(a) Each filtered pixel in the image (e.g., center pixel of the red square) is computed as the weighted average of all the pixels of the search window (blue square). (b) Weights of pixels of the search region as calculated by (2). As can be observed in the example edge pixels are averaged with other edge pixels preventing the blurring effect.
