Self-supervised learning of visual features through embedding images into text topic spaces.
Lluís Gómez i BigordaYash PatelMarçal RusiñolDimosthenis KaratzasC. V. JawaharPublished in: CoRR (2017)
Keyphrases
- visual features
- image retrieval
- image classification
- image collections
- web images
- visual appearance
- image annotation
- image database
- semantic gap
- visual similarity
- visual data
- bag of features
- visual information
- keywords
- image search
- semantic content
- bridge the semantic gap
- visual content
- image data
- object recognition
- global features
- low level visual features
- visual and textual features
- sample images
- text queries
- low level features and high level
- information retrieval
- image understanding
- low level
- search engine
- cbir systems
- low level features
- visually similar
- visual properties
- similarity measure
- semantic concepts
- content based retrieval
- visual patterns
- action recognition
- input image
- visual descriptors
- textual features
- image features