Understanding Retrieval Robustness for Retrieval-augmented Image Captioning.
Wenyan LiJiaang LiRita RamosRaphael TangDesmond ElliottPublished in: ACL (1) (2024)
Keyphrases
- image retrieval
- image description
- similarity matching
- image database
- image analysis
- input image
- retrieval process
- document retrieval
- image content
- information retrieval
- medical image retrieval
- retrieval model
- multiscale
- single image
- image regions
- image features
- object retrieval
- image segmentation
- content based retrieval
- test images
- segmentation method
- test collection
- image representation
- query expansion
- image classification
- retrieval accuracy
- visual descriptors
- retrieval method
- image and video databases
- pixel values
- image collections
- retrieval systems
- information retrieval systems
- similarity measure
- multimedia databases
- visual similarity
- image matching
- edge detection
- low level