/**
* Creates an instance of {@link WatershedVincentSoille1991}. Watershed works better when initial
* seeds are provided. In this adaptation of watershed to {@link ImageSegmentation} 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.
*
* @see WatershedVincentSoille1991
* @param config Configuration. If null default is used.
* @param <T>
* @return
*/
public static <T extends ImageBase> ImageSegmentation<T> watershed(ConfigWatershed config) {
if (config == null) config = new ConfigWatershed();
WatershedVincentSoille1991 watershed = FactorySegmentationAlg.watershed(config.connectRule);
return new Watershed_to_ImageSegmentation<T>(
watershed, config.minimumRegionSize, config.connectRule);
}
public static <T extends ImageBase> ImageSegmentation<T> fh04(
ConfigFh04 config, ImageType<T> imageType) {
if (config == null) config = new ConfigFh04();
SegmentFelzenszwalbHuttenlocher04<T> fh = FactorySegmentationAlg.fh04(config, imageType);
return new Fh04_to_ImageSegmentation<T>(fh, config.connectRule);
}
public static <T extends ImageBase> ImageSegmentation<T> meanShift(
ConfigSegmentMeanShift config, ImageType<T> imageType) {
if (config == null) config = new ConfigSegmentMeanShift();
SegmentMeanShift<T> ms = FactorySegmentationAlg.meanShift(config, imageType);
return new MeanShift_to_ImageSegmentation<T>(ms, config.connectRule);
}
public static <T extends ImageBase> ImageSegmentation<T> slic(
ConfigSlic config, ImageType<T> imageType) {
SegmentSlic<T> ms = FactorySegmentationAlg.slic(config, imageType);
return new Slic_to_ImageSegmentation<T>(ms);
}
