From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction.
Victor CamposBrendan JouXavier Giró-i-NietoPublished in: Image Vis. Comput. (2017)
Keyphrases
- fine tuning
- sentiment analysis
- sentiment classification
- opinion mining
- prediction accuracy
- information retrieval and extraction
- viable alternative
- visual information
- visual features
- positive and negative
- online reviews
- positive or negative
- sentence level
- text classification
- sentiment polarity
- sentiment lexicon
- fine tune
- machine learning
- domain specific
- video sequences
- visual perception
- prediction algorithm
- linguistic features
- artificial neural networks
- input image
- image pixels
- prediction model
- polarity classification
- neural network