public class DetectionUtils extends Object
Constructor and Description |
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DetectionUtils() |
Modifier and Type | Method and Description |
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static <R extends RealType<R> & NativeType<R>> |
applyMedianFilter(RandomAccessibleInterval<R> image)
Apply a simple 3x3 median filter to the target image.
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static <T extends RealType<T>> |
copyToFloatImg(RandomAccessible<T> img,
Interval interval,
ImgFactory<FloatType> factory)
Copy an interval of the specified source image on a float image.
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static Img<FloatType> |
createLoGKernel(double radius,
int nDims,
double[] calibration)
Creates a laplacian of gaussian (LoG) kernel tuned for blobs with a
radius specified using calibrated units.
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static List<Spot> |
findLocalMaxima(RandomAccessibleInterval<FloatType> source,
double threshold,
double[] calibration,
double radius,
boolean doSubPixelLocalization,
int numThreads) |
static boolean |
is2D(ij.ImagePlus imp) |
static boolean |
is2D(ImgPlus<?> img)
Returns
true if the specified image is 2D. |
static <T extends Type<T>> |
prepareFrameImg(ImgPlus<T> img,
int channel,
int frame)
Return a view of the specified input image, at the specified channel
(0-based) and the specified frame (0-based too).
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static void |
preview(Model model,
Settings settings,
SpotDetectorFactoryBase<?> detectorFactory,
Map<String,Object> detectorSettings,
int frame,
Logger logger,
Consumer<Boolean> buttonEnabler)
Preview a detection results.
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static Interval |
squeeze(Interval interval)
Returns a new
Interval , built by squeezing out singleton
dimensions from the specified interval. |
public static final void preview(Model model, Settings settings, SpotDetectorFactoryBase<?> detectorFactory, Map<String,Object> detectorSettings, int frame, Logger logger, Consumer<Boolean> buttonEnabler)
This method returns immediately and execute the detection in a separate thread. It executes the detection in one frame only and writes the results in the specified model object.
model
- the model to write detection results in.settings
- the settings to use for the image input and the ROI input.detectorFactory
- the detector factory to use for detection.detectorSettings
- the settings for the detection, specific to the detector
factory/frame
- the frame (0-based) to execute the detection in.logger
- a logger to write results and error messages to.buttonEnabler
- a consumer that will receive false
at the
beginning of the preview, and true
at its end.
Can be used to disable GUI elements.public static final boolean is2D(ImgPlus<?> img)
true
if the specified image is 2D. It can have
multiple channels and multiple time-points; this method only looks at
whether several Z-slices can be found.img
- the image.true
if the image is 2D, regardless of time and
channel.public static final boolean is2D(ij.ImagePlus imp)
public static final Img<FloatType> createLoGKernel(double radius, int nDims, double[] calibration)
radius
- the blob radius (in image unit).nDims
- the dimensionality of the desired kernel. Must be 1, 2 or 3.calibration
- the pixel sizes, specified as double[]
array.public static final <T extends RealType<T>> Img<FloatType> copyToFloatImg(RandomAccessible<T> img, Interval interval, ImgFactory<FloatType> factory)
img
- the source image.interval
- the interval in the source image to copy.factory
- a factory used to build the float image.public static final Interval squeeze(Interval interval)
Interval
, built by squeezing out singleton
dimensions from the specified interval.interval
- the interval to squeeze.public static final <R extends RealType<R> & NativeType<R>> Img<R> applyMedianFilter(RandomAccessibleInterval<R> image)
public static final List<Spot> findLocalMaxima(RandomAccessibleInterval<FloatType> source, double threshold, double[] calibration, double radius, boolean doSubPixelLocalization, int numThreads)
public static final <T extends Type<T>> RandomAccessibleInterval<T> prepareFrameImg(ImgPlus<T> img, int channel, int frame)
T
- the type of the input image.img
- the input image.channel
- the channel to extract.frame
- the frame to extract.Copyright © 2015–2021 Fiji. All rights reserved.