Gauging the Limitations of Natural Language Supervised Text-Image Metrics Learning by Iconclass Visual Concepts.
Kai LabuschClemens NeudeckerPublished in: HIP@ICDAR (2023)
Keyphrases
- visual concepts
- learning tasks
- learning algorithm
- image content
- image collections
- natural language
- image data
- multiscale
- supervised learning
- positive examples
- input image
- image features
- learning process
- image segmentation
- machine learning
- image classification
- semi supervised
- image representation
- image regions
- image retrieval
- object categories
- reinforcement learning
- high resolution
- text mining
- computer vision
- image set
- video sequences