Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding.
Yan HuangYang LongLiang WangPublished in: AAAI (2019)
Keyphrases
- image matching
- visual features
- template matching
- image retrieval
- visual appearance
- low level
- matching scheme
- image data
- visual concepts
- visual perception
- image content
- input image
- semantic content
- keypoints
- feature points
- single image
- image features
- image collections
- matching process
- semantic space
- image representation
- low level visual features
- visual information
- image set
- image segmentation
- web images
- visual data
- image classification
- natural language
- similarity measure
- high level
- binary codes
- visual similarity
- low level features
- feature matching
- spatial relations
- matching algorithm
- multiscale
- image registration
- auto annotation
- recognizing textual entailment
- data embedding
- image sequences
- semantic roles
- news video
- video sequences
- semantic concepts
- watermarking technique
- image regions
- mid level
- semantic similarity
- semantic analysis