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ROI-Based Processing

Define and operate on regions of interest (ROI)

A region of interest (ROI) is a portion of an image that you want to filter or operate on in some way. You can represent an ROI as a binary mask image. In the mask image, pixels that belong to the ROI are set to 1 and pixels outside the ROI are set to 0. The toolbox offers several options to specify ROIs and create binary masks.

The toolbox supports a set of objects that you can use to create ROIs of many shapes, such circles, ellipses, polygons, rectangles, and hand-drawn shapes. After you create the objects, you can modify their shape, position, appearance, and behavior. For more information about the ROI shapes, see Create ROI Shapes.

Functions

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AssistedFreehandAssisted freehand region of interest
CircleCircular region of interest
CrosshairCrosshair region of interest
CuboidCuboidal region of interest
EllipseElliptical region of interest
FreehandFreehand region of interest
LineLine region of interest
PointPoint region of interest
PolygonPolygonal region of interest
PolylinePolyline region of interest
RectangleRectangular region of interest
drawassistedCreate customizable freehand ROI with assistance from object edges
drawcircleCreate customizable circular ROI
drawcrosshairCreate customizable crosshair ROI
drawcuboidCreate customizable cuboidal ROI
drawellipseCreate customizable elliptical ROI
drawfreehandCreate customizable freehand ROI
drawlineCreate customizable linear ROI
drawpointCreate customizable point ROI
drawpolygonCreate customizable polygonal ROI
drawpolylineCreate customizable polyline ROI
drawrectangleCreate customizable rectangular ROI
drawBegin drawing ROI interactively
reduceReduce density of points in ROI
beginDrawingFromPointBegin drawing ROI from specified point
inROIQuery if points are located in ROI
bringToFrontBring ROI to front of Axes stacking order
waitBlock MATLAB command line until ROI operation is finished
createMaskCreate binary mask image from ROI
roipolySpecify polygonal region of interest (ROI)
poly2maskConvert region of interest (ROI) polygon to region mask
regionfillFill in specified regions in image using inward interpolation
inpaintCoherentRestore specific image regions using coherence transport based image inpainting
inpaintExemplarRestore specific image regions using exemplar-based image inpainting
roicolorSelect region of interest (ROI) based on color
roifilt2Filter region of interest (ROI) in image
reducepolyReduce density of points in ROI using Ramer–Douglas–Peucker algorithm

Topics

Specify ROIs

Specify ROI as Binary Mask

You can create a binary mask by selecting pixels based on intensity values or position, or by using binary segmentation techniques.

Create ROI Shapes

ROI objects represent ROIs as geometric and hand-drawn shapes.

Create Binary Mask Using an ROI Function

This example shows to create a binary mask using one of the ROI creation functions, such as drawcircle, with the mask creation function createMask.

Filter ROIs

Overview of ROI Filtering

To filter a region of interest (ROI), first define a mask to separate the ROI from the background, then apply the filter to the ROI only.

Sharpen Region of Interest in an Image

This example shows how to use masked filtering to increase the sharpness of a specific region of interest.

Apply Custom Filter to Region of Interest in Image

This example shows how to define your own function and mask to filter a region of interest.

Fill Region of Interest in an Image

The process of filling a region of interest involves replacing all pixels in the region by interpolating inward from the boundary of the region.

Create Interactive ROIs Using Events and Callback Functions

Subsample or Simplify a Freehand ROI

This example shows how to subsample or reduce the number of points in a Freehand ROI object.

Rotate Image Interactively Using Rectangle ROI

This example shows how to rotate an image by using a Rectangle ROI with a callback function that calls imrotate when you move the ROI.

Use Polyline to Create Angle Measurement Tool

This example shows how to create an interactive tool that displays the angle between three vertices in a polyline ROI.

Measure Distances in an Image

This example shows how to use line ROIs to measure distances in an image.

Use Wait Function After Drawing ROI

This example shows how to define a custom wait function that blocks the MATLAB® command line until you finish positioning a rectangle.

Featured Examples