Alternating a shallow denoising CNN with an implicit heat equation step produces a tunable SAR despeckling network with improved robustness to adversarial perturbations.
Adaptive noise smoothing filter for images with signal-dependent noise,
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A Tunable Despeckling Neural Network Stabilized via Diffusion Equation
Alternating a shallow denoising CNN with an implicit heat equation step produces a tunable SAR despeckling network with improved robustness to adversarial perturbations.