Zero-shot Composed Image Retrieval Considering Query-target Relationship Leveraging Masked Image-text Pairs.
Huaying ZhangRintaro YanagiRen TogoTakahiro OgawaMiki HaseyamaPublished in: CoRR (2024)
Keyphrases
- image retrieval
- target images
- object retrieval
- image content
- text retrieval
- relevance feedback
- retrieval method
- image collections
- retrieval accuracy
- text queries
- image representation
- image similarity
- retrieved images
- image features
- image data
- single image
- image database
- web images
- semantic gap
- image retrieval systems
- retrieval process
- retrieving images
- image matching
- image classification
- retrieval precision
- keywords
- input image
- image segmentation
- pre trained
- visual similarity
- relevant images
- image search
- multiscale
- edge detection
- database
- street view
- similarity scores
- textual descriptions
- user queries
- query expansion
- text mining
- low level
- spatial information
- image regions
- low level features
- pairwise
- feature space
- retrieval scheme
- visual content
- similarity measure