Conv Based Noise Reduction

• Noise is high frequency component, suppress via low-pass filters
• Ideal low-pass filter
• multiply with box filter in frequency domain
• convolution with sinc in spatial domain (impractical: infinite extent)
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• Spatially narrow (wide) filter has wide (narrow) spectrum and low (high) smoothing effect