Stochastic Image Models from SIFT-Like Descriptors.
Agnès DesolneuxArthur LeclairePublished in: SIAM J. Imaging Sci. (2018)
Keyphrases
- keypoints
- image features
- image retrieval
- sift descriptors
- local image descriptors
- feature descriptors
- image data
- image matching
- image analysis
- scale invariant feature transform
- sift features
- point processes
- random fields
- image segmentation
- single image
- image descriptors
- multiscale
- input image
- probabilistic model
- feature points
- image classification
- object retrieval
- object recognition
- image representation
- bayesian framework
- color descriptors
- highly discriminative
- image description
- shape properties
- test images
- bag of features
- edge detection
- low level
- feature vectors
- global features
- image transformations
- object models
- feature detection
- spatial information
- high resolution
- scale invariant features