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How many Different types of filters in image processing?

In image processing, there are several types of filters, each serving different purposes. Common categories include linear filters (like Gaussian and averaging), non-linear filters (such as median and bilateral filters), frequency domain filters (like low-pass and high-pass filters), and morphological filters (like dilation and erosion). Additionally, there are specialized filters for tasks like edge detection (e.g., Sobel and Canny) and noise reduction. The choice of filter depends on the specific application and the characteristics of the image being processed.


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