Capturing human categorization of natural images at scale by combining deep networks and cognitive models.
Ruairidh M. BattledayJoshua C. PetersonThomas L. GriffithsPublished in: CoRR (2019)
Keyphrases
- natural images
- cognitive models
- scale invariant
- cognitive model
- cognitive processes
- higher order
- natural scenes
- multiscale
- image denoising
- computational models
- object recognition
- cognitive architecture
- cognitive modeling
- denoising
- image patches
- scale invariance
- input image
- power spectrum
- cognitive science
- statistics of natural images
- receptive fields
- image statistics
- prior models
- scale space
- neural network
- data mining
- natural image statistics
- visual cortex
- bayesian networks