Regularizing Visual Semantic Embedding With Contrastive Learning for Image-Text Matching.
Yang LiuHong LiuHuaqiu WangMengyuan LiuPublished in: IEEE Signal Process. Lett. (2022)
Keyphrases
- auto annotation
- input image
- template matching
- single image
- image classification
- matching process
- web images
- visual perception
- image features
- image content
- feature points
- image representation
- image matching
- semantic space
- visual concepts
- learning algorithm
- keypoints
- semantic labels
- image data
- high level
- low level
- visual data
- textual descriptions
- pattern matching
- high resolution
- multiscale
- data embedding
- semantic matching
- false matches
- test images
- matching scheme
- visual appearance
- shape matching
- image collections
- image set
- image retrieval
- natural language
- image segmentation