Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders.
Amrutha SaseendranKathrin SkubchStefan FalknerMargret KeuperPublished in: NeurIPS (2022)
Keyphrases
- image quality
- visual quality
- image data
- compression ratio
- denoising
- bit rate
- human visual system
- reconstructed image
- high quality
- quality assessment
- image fidelity
- least squares
- peak signal to noise ratio
- high image quality
- pixel values
- error diffusion
- image resolution
- image quality metrics
- quality prediction
- risk minimization
- lossy compression
- halftoning algorithm
- human visual sensitivity
- perceptual quality
- digital camera
- gray scale
- probabilistic model