What are some common image filtering methods used in AI?

What are some common image filtering methods used in AI?

Some common image filtering methods include Gaussian blur, median filtering, and bilateral filtering. Would you like to know more about any specific method?

Can you explain how Gaussian blur works?

Gaussian blur works by averaging the pixels around a target pixel, weighted by a Gaussian function. This smooths the image and reduces noise.

What is median filtering and when is it used?

Median filtering replaces each pixel's value with the median value of the pixels in its neighborhood. It's effective for removing salt-and-pepper noise.

Are there any advanced filtering techniques?

Yes, advanced techniques include convolutional neural networks (CNNs) for image enhancement and deep learning-based filters.