Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks.
Qiufan LinDominique FouchezJérôme PasquetPublished in: CoRR (2021)
Keyphrases
- image noise
- semi supervised
- multiscale
- image data
- input image
- image features
- random noise
- background noise
- image segmentation
- additive noise
- single image
- gaussian noise
- image classification
- image analysis
- image retrieval
- image edges
- image structure
- high contrast
- low frequency
- feature points
- image statistics
- image representation
- segmentation algorithm
- image regions
- pixel intensities
- denoising algorithm
- imaging process
- signal to noise ratio
- test images
- high resolution
- noise level
- image restoration
- unsupervised learning
- noise free
- natural images
- edge detection
- d objects
- degraded images
- low snr
- similarity measure
- learning algorithm