Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models.
Zheyuan LiuCristian Rodriguez OpazoDamien TeneyStephen GouldPublished in: ICCV (2021)
Keyphrases
- image retrieval
- language model
- pre trained
- image database
- image collections
- language modeling
- computer vision
- probabilistic model
- image matching
- speech recognition
- n gram
- image features
- image annotation
- query expansion
- visual features
- information retrieval
- object recognition
- input image
- image classification
- test collection
- small number
- relevance feedback
- lighting conditions
- retrieval model
- training data
- generative model
- image content
- training examples
- partial occlusion
- image representation
- relevance model
- smoothing methods
- data sets