Edge-preserving Image Smoothing in Python

How do we extract meaningful information from scientific images in spite of ubiquitous noise? Edge-preserving image smoothing removes noise as a pre-processing step for visualization or analysis. A number of edge-preserving image processing filters are available in the Insight Toolkit (ITK), such as the bilateral image filter. An anisotropic diffusion filter that delivers excellent edge-preserving […]

PDF] A Benchmark for Edge-Preserving Image Smoothing

Sample source images from our dataset for edge-preserving image smoothing.

Blog articles for Jean-Baptiste Vimort

Basics of Edge Preserving Smoothing with Non-linear Diffusion (Perona-Malik), by Bertay Eren, Apr, 2023, Medium

Blog articles for Francois Budin

An effective edge-preserving smoothing method for image manipulation - ScienceDirect

GitHub - sai-bi/ImageSmoothing: A collection of image smoothing

An effective edge-preserving smoothing method for image manipulation - ScienceDirect

Edge-preserving smoothing filter using fast M-estimation method with an automatic determination algorithm for basic width

Blog articles for Libby Rose