boofcv.factory.segmentation

Class FactoryImageSegmentation

java.lang.Object

boofcv.factory.segmentation.FactoryImageSegmentation

public class FactoryImageSegmentation
extends java.lang.Object

Factory for ImageSuperpixels algorithms, which are used to segment the image into super pixels.

Constructor Summary

Constructors

Constructor and Description
FactoryImageSegmentation()

Method Summary

Modifier and Type	Method and Description
static <T extends ImageBase> ImageSuperpixels<T>	fh04(ConfigFh04 config, ImageType<T> imageType) Creates a new instance of SegmentFelzenszwalbHuttenlocher04 which is in a wrapper for ImageSuperpixels.
static <T extends ImageBase> ImageSuperpixels<T>	meanShift(ConfigSegmentMeanShift config, ImageType<T> imageType) Creates a new instance of SegmentMeanShift which is in a wrapper for ImageSuperpixels.
static <T extends ImageBase> ImageSuperpixels<T>	slic(ConfigSlic config, ImageType<T> imageType) Creates a new instance of SegmentSlic which is in a wrapper for ImageSuperpixels.
static <T extends ImageBase> ImageSuperpixels<T>	watershed(ConfigWatershed config, ImageType<T> imageType) Creates an instance of WatershedVincentSoille1991.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

FactoryImageSegmentation

public FactoryImageSegmentation()

Method Detail

meanShift

public static <T extends ImageBase> ImageSuperpixels<T> meanShift(ConfigSegmentMeanShift config,
                                                                  ImageType<T> imageType)

Creates a new instance of SegmentMeanShift which is in a wrapper for ImageSuperpixels.

Type Parameters:

T - Image type

Parameters:

config - Configuration. If null then defaults are used.

imageType - Type of input image.

Returns:

new instance of ImageSuperpixels

See Also:

SegmentMeanShift

slic

public static <T extends ImageBase> ImageSuperpixels<T> slic(ConfigSlic config,
                                                             ImageType<T> imageType)

Creates a new instance of SegmentSlic which is in a wrapper for ImageSuperpixels.

Type Parameters:

T - Image type

Parameters:

config - Configuration.

imageType - Type of input image.

Returns:

new instance of ImageSuperpixels

See Also:

SegmentSlic

fh04

public static <T extends ImageBase> ImageSuperpixels<T> fh04(ConfigFh04 config,
                                                             ImageType<T> imageType)

Creates a new instance of SegmentFelzenszwalbHuttenlocher04 which is in a wrapper for ImageSuperpixels.

Type Parameters:

T - Image type

Parameters:

config - Configuration. If null defaults are used.

imageType - Type of input image.

Returns:

new instance of ImageSuperpixels

See Also:

SegmentFelzenszwalbHuttenlocher04

watershed

public static <T extends ImageBase> ImageSuperpixels<T> watershed(ConfigWatershed config,
                                                                  ImageType<T> imageType)

Creates an instance of WatershedVincentSoille1991. Watershed works better when initial seeds are provided. In this adaptation of watershed to ImageSuperpixels only the more basic algorithm is used where each local minima is a region, which causes over segmentation. Watershed also only can process gray scale U8 images. All other image types are converted into that format.

Type Parameters:

T - Image type

Parameters:

config - Configuration. If null default is used.

Returns:

new instance of ImageSuperpixels

See Also:

WatershedVincentSoille1991