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Maglapat ng iba't ibang blur at patalasin ang mga filter sa mga larawan. Gaussian smoothing para sa pagbabawas ng ingay, median para sa salt-and-pepper noise, bilateral para sa edge-pserving smoothing, o unsharp mask para sa sharpening.
Ihambing ang Gaussian blur, median filtering, bilateral smoothing, at unsharp masking para sa denoising at edge-aware sharpening.
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Gaussian blur smooths an image by averaging each pixel with its neighbors using a Gaussian (bell curve) weighted kernel. It reduces noise and detail while preserving overall structure.
Bilateral filter smooths images while preserving edges. It considers both spatial distance and intensity difference, making it ideal for noise reduction without blurring object boundaries.