Explaining transformer-based image captioning models: An empirical analysis.
Marcella CorniaLorenzo BaraldiRita CucchiaraPublished in: AI Commun. (2022)
Keyphrases
- multiscale
- image content
- image classification
- image data
- image analysis
- image features
- input image
- image representation
- statistical model
- image collections
- bayesian framework
- low level
- high resolution
- template matching
- vector field
- image regions
- image statistics
- single image
- random fields
- visual effects
- edge detection
- image retrieval
- image segmentation
- pixel values
- similarity measure
- lighting conditions
- image matching
- energy function
- natural images
- segmentation method
- medical images
- markov random field
- generating explanations