vision.MorphologicalTopHat System object

Package: vision

Top-hat filtering on image

Description

The MorphologicalTopHat object performs top-hat filtering on an intensity or binary image. Top-hat filtering is the equivalent of subtracting the result of performing a morphological opening operation on the input image from the input image itself. This top–hat filtering object uses flat structuring elements only.

Construction

H = vision.MorphologicalTopHat returns a top–hat filtering object, H, that performs top-hat filtering on an intensity or binary image using a predefined neighborhood or structuring element.

H = vision.MorphologicalTopHat(Name,Value) returns a top-hat filtering object, H, with each property set to the specified value. You can specify additional name-value pair arguments in any order as (Name1, Value1,...,NameN,ValueN).

Code Generation Support
Supports MATLAB® Function block: Yes
System Objects in MATLAB Code Generation.
Code Generation Support, Usage Notes, and Limitations.

Properties

ImageType

Specify type of input image or video stream

Specify the type of input image or video stream as Intensity or Binary. The default is Intensity.

NeighborhoodSource

Source of neighborhood values

Specify how to enter neighborhood or structuring element values as Property or Input port. If set to Property, use the Neighborhood property to specify the neighborhood or structuring element values. Otherwise, specify the neighborhood using an input to the step method. Note that structuring elements can only be specified using the Neighborhood property. You cannot use the structuring elements as an input to the step method. The default is Property.

Neighborhood

Neighborhood or structuring element values

This property applies only when you set the NeighborhoodSource property to Property. If specifying a neighborhood, this property must be a matrix or vector of 1s and 0s. If specifying a structuring element, use the strel function. The default is strel('square',4).

Methods

cloneCreate morphological top hat filter with same property values
getNumInputsNumber of expected inputs to step method
getNumOutputsNumber of outputs from step method
isLockedLocked status for input attributes and non-tunable properties
release Allow property value and input characteristics changes
stepPerform top-hat filtering on input image

Examples

Perform top-hat filtering to correct uneven illumination.

 I = im2single(imread('rice.png'));
 htop = vision.MorphologicalTopHat('Neighborhood',strel('disk', 12));
 
% Improve contrast of output image
 		hc = vision.ContrastAdjuster;  J = step(htop,I);
		J = step(hc,J);
		figure;

 subplot(1,2,1),imshow(I); title('Original image');
 subplot(1,2,2),imshow(J); 
 title('Top-hat filtered image'); 

Algorithms

This object implements the algorithm, inputs, and outputs described on the Top-hat block reference page. The object properties correspond to the block parameters.

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