Noise Reduction Techniques

Denoising techniques have evolved to eliminate the need for clean images, allowing neural networks to learn from multiple noisy versions instead. This approach is particularly valuable in fields like radio astronomy, where perfect images are unattainable. By leveraging the concept of averaging, the neural network can effectively cancel out noise and identify the underlying truth.