Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.
Tianzhe ChuShengbang TongTianjiao DingXili DaiBenjamin David HaeffeleRené VidalYi MaPublished in: CoRR (2023)
Keyphrases
- image data
- input image
- single image
- image classification
- image analysis
- template matching
- image features
- probabilistic model
- bayesian framework
- multiscale
- edge detection
- image content
- image segmentations
- clustering method
- random fields
- test images
- image segmentation
- image retrieval
- high resolution
- similarity measure
- segmentation algorithm
- parametric models
- image pixels
- unsupervised learning
- image representation
- region of interest
- digital images
- image set
- image regions
- keypoints
- object models
- image statistics
- visual effects
- segmentation method