analysis
- image features
- input image
- opinion mining
- image classification
- sentence level
- sentiment classification
- image retrieval
- image content
- image regions
- product reviews
- text mining
- web images
- image representation
- sentiment polarity
- product features
- text classification
- object recognition
- databases
- social media content
- sentiment lexicon
- keypoints
- similarity measure
- contrast enhancement
- low level
- positive or negative
- feature vectors
- multi aspect
- information retrieval
- positive and negative
- multiple modalities
- keywords
- object categories
- image registration
- natural language processing