Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations.
Nikolaos-Antonios YpsilantisKaifeng ChenBingyi CaoMário LipovskýPelin Dogan-SchönbergerGrzegorz MakosaBoris BluntschliMojtaba SeyedhosseiniOndrej ChumAndré AraujoPublished in: CoRR (2023)
Keyphrases
- image representation
- image classification
- image content
- image features
- multiscale
- object recognition
- bag of words
- image data
- region segmentation
- image retrieval
- million images
- quadtree
- image description
- scene classification
- feature representations
- sparse coding
- low level features
- input image
- scene recognition
- representation scheme
- feature space
- receptive fields
- image segmentation
- similarity measure
- multiple scales
- bag of features
- object classification
- dimensionality reduction
- image collections
- visual words
- co occurrence
- image regions
- image database