Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit.
Kevin SchawinskiCe ZhangHantian ZhangLucas FowlerGokula Krishnan SanthanamPublished in: CoRR (2017)
Keyphrases
- image features
- original images
- extracting features
- image data
- salient features
- input image
- feature vectors
- test images
- extracted features
- three dimensional
- image set
- image classification
- image database
- gabor filters
- image analysis
- image retrieval
- object recognition
- spatial relationships
- image regions
- keypoints
- feature matching
- computational photography
- topological features
- blind deconvolution
- multiple images
- feature points
- generative model
- spatial information
- feature set
- least squares
- geometric constraints
- image registration
- computer graphics
- social networks
- invariant features
- feature extraction
- sample images
- image statistics
- single image
- discriminative classifiers
- face recognition
- fourier domain
- low level
- image collections