What is filtering?
Filtering is a preprocessing technique used to enhance wanted (object) information and suppress unwanted (noise, artifact, or background) information in an image dataset. The most commonly used enhancing filter is an edge enhancing operation, leading to sharper image quality, whereas the most commonly used suppressing filter is a smoothing operation, leading to smoother image quality
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