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Identifying Image Noise: A Practical Guide with Python and Kurtosis

Level up on how to distinguish Gaussian, Salt & Pepper, and Speckle noise using statistical analysis and Python.

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Kala K
Sep 10, 2025
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By Kala K, TH Tien

Level up on how to distinguish Gaussian, Salt & Pepper, and Speckle noise using statistical analysis and Python.

When it comes to noise distortions in images, there are two critical insights you can rely on when choosing a denoising solution And strategy. One is the level of noise (or amount), second is the types of noise or noise model…

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