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Image Local Transforms
Select a filter from the list below.
Icon | Name | Description |
---|---|---|
![]() | CloseImage | E.g. removal of the "pepper" component of salt-and-pepper noise. |
![]() | ConvolveImage | Non-standard local transforms defined by the user. |
![]() | DifferenceOfGaussians | Emphasizes high-frequency image features such as lines or patches / dots. |
![]() | DilateAndErodeImage | Calculates dilation and erosion simultaneously for faster execution. |
![]() | DilateImage | Replaces each pixel with the maximum of pixels within a kernel. |
![]() | DilateImage_AnyKernel | Replaces each pixel with the maximum of pixels within an arbitrary kernel. |
![]() | DilateImage_Mask | Replaces each pixel with the maximum of pixels within a small rectangular kernel. |
![]() | ErodeImage | Replaces each pixel with the minimum of pixels within a kernel. |
![]() | ErodeImage_AnyKernel | Replaces each pixel with the minimum of pixels within an arbitrary kernel. |
![]() | ErodeImage_Mask | Replaces each pixel with the minimum of pixels within a small rectangular kernel. |
![]() | GradientDirAndPresenceImage | For highly optimized analysis of gradient directions. |
![]() | GradientImage | Computes a gradient image with smoothing operator of any size. The output pixels are signed. |
![]() | GradientImage_Mask | Computes a gradient image with a Sobel or Prewitt operator. |
![]() | GradientMagnitudeImage | Measures the strength of gradient at each pixel location with Sobel or Prewitt operator. |
![]() | MeasureImageGradients | Computes gradient magnitudes of an image. |
![]() | NormalizeImageGradients | Adjusts gradient angles to a given range. |
![]() | OpenImage | E.g. removal of the "salt" component of salt-and-pepper noise. |
![]() | RotateImageGradients | Rotates image gradients. |
![]() | SmoothImage_Deriche | Approximation of the gaussian filter, which can be faster for large kernels. |
![]() | SmoothImage_Gauss | Removal of gaussian noise from images. |
![]() | SmoothImage_Gauss_Mask | Removal of gaussian noise from images (fast). |
![]() | SmoothImage_Mean | Usually used for computing features related to local image "windows". Can be also used for noise removal, but Gauss is superior here. |
![]() | SmoothImage_Mean_AnyKernel | Usually used for computing features related to local image "windows" having non-standard shape. |
![]() | SmoothImage_Mean_Mask | This is a faster alternative to SmoothImage_Mean when the kernel is very small. |
![]() | SmoothImage_Median | Edge-preserving noise removal (but slow). |
![]() | SmoothImage_Median_Mask | Replaces each pixel with the median of pixels within a 3x3 rectangular kernel (faster). |
![]() | SmoothImage_Middle | Useful for calculating per-pixel threshold values for image binarization. |