Class/Object

scalismo.statisticalmodel.asm

GaussianGradientImagePreprocessor

Related Docs: object GaussianGradientImagePreprocessor | package asm

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case class GaussianGradientImagePreprocessor(stddev: Float, ioMetadata: IOMetadata = ...) extends ImagePreprocessor with Product with Serializable

Image preprocessor that calculates a gradient image from the input image. The following steps are performed:

1. The image is filtered using a Gaussian filter. The sigma parameter used for the filter is passed through from stddev. If stddev is 0, then no blurring is performed. 2. The resulting image is interpolated (using B-Spline interpolation of order 1). 3. The resulting image is differentiated to produce a gradient image.

stddev

the standard deviation (in millimeters) to use for the gaussian blur filter. Set to 0 to disable blurring.

ioMetadata

IO Metadata

Linear Supertypes
Serializable, Serializable, Product, Equals, ImagePreprocessor, HasIOMetadata, (DiscreteScalarImage[_3D, Float]) ⇒ PreprocessedImage, AnyRef, Any
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Inherited
  1. GaussianGradientImagePreprocessor
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ImagePreprocessor
  7. HasIOMetadata
  8. Function1
  9. AnyRef
  10. Any
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Visibility
  1. Public
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Instance Constructors

  1. new GaussianGradientImagePreprocessor(stddev: Float, ioMetadata: IOMetadata = ...)

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    stddev

    the standard deviation (in millimeters) to use for the gaussian blur filter. Set to 0 to disable blurring.

    ioMetadata

    IO Metadata

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. def andThen[A](g: (PreprocessedImage) ⇒ A): (DiscreteScalarImage[_3D, Float]) ⇒ A

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    Definition Classes
    Function1
    Annotations
    @unspecialized()

  5. def apply(inputImage: DiscreteScalarImage[_3D, Float]): PreprocessedImage

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    Definition Classes
    GaussianGradientImagePreprocessor → Function1

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def compose[A](g: (A) ⇒ DiscreteScalarImage[_3D, Float]): (A) ⇒ PreprocessedImage

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    Definition Classes
    Function1
    Annotations
    @unspecialized()

  9. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  10. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  12. val ioMetadata: IOMetadata

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    IO Metadata

    IO Metadata

    Definition Classes
    GaussianGradientImagePreprocessor → HasIOMetadata

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  17. val stddev: Float

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    the standard deviation (in millimeters) to use for the gaussian blur filter.

    the standard deviation (in millimeters) to use for the gaussian blur filter. Set to 0 to disable blurring.

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

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    Definition Classes
    AnyRef

  19. def toString(): String

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    Definition Classes
    Function1 → AnyRef → Any

  20. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  22. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ImagePreprocessor

Inherited from HasIOMetadata

Inherited from (DiscreteScalarImage[_3D, Float]) ⇒ PreprocessedImage

Inherited from AnyRef

Inherited from Any

Ungrouped