Class

scalismo.faces.sampling.face.proposals.SphericalHarmonicsLightProposals

RobustSHLightSolverProposalWithLabel

Related Doc: package SphericalHarmonicsLightProposals

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case class RobustSHLightSolverProposalWithLabel(modelRenderer: ParametricImageRenderer[RGBA] with ParametricModel, shOpt: SphericalHarmonicsOptimizer, target: PixelImage[RGBA], pixelEvaluator: PairEvaluator[RGB] = ..., nSamples: Int = 30, sigmaThreshold: Double = 2, percentage: Double = 0.4, iterations: Int = 500, nSamplesIllumination: Int = 1000)(implicit rnd: Random) extends ProposalGenerator[(RenderParameter, PixelImage[Int])] with TransitionProbability[(RenderParameter, PixelImage[Int])] with Product with Serializable

This proposal performs RANSAC to try to estimate illumination excluding outliers/occlusions The face model is used as appearance prior

The procedure is explained in: Occlusion-aware 3D Morphable Face Models, Bernhard Egger, Andreas Schneider, Clemens Blumer, Andreas Morel-Forster, Sandro Schönborn, Thomas Vetter IN: British Machine Vision Conference (BMVC), September 2016 https://dx.doi.org/10.5244/C.30.64

Linear Supertypes
Serializable, Serializable, Product, Equals, TransitionProbability[(RenderParameter, PixelImage[Int])], TransitionRatio[(RenderParameter, PixelImage[Int])], ProposalGenerator[(RenderParameter, PixelImage[Int])], AnyRef, Any
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Inherited
  1. RobustSHLightSolverProposalWithLabel
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. TransitionProbability
  7. TransitionRatio
  8. ProposalGenerator
  9. AnyRef
  10. Any
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Visibility
  1. Public
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Instance Constructors

  1. new RobustSHLightSolverProposalWithLabel(modelRenderer: ParametricImageRenderer[RGBA] with ParametricModel, shOpt: SphericalHarmonicsOptimizer, target: PixelImage[RGBA], pixelEvaluator: PairEvaluator[RGB] = ..., nSamples: Int = 30, sigmaThreshold: Double = 2, percentage: Double = 0.4, iterations: Int = 500, nSamplesIllumination: Int = 1000)(implicit rnd: Random)

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Value Members

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

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    AnyRef → Any

  2. final def ##(): Int

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    AnyRef → Any

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

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    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

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

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    AnyRef

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

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    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  8. final def isInstanceOf[T0]: Boolean

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    Any

  9. val iterations: Int

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  10. def logTransitionProbability(from: (RenderParameter, PixelImage[Int]), to: (RenderParameter, PixelImage[Int])): Double

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    Definition Classes
    RobustSHLightSolverProposalWithLabel → TransitionProbability

  11. def logTransitionRatio(from: (RenderParameter, PixelImage[Int]), to: (RenderParameter, PixelImage[Int])): Double

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    Definition Classes
    TransitionProbability → TransitionRatio

  12. val modelRenderer: ParametricImageRenderer[RGBA] with ParametricModel

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  13. val nSamples: Int

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  14. val nSamplesIllumination: Int

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

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    AnyRef

  16. val normalizer: Double

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  17. final def notify(): Unit

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    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  18. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  19. val percentage: Double

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  20. val pixelEvaluator: PairEvaluator[RGB]

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  21. def propose(current: (RenderParameter, PixelImage[Int])): (RenderParameter, PixelImage[Int])

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    Definition Classes
    RobustSHLightSolverProposalWithLabel → ProposalGenerator

  22. val shOpt: SphericalHarmonicsOptimizer

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  23. val sigmaThreshold: Double

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

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    Definition Classes
    AnyRef

  25. val target: PixelImage[RGBA]

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  26. val threshold: Double

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  27. def toString(): String

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    Definition Classes
    RobustSHLightSolverProposalWithLabel → AnyRef → Any

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

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    Annotations
    @throws( ... )

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

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    @throws( ... )

  30. final def wait(): Unit

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    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit

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    protected[java.lang]
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    @Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from TransitionProbability[(RenderParameter, PixelImage[Int])]

Inherited from TransitionRatio[(RenderParameter, PixelImage[Int])]

Inherited from ProposalGenerator[(RenderParameter, PixelImage[Int])]

Inherited from AnyRef

Inherited from Any

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