public class MPSImageLaplacianPyramid extends MPSImagePyramid
Laplacian pyramid levels are constructed as difference between the current source level and 2x interpolated version of the half-resolution source level immediately above it.
LaplacianMipLevel[l] := GaussianMipLevel[l] – Interpolate(GaussianMipLevel[l + 1])
The Interpolate function is the classical 2x signal interpolation procedure applied to all color channels of the source mip-level in both dimensions. It is logically equivalent to the following two-step process : 1) Zero-stuffing (sometimes called "upsampling"). It is the process of interleaving source pixel values with zero values: dst.at(x, y) := src.at(x, y) if even(x) and even(y) else 0 2) Filtering (sometimes called "interpolation"). It is the same procedure as implemented by the MPSImageConvolution class, using filter weights provided by the initializer methods inherited from MPSImagePyramid.
The source for Laplacian pyramid construction is typically produced by the Gaussian pyramid algorithm -- a closely related image processing technique, but the Laplacian pyramid construction itself makes no assumptions neither about the data stored in the source texture nor about the interpolation filter weights, so Gaussian pyramid is just a conventional name for the source texture.
Please refer to the classical "The Laplacian Pyramid as a Compact Image Code" whitepaper by Burt & Anderson, originally published in 532 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. COM-3l, NO. 4, APRIL 1983 for more detailed discussion.
Since the subtraction operation extends the value range of LaplacianMipLevelRaw relative to the value range of GaussianMipLevel (even for the case of normalized interpolation filter), in order to avoid unwanted range clamping when working with normalized texture types, laplacianBias and laplacianScale class properties specify point-wise linear mapping of the LaplacianMipLevelRaw result data into the value range of the destination texture : LaplacianRangeScale(pixel, laplacianBias, laplacianScale) := laplacianBias + pixel * laplacianScale, LaplacianMipLevelStored[j] := LaplacianRangeScale(LaplacianMipLevel[j], laplacianBias, laplacianScale), with the default values being laplacianBias = 0.0, laplacianScale = 1.0
Limitations of the current software revision : 1) In-place operation is not supported, e.g. source and destination textures need to have separate storage and can't be aliased. 2) The number of channels, bit depth and resolution of the source and destination textures need to match. 3) Values of the offset and clipRect properties are fixed to the defaults provided by MPSUnaryImageKernel (from which they are inherited), corresponding to no offset applied to the source and unbounded region of interest in every destination mip-level; all updates to these properties are ignored.
MPSUnaryImageKernel.Block_encodeToCommandBufferInPlaceTextureFallbackCopyAllocatorNSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret| Modifier | Constructor and Description |
|---|---|
protected |
MPSImageLaplacianPyramid(org.moe.natj.general.Pointer peer) |
| Modifier and Type | Method and Description |
|---|---|
boolean |
_supportsSecureCoding()
This property must return YES on all classes that allow secure coding.
|
static boolean |
accessInstanceVariablesDirectly() |
static MPSImageLaplacianPyramid |
alloc() |
static MPSImageLaplacianPyramid |
allocWithZone(org.moe.natj.general.ptr.VoidPtr zone) |
static boolean |
automaticallyNotifiesObserversForKey(java.lang.String key) |
static void |
cancelPreviousPerformRequestsWithTarget(java.lang.Object aTarget) |
static void |
cancelPreviousPerformRequestsWithTargetSelectorObject(java.lang.Object aTarget,
org.moe.natj.objc.SEL aSelector,
java.lang.Object anArgument) |
static NSArray<java.lang.String> |
classFallbacksForKeyedArchiver() |
static org.moe.natj.objc.Class |
classForKeyedUnarchiver() |
static java.lang.String |
debugDescription_static() |
static java.lang.String |
description_static() |
float |
getLaplacianBias() |
float |
getLaplacianScale() |
static long |
hash_static() |
MPSImageLaplacianPyramid |
init() |
MPSImageLaplacianPyramid |
initWithCoder(NSCoder aDecoder)
NS_DESIGNATED_INITIALIZER
|
MPSImageLaplacianPyramid |
initWithCoderDevice(NSCoder aDecoder,
java.lang.Object device)
NSSecureCoding compatability
|
MPSImageLaplacianPyramid |
initWithDevice(java.lang.Object device)
Initialize a downwards 5-tap image pyramid with the default filter kernel and device
|
MPSImageLaplacianPyramid |
initWithDeviceCenterWeight(MTLDevice device,
float centerWeight)
Initialize a downwards 5-tap image pyramid with a central weight parameter and device
|
MPSImageLaplacianPyramid |
initWithDeviceKernelWidthKernelHeightWeights(MTLDevice device,
long kernelWidth,
long kernelHeight,
org.moe.natj.general.ptr.ConstFloatPtr kernelWeights)
Initialize a downwards n-tap pyramid with a custom filter kernel and device
|
static NSObject.Function_instanceMethodForSelector_ret |
instanceMethodForSelector(org.moe.natj.objc.SEL aSelector) |
static NSMethodSignature |
instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector) |
static boolean |
instancesRespondToSelector(org.moe.natj.objc.SEL aSelector) |
static boolean |
isSubclassOfClass(org.moe.natj.objc.Class aClass) |
static NSSet<java.lang.String> |
keyPathsForValuesAffectingValueForKey(java.lang.String key) |
static MPSImageLaplacianPyramid |
new_objc() |
static boolean |
resolveClassMethod(org.moe.natj.objc.SEL sel) |
static boolean |
resolveInstanceMethod(org.moe.natj.objc.SEL sel) |
void |
setLaplacianBias(float value) |
void |
setLaplacianScale(float value) |
static void |
setVersion_static(long aVersion) |
static org.moe.natj.objc.Class |
superclass_static() |
static boolean |
supportsSecureCoding() |
static long |
version_static() |
kernelHeight, kernelWidthclipRect, edgeMode, encodeToCommandBufferInPlaceTextureFallbackCopyAllocator, encodeToCommandBufferSourceImageDestinationImage, encodeToCommandBufferSourceTextureDestinationTexture, offset, setClipRect, setEdgeMode, setOffset, sourceRegionForDestinationSizecopyWithZone, copyWithZoneDevice, device, encodeWithCoder, label, options, setLabel, setOptionsaccessibilityActivate, accessibilityActivationPoint, accessibilityAssistiveTechnologyFocusedIdentifiers, accessibilityAttributedHint, accessibilityAttributedLabel, accessibilityAttributedUserInputLabels, accessibilityAttributedValue, accessibilityContainerType, accessibilityCustomActions, accessibilityCustomRotors, accessibilityDecrement, accessibilityDragSourceDescriptors, accessibilityDropPointDescriptors, accessibilityElementAtIndex, accessibilityElementCount, accessibilityElementDidBecomeFocused, accessibilityElementDidLoseFocus, accessibilityElementIsFocused, accessibilityElements, accessibilityElementsHidden, accessibilityFrame, accessibilityHint, accessibilityIncrement, accessibilityLabel, accessibilityLanguage, accessibilityNavigationStyle, accessibilityPath, accessibilityPerformEscape, accessibilityPerformMagicTap, accessibilityRespondsToUserInteraction, accessibilityScroll, accessibilityTextualContext, accessibilityTraits, accessibilityUserInputLabels, accessibilityValue, accessibilityViewIsModal, addObserverForKeyPathOptionsContext, attemptRecoveryFromErrorOptionIndex, attemptRecoveryFromErrorOptionIndexDelegateDidRecoverSelectorContextInfo, autoContentAccessingProxy, awakeAfterUsingCoder, awakeFromNib, class_objc, classForCoder, classForKeyedArchiver, copy, dealloc, debugDescription, description, dictionaryWithValuesForKeys, didChangeValueForKey, didChangeValueForKeyWithSetMutationUsingObjects, didChangeValuesAtIndexesForKey, doesNotRecognizeSelector, fileManagerShouldProceedAfterError, fileManagerWillProcessPath, finalize_objc, forwardingTargetForSelector, forwardInvocation, hash, indexOfAccessibilityElement, isAccessibilityElement, isEqual, isKindOfClass, isMemberOfClass, isProxy, methodForSelector, methodSignatureForSelector, mutableArrayValueForKey, mutableArrayValueForKeyPath, mutableCopy, mutableOrderedSetValueForKey, mutableOrderedSetValueForKeyPath, mutableSetValueForKey, mutableSetValueForKeyPath, observationInfo, observeValueForKeyPathOfObjectChangeContext, performSelector, performSelectorInBackgroundWithObject, performSelectorOnMainThreadWithObjectWaitUntilDone, performSelectorOnMainThreadWithObjectWaitUntilDoneModes, performSelectorOnThreadWithObjectWaitUntilDone, performSelectorOnThreadWithObjectWaitUntilDoneModes, performSelectorWithObject, performSelectorWithObjectAfterDelay, performSelectorWithObjectAfterDelayInModes, performSelectorWithObjectWithObject, prepareForInterfaceBuilder, provideImageDataBytesPerRowOrigin_Size_UserInfo, removeObserverForKeyPath, removeObserverForKeyPathContext, replacementObjectForCoder, replacementObjectForKeyedArchiver, respondsToSelector, self, setAccessibilityActivationPoint, setAccessibilityAttributedHint, setAccessibilityAttributedLabel, setAccessibilityAttributedUserInputLabels, setAccessibilityAttributedValue, setAccessibilityContainerType, setAccessibilityCustomActions, setAccessibilityCustomRotors, setAccessibilityDragSourceDescriptors, setAccessibilityDropPointDescriptors, setAccessibilityElements, setAccessibilityElementsHidden, setAccessibilityFrame, setAccessibilityHint, setAccessibilityLabel, setAccessibilityLanguage, setAccessibilityNavigationStyle, setAccessibilityPath, setAccessibilityRespondsToUserInteraction, setAccessibilityTextualContext, setAccessibilityTraits, setAccessibilityUserInputLabels, setAccessibilityValue, setAccessibilityViewIsModal, setIsAccessibilityElement, setNilValueForKey, setObservationInfo, setShouldGroupAccessibilityChildren, setValueForKey, setValueForKeyPath, setValueForUndefinedKey, setValuesForKeysWithDictionary, shouldGroupAccessibilityChildren, superclass, validateValueForKeyError, validateValueForKeyPathError, valueForKey, valueForKeyPath, valueForUndefinedKey, willChangeValueForKey, willChangeValueForKeyWithSetMutationUsingObjects, willChangeValuesAtIndexesForKeyprotected MPSImageLaplacianPyramid(org.moe.natj.general.Pointer peer)
public static boolean accessInstanceVariablesDirectly()
public static MPSImageLaplacianPyramid alloc()
public static MPSImageLaplacianPyramid allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)
public static boolean automaticallyNotifiesObserversForKey(java.lang.String key)
public static void cancelPreviousPerformRequestsWithTarget(java.lang.Object aTarget)
public static void cancelPreviousPerformRequestsWithTargetSelectorObject(java.lang.Object aTarget,
org.moe.natj.objc.SEL aSelector,
java.lang.Object anArgument)
public static NSArray<java.lang.String> classFallbacksForKeyedArchiver()
public static org.moe.natj.objc.Class classForKeyedUnarchiver()
public static java.lang.String debugDescription_static()
public static java.lang.String description_static()
public float getLaplacianBias()
public float getLaplacianScale()
public static long hash_static()
public MPSImageLaplacianPyramid init()
init in class MPSImagePyramidpublic MPSImageLaplacianPyramid initWithCoder(NSCoder aDecoder)
NSCodinginitWithCoder in interface NSCodinginitWithCoder in class MPSImagePyramidpublic MPSImageLaplacianPyramid initWithCoderDevice(NSCoder aDecoder, java.lang.Object device)
MPSImagePyramidSee @ref MPSKernel#initWithCoder.
initWithCoderDevice in class MPSImagePyramidaDecoder - The NSCoder subclass with your serialized MPSCNNPoolingdevice - The MTLDevice on which to make the MPSCNNPoolingpublic MPSImageLaplacianPyramid initWithDevice(java.lang.Object device)
MPSImagePyramidThe filter kernel is the outer product of w = [ 1/16, 1/4, 3/8, 1/4, 1/16 ]^T, with itself
initWithDevice in class MPSImagePyramiddevice - The device the filter will run onpublic MPSImageLaplacianPyramid initWithDeviceCenterWeight(MTLDevice device, float centerWeight)
MPSImagePyramidinitWithDeviceCenterWeight in class MPSImagePyramiddevice - The device the filter will run oncenterWeight - Defines form of the filter-kernel through the outer product ww^T, where
w = [ (1/4 - a/2), 1/4, a, 1/4, (1/4 - a/2) ]^T and 'a' is centerWeight.public MPSImageLaplacianPyramid initWithDeviceKernelWidthKernelHeightWeights(MTLDevice device, long kernelWidth, long kernelHeight, org.moe.natj.general.ptr.ConstFloatPtr kernelWeights)
MPSImagePyramidinitWithDeviceKernelWidthKernelHeightWeights in class MPSImagePyramiddevice - The device the filter will run onkernelWidth - The width of the filtering kernel. See @ref MPSImageConvolution.kernelHeight - The height of the filtering kernel. See @ref MPSImageConvolution.kernelWeights - A pointer to an array of kernelWidth * kernelHeight values to be
used as the kernel.
These are in row major order. See @ref MPSImageConvolution.public static NSObject.Function_instanceMethodForSelector_ret instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)
public static NSMethodSignature instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)
public static boolean instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)
public static boolean isSubclassOfClass(org.moe.natj.objc.Class aClass)
public static NSSet<java.lang.String> keyPathsForValuesAffectingValueForKey(java.lang.String key)
public static MPSImageLaplacianPyramid new_objc()
public static boolean resolveClassMethod(org.moe.natj.objc.SEL sel)
public static boolean resolveInstanceMethod(org.moe.natj.objc.SEL sel)
public void setLaplacianBias(float value)
public void setLaplacianScale(float value)
public static void setVersion_static(long aVersion)
public static org.moe.natj.objc.Class superclass_static()
public static boolean supportsSecureCoding()
public boolean _supportsSecureCoding()
NSSecureCoding_supportsSecureCoding in interface NSSecureCoding_supportsSecureCoding in class MPSImagePyramidpublic static long version_static()