Normalize Image
This function block normalizes the pixel values of an image between specified minimum and maximum values. It allows for better image visibility and analysis by standardizing pixel intensity across the image.
π₯ Inputs
Image Any
The primary image that you want to normalize.
ROI
An optional region of interest image that can be used to guide the normalization process.
π€ Outputs
Image Any
The output image after normalization, with pixel values constrained between the specified limits.
πΉοΈ Controls
Morph Type
A dropdown menu that lets you choose the normalization technique, such as NORM_MINMAX
, NORM_L2
, NORM_L1
, or NORM_INF
.
Pixel Range
A slider that allows you to specify the minimum and maximum pixel values for the normalization process.
Clip Intensity
A slider that enables you to set the intensity threshold for the pixel values based on the mean and standard deviation of the ROI.
π¨ Features
Multiple Normalization Methods
Choose from different normalization methods to adapt to your specific image processing needs.
Dynamic Intensity Clipping
Adjust the clipping intensity to control which pixel values will be affected by the normalization.
Interactive Interface
The layout provides interactive controls that allow you to adjust parameters in real time.
π Usage Instructions
Input Images: Connect the image you wish to normalize to the
Image Any
input and optionally connect a region of interest (ROI) image.Select Normalization Method: Choose the desired normalization technique from the
Morph Type
dropdown menu.Set Pixel Range: Adjust the
Pixel Range
slider to define the minimum and maximum values for pixel normalization.Control Clipping Intensity: Use the
Clip Intensity
slider to adjust how much the pixel values should be clipped based on the mean and standard deviation of the ROI.Evaluate: Run the block to see the normalized output image.
π Evaluation
Upon execution, this function block processes the input image and outputs a normalized version according to the specified parameters.
π‘ Tips and Tricks
π οΈ Troubleshooting
Last updated