Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models.
Zheyuan LiuCristian Rodriguez OpazoDamien TeneyStephen GouldPublished in: CoRR (2021)
Keyphrases
- image retrieval
- language model
- pre trained
- image database
- image collections
- probabilistic model
- language modeling
- speech recognition
- image matching
- test collection
- training data
- information retrieval
- query expansion
- image classification
- input image
- image features
- retrieval model
- image annotation
- image representation
- training examples
- small number
- lighting conditions
- retrieval accuracy
- low level features
- object recognition
- relevance model
- language models for information retrieval
- illumination conditions
- image set
- statistical model
- n gram
- computer vision