LabeledIndependentPixelEvaluator

evaluate each pixel independently, uses alpha channel to determine between foreground, background and label to destinguish between face and occlusion/non-face.

The face region is labeled as 1 (according to the following publication)

This evaluator is an implementation of Equation 2, 4, 5 and 7 of: 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

DistributionEvaluator[LabeledPixelImage[RGBA]], AnyRef, Any

Instance Constructors

new LabeledIndependentPixelEvaluator(reference: PixelImage[RGBA], pixelEvaluator: PairEvaluator[RGB], bgEvaluator: DistributionEvaluator[RGB])

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
final def asInstanceOf[T0]: T0

Definition Classes
Any
val bgEvaluator: DistributionEvaluator[RGB]
def clone(): AnyRef

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

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

Definition Classes
AnyRef → Any
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
def logValue(sample: LabeledPixelImage[RGBA]): Double

Definition Classes
LabeledIndependentPixelEvaluator → DistributionEvaluator
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

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

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
val pixelEvaluator: PairEvaluator[RGB]
val reference: PixelImage[RGBA]
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
LabeledIndependentPixelEvaluator → AnyRef → Any
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 Docs: object LabeledIndependentPixelEvaluator | package evaluators

class LabeledIndependentPixelEvaluator extends DistributionEvaluator[LabeledPixelImage[RGBA]]

Instance Constructors

new LabeledIndependentPixelEvaluator(reference: PixelImage[RGBA], pixelEvaluator: PairEvaluator[RGB], bgEvaluator: DistributionEvaluator[RGB])

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

val bgEvaluator: DistributionEvaluator[RGB]

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

def logValue(sample: LabeledPixelImage[RGBA]): Double

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val pixelEvaluator: PairEvaluator[RGB]

val reference: PixelImage[RGBA]

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

def toString(): String

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 DistributionEvaluator[LabeledPixelImage[RGBA]]

Inherited from AnyRef

Inherited from Any

Ungrouped