Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs.
Furkan OzcelikBhavin ChoksiMilad MozafariLeila ReddyRufin VanRullenPublished in: IJCNN (2022)
Keyphrases
- three dimensional
- image data
- image database
- image features
- ground truth
- activation patterns
- integral imaging
- semantic categories
- human brain
- brain activation
- tomographic images
- image analysis
- image classification
- input image
- computerized tomography
- event related
- brain mapping
- image retrieval
- brain imaging
- brain regions
- brain activity
- functional magnetic resonance imaging
- reconstruction process
- reconstruction method
- edge detection
- test images
- semantic information
- activation detection
- image registration
- human observers
- image sequences
- brain atlas
- positron emission tomography
- image collections
- image annotation
- image reconstruction
- segmentation algorithm
- image quality