Modeling human categorization of natural images using deep feature representations.
Ruairidh M. BattledayJoshua C. PetersonTom GriffithsPublished in: CogSci (2017)
Keyphrases
- natural images
- feature representations
- natural scenes
- multiscale
- higher order
- object recognition
- image representation
- denoising
- feature representation
- image patches
- sparse coding
- input image
- text categorization
- test images
- generative model
- deep learning
- feature extraction
- low level features
- image processing
- probabilistic model
- pairwise
- statistics of natural images