Leveraging Image-Text Similarity and Caption Modification for the DataComp Challenge: Filtering Track and BYOD Track.
Shuhei YokooPeifei ZhuYuchi IshikawaMikihiro TanakaMasayoshi KondoHirokatsu KataokaPublished in: CoRR (2023)
Keyphrases
- similarity measure
- image data
- single image
- caption text
- image analysis
- image features
- input image
- image content
- multiscale
- low level
- web images
- information retrieval
- image representation
- image classification
- image filtering
- feature points
- similarity metric
- image similarity
- pixel values
- image collections
- bounding box
- text extraction
- image segmentation
- edge detection
- image retrieval
- high resolution
- image regions
- natural images
- segmentation algorithm
- visual features
- textual information
- image quality
- segmentation method
- textual descriptions
- text mining
- bilateral filter
- text regions
- text retrieval
- semantic labels
- linear filtering
- text queries
- test images