Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images.
Gabriel SarchMichael J. TarrKaterina FragkiadakiLeila WehbePublished in: NeurIPS (2023)
Keyphrases
- natural images
- human brain
- natural scenes
- brain connectivity
- higher order
- activation detection
- functional magnetic resonance imaging
- multiscale
- brain activity
- input image
- object recognition
- sparse coding
- denoising
- image denoising
- information processing
- receptive fields
- scale invariant
- image patches
- saliency map
- spatial information
- activation patterns
- natural image statistics
- test images
- resting state fmri
- natural image patches
- brain images
- power spectrum
- image statistics
- functional connectivity
- low level vision tasks
- data analysis
- spatial correlation
- brain regions
- prior models
- high resolution
- feature vectors
- image quality assessment
- visual cortex
- image segmentation