LoopyBPSegmentation

Type Members

type BinaryLabelDistribution = PixelImage[(Label, Label) ⇒ Double]

binary distribution, local information
final case class Label(value: Int) extends AnyVal with Product with Serializable

the segmentation label
case class LabelDistribution(values: IndexedSeq[Double]) extends Product with Serializable
case class LogLabelDistribution(values: IndexedSeq[Double]) extends Product with Serializable
type LogRegionTypeDistribution = LogLabelDistribution
type RegionTypeDistribution = LabelDistribution

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
object LabelDistribution extends Serializable
object LogLabelDistribution extends Serializable
final def asInstanceOf[T0]: T0

Definition Classes
Any
def binDistribution(pEqual: Double, numLabels: Int, width: Int, height: Int): BinaryLabelDistribution
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate() @throws( ... )
def colorMapImage(labelImage: PixelImage[LabelDistribution]): PixelImage[RGB]
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def estimateColorDistributions(image: PixelImage[RGB], labelDistribution: PixelImage[LabelDistribution]): IndexedSeq[ColorDistribution]
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@HotSpotIntrinsicCandidate()
def hashCode(): Int

Definition Classes
AnyRef → Any
Annotations
@HotSpotIntrinsicCandidate()
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
final def notifyAll(): Unit

Definition Classes
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Annotations
@HotSpotIntrinsicCandidate()
def segmentImage(image: PixelImage[RGB], labelInit: PixelImage[Option[Label]], binaryDistribution: PixelImage[(Label, Label) ⇒ Double], numLabels: Int, numIterations: Int, gui: Boolean = false)(implicit rnd: Random): PixelImage[LabelDistribution]

MRF segmentation with Loopy Belief Propagation Builds simple Gaussian color models for each label iteratively
MRF segmentation with Loopy Belief Propagation Builds simple Gaussian color models for each label iteratively
image
image to segment
labelInit
initial label where known
numLabels
number of labels in use
def segmentImageFromProb(image: PixelImage[RGB], labelInit: PixelImage[Label], bgProb: PixelImage[Double], fgProb: PixelImage[Double], binaryDistribution: PixelImage[(Label, Label) ⇒ Double], numLabels: Int, numIterations: Int, gui: Boolean = false)(implicit rnd: Random): PixelImage[LabelDistribution]
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
def visRGBSegImage(labelImage: PixelImage[LabelDistribution]): PixelImage[RGB]
def visSampleImage(labelImage: PixelImage[LabelDistribution], colorDists: IndexedSeq[ColorDistribution])(implicit rnd: Random): PixelImage[RGB]
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Deprecated Value Members

def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
Deprecated
(Since version ) see corresponding Javadoc for more information.

Related Doc: package segmentation

object LoopyBPSegmentation

Type Members

type BinaryLabelDistribution = PixelImage[(Label, Label) ⇒ Double]

final case class Label(value: Int) extends AnyVal with Product with Serializable

case class LabelDistribution(values: IndexedSeq[Double]) extends Product with Serializable

case class LogLabelDistribution(values: IndexedSeq[Double]) extends Product with Serializable

type LogRegionTypeDistribution = LogLabelDistribution

type RegionTypeDistribution = LabelDistribution

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

object LabelDistribution extends Serializable

object LogLabelDistribution extends Serializable

final def asInstanceOf[T0]: T0

def binDistribution(pEqual: Double, numLabels: Int, width: Int, height: Int): BinaryLabelDistribution

def clone(): AnyRef

def colorMapImage(labelImage: PixelImage[LabelDistribution]): PixelImage[RGB]

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def estimateColorDistributions(image: PixelImage[RGB], labelDistribution: PixelImage[LabelDistribution]): IndexedSeq[ColorDistribution]

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def segmentImage(image: PixelImage[RGB], labelInit: PixelImage[Option[Label]], binaryDistribution: PixelImage[(Label, Label) ⇒ Double], numLabels: Int, numIterations: Int, gui: Boolean = false)(implicit rnd: Random): PixelImage[LabelDistribution]

final def synchronized[T0](arg0: ⇒ T0): T0

def toString(): String

def visRGBSegImage(labelImage: PixelImage[LabelDistribution]): PixelImage[RGB]

def visSampleImage(labelImage: PixelImage[LabelDistribution], colorDists: IndexedSeq[ColorDistribution])(implicit rnd: Random): PixelImage[RGB]

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

final def wait(): Unit

Deprecated Value Members

def finalize(): Unit

Inherited from AnyRef

Inherited from Any

Ungrouped