2016-07-27 20:28:38 +00:00
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//============================================================================
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// Copyright (c) Kitware, Inc.
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// All rights reserved.
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// See LICENSE.txt for details.
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// This software is distributed WITHOUT ANY WARRANTY; without even
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// the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
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// PURPOSE. See the above copyright notice for more information.
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//
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// Copyright 2014 Sandia Corporation.
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// Copyright 2014 UT-Battelle, LLC.
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// Copyright 2014 Los Alamos National Security.
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//
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// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
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// the U.S. Government retains certain rights in this software.
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//
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// Under the terms of Contract DE-AC52-06NA25396 with Los Alamos National
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// Laboratory (LANL), the U.S. Government retains certain rights in
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// this software.
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//============================================================================
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2016-08-11 21:24:48 +00:00
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2016-07-27 20:28:38 +00:00
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#ifndef vtk_m_worklet_wavelets_waveletdwt_h
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#define vtk_m_worklet_wavelets_waveletdwt_h
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#include <vtkm/worklet/wavelets/WaveletBase.h>
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#include <vtkm/worklet/wavelets/WaveletTransforms.h>
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#include <vtkm/cont/ArrayHandleConcatenate.h>
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#include <vtkm/cont/ArrayHandleCounting.h>
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#include <vtkm/cont/ArrayHandlePermutation.h>
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#include <vtkm/Math.h>
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2016-08-12 23:38:04 +00:00
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#include <vtkm/cont/Timer.h>
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2016-07-27 20:28:38 +00:00
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namespace vtkm {
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namespace worklet {
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namespace wavelets {
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class WaveletDWT : public WaveletBase
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{
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public:
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// Constructor
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2016-08-11 16:39:20 +00:00
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WaveletDWT( WaveletName name ) : WaveletBase( name ) {}
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2016-07-27 20:28:38 +00:00
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2016-08-23 23:52:40 +00:00
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typedef vtkm::Float64 FLOAT_64;
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2016-07-27 20:28:38 +00:00
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2016-08-30 00:20:49 +00:00
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// Func: Extend 2D signal on left and right sides
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2016-08-26 16:54:47 +00:00
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template< typename SigInArrayType, typename SigExtendedArrayType, typename DeviceTag >
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2016-09-02 00:47:50 +00:00
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vtkm::Id Extend2D(const SigInArrayType &sigIn, // Input
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vtkm::Id sigDimX,
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vtkm::Id sigDimY,
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SigExtendedArrayType &sigOut, // Output
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vtkm::Id addLen,
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vtkm::worklet::wavelets::DWTMode leftExtMethod,
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vtkm::worklet::wavelets::DWTMode rightExtMethod,
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bool attachZeroRightLeft,
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bool attachZeroRightRight,
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DeviceTag )
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{
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2016-08-26 16:54:47 +00:00
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// "right extension" can be attached a zero on either end, but not both ends.
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VTKM_ASSERT( !attachZeroRightRight || !attachZeroRightLeft );
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2016-08-30 00:20:49 +00:00
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const vtkm::Id extDimX = addLen;
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const vtkm::Id extDimY = sigDimY;
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2016-08-31 16:30:11 +00:00
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vtkm::Id outputDimX = 2 * extDimX + sigDimX;
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2016-08-30 00:20:49 +00:00
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if( attachZeroRightRight || attachZeroRightLeft )
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2016-09-01 22:58:20 +00:00
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outputDimX++;
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2016-08-31 16:30:11 +00:00
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const vtkm::Id outputDimY = sigDimY;
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2016-08-26 16:54:47 +00:00
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typedef typename SigInArrayType::ValueType ValueType;
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2016-09-05 22:53:44 +00:00
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typedef vtkm::cont::ArrayHandle< ValueType > ExtendArrayType;
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2016-08-29 19:51:09 +00:00
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2016-08-31 16:30:11 +00:00
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// Work on left extension, copy result to output
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2016-08-26 16:54:47 +00:00
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ExtendArrayType leftExtend;
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2016-08-26 20:51:23 +00:00
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leftExtend.PrepareForOutput( extDimX * extDimY, DeviceTag() );
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typedef vtkm::worklet::wavelets::LeftExtentionWorklet2D LeftWorkletType;
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2016-09-05 22:53:44 +00:00
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LeftWorkletType leftWorklet( extDimX, extDimY, sigDimX, sigDimY, leftExtMethod );
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2016-08-26 20:51:23 +00:00
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vtkm::worklet::DispatcherMapField< LeftWorkletType, DeviceTag >
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dispatcher( leftWorklet );
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dispatcher.Invoke( leftExtend, sigIn );
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2016-08-26 16:54:47 +00:00
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2016-08-26 20:51:23 +00:00
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// Work on right extension
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2016-08-30 00:20:49 +00:00
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typedef vtkm::worklet::wavelets::RightExtentionWorklet2D RightWorkletType;
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ExtendArrayType rightExtend;
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if( !attachZeroRightLeft ) // no attach zero, or only attach on RightRight
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{
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2016-08-31 16:30:11 +00:00
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vtkm::Id extDimXRight = extDimX;
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if( attachZeroRightRight )
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extDimXRight++;
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2016-08-26 16:54:47 +00:00
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// Allocate memory
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2016-08-30 00:20:49 +00:00
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rightExtend.PrepareForOutput( extDimXRight * extDimY, DeviceTag() );
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2016-09-05 22:53:44 +00:00
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RightWorkletType rightWorklet(extDimXRight, extDimY, sigDimX, sigDimY, rightExtMethod);
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2016-08-26 20:51:23 +00:00
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vtkm::worklet::DispatcherMapField< RightWorkletType, DeviceTag >
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dispatcher2( rightWorklet );
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dispatcher2.Invoke( rightExtend, sigIn );
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if( attachZeroRightRight )
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2016-08-30 00:20:49 +00:00
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WaveletBase::DeviceAssignZero2DColumn( rightExtend, extDimXRight, extDimY,
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extDimXRight-1, DeviceTag() );
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2016-08-31 16:30:11 +00:00
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2016-09-05 22:53:44 +00:00
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// Allocate memory for output
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sigOut.PrepareForOutput( outputDimX * outputDimY, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( sigIn, sigDimX, sigDimY,
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sigOut, outputDimX, outputDimY,
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extDimX, 0, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( leftExtend, extDimX, extDimY,
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sigOut, outputDimX, outputDimY,
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0, 0, DeviceTag() );
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2016-08-31 16:30:11 +00:00
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WaveletBase::DeviceRectangleCopyTo( rightExtend, extDimXRight, extDimY,
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sigOut, outputDimX, outputDimY,
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extDimX+sigDimX, 0, DeviceTag() );
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2016-08-26 16:54:47 +00:00
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}
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2016-08-30 00:20:49 +00:00
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else // attachZeroRightLeft mode.
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2016-08-26 16:54:47 +00:00
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{
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2016-09-05 22:53:44 +00:00
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// Make a copy of sigIn with an extra column
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ExtendArrayType sigInWithZero;
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sigInWithZero.PrepareForOutput( (sigDimX+1) * sigDimY, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( sigIn, sigDimX, sigDimY,
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sigInWithZero, sigDimX+1, sigDimY,
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0, 0, DeviceTag() );
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// Assign zero to the column at the very right
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WaveletBase::DeviceAssignZero2DColumn( sigInWithZero, sigDimX+1, sigDimY,
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sigDimX, DeviceTag() );
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2016-08-31 16:30:11 +00:00
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// Allocate memory for rightExtend
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rightExtend.PrepareForOutput( extDimX * extDimY, DeviceTag() );
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// Do the extension
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2016-09-05 22:53:44 +00:00
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RightWorkletType rightWorklet( extDimX, extDimY, sigDimX+1, sigDimY, rightExtMethod );
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2016-08-30 00:20:49 +00:00
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vtkm::worklet::DispatcherMapField< RightWorkletType, DeviceTag >
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dispatcher5( rightWorklet );
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2016-09-05 22:53:44 +00:00
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dispatcher5.Invoke( rightExtend, sigInWithZero );
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sigInWithZero.ReleaseResources();
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2016-08-30 00:20:49 +00:00
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2016-09-05 22:53:44 +00:00
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// Allocate memory for output
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sigOut.PrepareForOutput( outputDimX * outputDimY, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( sigIn, sigDimX, sigDimY,
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sigOut, outputDimX, outputDimY,
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extDimX, 0, DeviceTag() );
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2016-09-06 21:28:46 +00:00
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WaveletBase::DeviceAssignZero2DColumn( sigOut, outputDimX, outputDimY,
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extDimX+sigDimX, DeviceTag() );
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2016-09-05 22:53:44 +00:00
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WaveletBase::DeviceRectangleCopyTo( leftExtend, extDimX, extDimY,
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sigOut, outputDimX, outputDimY,
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0, 0, DeviceTag() );
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2016-08-31 16:30:11 +00:00
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WaveletBase::DeviceRectangleCopyTo( rightExtend, extDimX, extDimY,
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sigOut, outputDimX, outputDimY,
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extDimX+sigDimX+1, 0, DeviceTag() );
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2016-08-26 16:54:47 +00:00
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}
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return 0;
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}
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2016-09-01 22:58:20 +00:00
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2016-07-27 20:28:38 +00:00
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// Func: Extend 1D signal
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2016-08-22 20:49:13 +00:00
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template< typename SigInArrayType, typename SigExtendedArrayType, typename DeviceTag >
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2016-08-03 03:41:46 +00:00
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vtkm::Id Extend1D( const SigInArrayType &sigIn, // Input
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2016-07-27 20:28:38 +00:00
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SigExtendedArrayType &sigOut, // Output
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vtkm::Id addLen,
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2016-08-03 03:41:46 +00:00
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vtkm::worklet::wavelets::DWTMode leftExtMethod,
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vtkm::worklet::wavelets::DWTMode rightExtMethod,
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2016-08-15 19:46:35 +00:00
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bool attachZeroRightLeft,
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2016-08-22 20:49:13 +00:00
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bool attachZeroRightRight,
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DeviceTag )
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2016-07-27 20:28:38 +00:00
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{
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2016-08-15 19:46:35 +00:00
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// "right extension" can be attached a zero on either end, but not both ends.
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VTKM_ASSERT( !attachZeroRightRight || !attachZeroRightLeft );
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2016-08-16 21:20:19 +00:00
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2016-07-27 20:28:38 +00:00
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typedef typename SigInArrayType::ValueType ValueType;
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typedef vtkm::cont::ArrayHandle< ValueType > ExtensionArrayType;
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2016-08-16 21:20:19 +00:00
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2016-08-03 20:34:02 +00:00
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ExtensionArrayType leftExtend;
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2016-08-22 20:49:13 +00:00
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leftExtend.PrepareForOutput( addLen, DeviceTag() );
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2016-07-27 20:28:38 +00:00
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2016-08-03 20:34:02 +00:00
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vtkm::Id sigInLen = sigIn.GetNumberOfValues();
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2016-07-27 20:28:38 +00:00
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2016-08-03 20:34:02 +00:00
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typedef vtkm::worklet::wavelets::LeftSYMHExtentionWorklet LeftSYMH;
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typedef vtkm::worklet::wavelets::LeftSYMWExtentionWorklet LeftSYMW;
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typedef vtkm::worklet::wavelets::RightSYMHExtentionWorklet RightSYMH;
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typedef vtkm::worklet::wavelets::RightSYMWExtentionWorklet RightSYMW;
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2016-08-16 21:20:19 +00:00
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typedef vtkm::worklet::wavelets::LeftASYMHExtentionWorklet LeftASYMH;
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typedef vtkm::worklet::wavelets::LeftASYMWExtentionWorklet LeftASYMW;
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typedef vtkm::worklet::wavelets::RightASYMHExtentionWorklet RightASYMH;
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typedef vtkm::worklet::wavelets::RightASYMWExtentionWorklet RightASYMW;
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2016-07-27 20:28:38 +00:00
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switch( leftExtMethod )
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{
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2016-08-15 23:54:15 +00:00
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case SYMH:
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2016-07-27 20:28:38 +00:00
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{
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2016-08-03 20:34:02 +00:00
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LeftSYMH worklet( addLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< LeftSYMH, DeviceTag > dispatcher( worklet );
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2016-08-03 20:34:02 +00:00
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dispatcher.Invoke( leftExtend, sigIn );
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2016-07-27 20:28:38 +00:00
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break;
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}
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2016-08-15 23:54:15 +00:00
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case SYMW:
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2016-07-27 20:28:38 +00:00
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{
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2016-08-03 20:34:02 +00:00
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LeftSYMW worklet( addLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< LeftSYMW, DeviceTag > dispatcher( worklet );
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2016-08-03 20:34:02 +00:00
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dispatcher.Invoke( leftExtend, sigIn );
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2016-07-27 20:28:38 +00:00
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break;
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}
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2016-08-16 21:20:19 +00:00
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case ASYMH:
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{
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LeftASYMH worklet( addLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< LeftASYMH, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( leftExtend, sigIn );
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break;
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}
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case ASYMW:
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{
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LeftASYMW worklet( addLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< LeftASYMW, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( leftExtend, sigIn );
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break;
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}
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2016-07-27 20:28:38 +00:00
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default:
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{
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2016-08-05 23:08:25 +00:00
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vtkm::cont::ErrorControlInternal("Left extension mode not supported!");
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2016-07-27 20:28:38 +00:00
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return 1;
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}
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}
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2016-08-03 20:34:02 +00:00
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ExtensionArrayType rightExtend;
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2016-08-03 03:41:46 +00:00
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2016-08-16 21:20:19 +00:00
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if( !attachZeroRightLeft ) // no attach zero, or only attach on RightRight
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2016-07-27 20:28:38 +00:00
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{
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2016-08-16 21:20:19 +00:00
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// Allocate memory
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if( attachZeroRightRight )
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2016-08-22 20:49:13 +00:00
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rightExtend.PrepareForOutput( addLen+1, DeviceTag() );
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2016-08-16 21:20:19 +00:00
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else
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2016-08-22 20:49:13 +00:00
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rightExtend.PrepareForOutput( addLen, DeviceTag() );
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2016-08-16 21:20:19 +00:00
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switch( rightExtMethod )
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2016-07-27 20:28:38 +00:00
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{
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2016-08-16 21:20:19 +00:00
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case SYMH:
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{
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RightSYMH worklet( sigInLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< RightSYMH, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( rightExtend, sigIn );
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break;
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}
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case SYMW:
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{
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RightSYMW worklet( sigInLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< RightSYMW, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( rightExtend, sigIn );
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break;
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}
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case ASYMH:
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{
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RightASYMH worklet( sigInLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< RightASYMH, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( rightExtend, sigIn );
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break;
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}
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case ASYMW:
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{
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RightASYMW worklet( sigInLen );
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2016-08-22 20:49:13 +00:00
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vtkm::worklet::DispatcherMapField< RightASYMW, DeviceTag > dispatcher( worklet );
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2016-08-16 21:20:19 +00:00
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dispatcher.Invoke( rightExtend, sigIn );
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break;
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}
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default:
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{
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vtkm::cont::ErrorControlInternal("Right extension mode not supported!");
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return 1;
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}
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2016-07-27 20:28:38 +00:00
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}
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2016-08-16 21:20:19 +00:00
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|
if( attachZeroRightRight )
|
2016-08-22 20:49:13 +00:00
|
|
|
WaveletBase::DeviceAssignZero( rightExtend, addLen, DeviceTag() );
|
2016-08-16 21:20:19 +00:00
|
|
|
}
|
|
|
|
else // attachZeroRightLeft mode
|
|
|
|
{
|
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate<SigInArrayType, ExtensionArrayType>
|
|
|
|
ConcatArray;
|
|
|
|
// attach a zero at the end of sigIn
|
|
|
|
ExtensionArrayType singleValArray;
|
2016-08-22 20:49:13 +00:00
|
|
|
singleValArray.PrepareForOutput(1, DeviceTag() );
|
|
|
|
WaveletBase::DeviceAssignZero( singleValArray, 0, DeviceTag() );
|
2016-08-16 21:20:19 +00:00
|
|
|
ConcatArray sigInPlusOne( sigIn, singleValArray );
|
|
|
|
|
|
|
|
// allocate memory for extension
|
2016-08-22 20:49:13 +00:00
|
|
|
rightExtend.PrepareForOutput( addLen, DeviceTag() );
|
2016-08-16 21:20:19 +00:00
|
|
|
|
|
|
|
switch( rightExtMethod )
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
2016-08-16 21:20:19 +00:00
|
|
|
case SYMH:
|
|
|
|
{
|
|
|
|
RightSYMH worklet( sigInLen + 1 );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField< RightSYMH, DeviceTag > dispatcher( worklet );
|
2016-08-16 21:20:19 +00:00
|
|
|
dispatcher.Invoke( rightExtend, sigInPlusOne );
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
case SYMW:
|
|
|
|
{
|
|
|
|
RightSYMW worklet( sigInLen + 1 );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField< RightSYMW, DeviceTag > dispatcher( worklet );
|
2016-08-16 21:20:19 +00:00
|
|
|
dispatcher.Invoke( rightExtend, sigInPlusOne );
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
case ASYMH:
|
|
|
|
{
|
|
|
|
RightASYMH worklet( sigInLen + 1 );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField< RightASYMH, DeviceTag > dispatcher( worklet );
|
2016-08-16 21:20:19 +00:00
|
|
|
dispatcher.Invoke( rightExtend, sigInPlusOne );
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
case ASYMW:
|
|
|
|
{
|
|
|
|
RightASYMW worklet( sigInLen + 1 );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField< RightASYMW, DeviceTag > dispatcher( worklet );
|
2016-08-16 21:20:19 +00:00
|
|
|
dispatcher.Invoke( rightExtend, sigInPlusOne );
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
default:
|
|
|
|
{
|
|
|
|
vtkm::cont::ErrorControlInternal("Right extension mode not supported!");
|
|
|
|
return 1;
|
|
|
|
}
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
|
2016-08-16 21:20:19 +00:00
|
|
|
// make a copy of rightExtend with a zero attached to the left
|
2016-08-15 19:46:35 +00:00
|
|
|
ExtensionArrayType rightExtendPlusOne;
|
2016-08-22 20:49:13 +00:00
|
|
|
rightExtendPlusOne.PrepareForOutput( addLen + 1, DeviceTag() );
|
|
|
|
WaveletBase::DeviceCopyStartX( rightExtend, rightExtendPlusOne, 1, DeviceTag() );
|
|
|
|
WaveletBase::DeviceAssignZero( rightExtendPlusOne, 0, DeviceTag() );
|
2016-08-15 19:46:35 +00:00
|
|
|
rightExtend = rightExtendPlusOne ;
|
2016-08-03 20:34:02 +00:00
|
|
|
}
|
2016-08-03 03:41:46 +00:00
|
|
|
|
2016-08-03 20:34:02 +00:00
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate< ExtensionArrayType, SigInArrayType>
|
|
|
|
ArrayConcat;
|
2016-07-27 20:28:38 +00:00
|
|
|
ArrayConcat leftOn( leftExtend, sigIn );
|
2016-08-03 03:41:46 +00:00
|
|
|
sigOut = vtkm::cont::make_ArrayHandleConcatenate( leftOn, rightExtend );
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
return 0;
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// Func:
|
|
|
|
// Performs one level of 1D discrete wavelet transform
|
|
|
|
// It takes care of boundary conditions, etc.
|
2016-08-22 20:49:13 +00:00
|
|
|
template< typename SignalArrayType, typename CoeffArrayType, typename DeviceTag>
|
2016-08-23 23:52:40 +00:00
|
|
|
FLOAT_64 DWT1D( const SignalArrayType &sigIn, // Input
|
2016-07-27 20:28:38 +00:00
|
|
|
CoeffArrayType &coeffOut, // Output: cA followed by cD
|
2016-08-22 20:49:13 +00:00
|
|
|
std::vector<vtkm::Id> &L, // Output: how many cA and cD.
|
|
|
|
DeviceTag )
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
|
|
|
vtkm::Id sigInLen = sigIn.GetNumberOfValues();
|
|
|
|
if( GetWaveletMaxLevel( sigInLen ) < 1 )
|
|
|
|
{
|
2016-08-05 23:08:25 +00:00
|
|
|
vtkm::cont::ErrorControlInternal( "Signal is too short to perform DWT!" );
|
2016-07-27 20:28:38 +00:00
|
|
|
return -1;
|
|
|
|
}
|
|
|
|
|
2016-08-08 23:59:15 +00:00
|
|
|
VTKM_ASSERT( L.size() == 3 );
|
2016-07-27 20:28:38 +00:00
|
|
|
L[0] = WaveletBase::GetApproxLength( sigInLen );
|
|
|
|
L[1] = WaveletBase::GetDetailLength( sigInLen );
|
|
|
|
L[2] = sigInLen;
|
|
|
|
|
|
|
|
VTKM_ASSERT( L[0] + L[1] == L[2] );
|
|
|
|
|
2016-08-10 23:24:22 +00:00
|
|
|
vtkm::Id filterLen = WaveletBase::filter.GetFilterLength();
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
bool doSymConv = false;
|
2016-08-10 23:24:22 +00:00
|
|
|
if( WaveletBase::filter.isSymmetric() )
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
|
|
|
if( ( WaveletBase::wmode == SYMW && ( filterLen % 2 != 0 ) ) ||
|
|
|
|
( WaveletBase::wmode == SYMH && ( filterLen % 2 == 0 ) ) )
|
|
|
|
doSymConv = true;
|
|
|
|
}
|
|
|
|
|
|
|
|
vtkm::Id sigConvolvedLen = L[0] + L[1]; // approx + detail coeffs
|
|
|
|
vtkm::Id addLen; // for extension
|
|
|
|
bool oddLow = true;
|
|
|
|
bool oddHigh = true;
|
|
|
|
if( filterLen % 2 != 0 )
|
|
|
|
oddLow = false;
|
|
|
|
if( doSymConv )
|
|
|
|
{
|
|
|
|
addLen = filterLen / 2;
|
|
|
|
if( sigInLen % 2 != 0 )
|
|
|
|
sigConvolvedLen += 1;
|
|
|
|
}
|
|
|
|
else
|
|
|
|
addLen = filterLen - 1;
|
|
|
|
|
|
|
|
vtkm::Id sigExtendedLen = sigInLen + 2 * addLen;
|
|
|
|
|
2016-08-02 18:09:34 +00:00
|
|
|
typedef typename SignalArrayType::ValueType SigInValueType;
|
2016-08-03 03:41:46 +00:00
|
|
|
typedef vtkm::cont::ArrayHandle<SigInValueType> SigInBasic;
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-03 03:41:46 +00:00
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate< SigInBasic, SignalArrayType >
|
|
|
|
ConcatType1;
|
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate< ConcatType1, SigInBasic >
|
|
|
|
ConcatType2;
|
|
|
|
|
|
|
|
ConcatType2 sigInExtended;
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-22 20:49:13 +00:00
|
|
|
this->Extend1D( sigIn, sigInExtended, addLen, WaveletBase::wmode,
|
|
|
|
WaveletBase::wmode, false, false, DeviceTag() );
|
2016-07-27 20:28:38 +00:00
|
|
|
VTKM_ASSERT( sigInExtended.GetNumberOfValues() == sigExtendedLen );
|
|
|
|
|
2016-08-15 19:46:35 +00:00
|
|
|
// initialize a worklet for forward transform
|
2016-07-27 20:28:38 +00:00
|
|
|
vtkm::worklet::wavelets::ForwardTransform forwardTransform;
|
|
|
|
forwardTransform.SetFilterLength( filterLen );
|
|
|
|
forwardTransform.SetCoeffLength( L[0], L[1] );
|
|
|
|
forwardTransform.SetOddness( oddLow, oddHigh );
|
|
|
|
|
2016-08-22 20:49:13 +00:00
|
|
|
coeffOut.PrepareForOutput( sigExtendedLen, DeviceTag() );
|
|
|
|
vtkm::worklet::DispatcherMapField<vtkm::worklet::wavelets::ForwardTransform, DeviceTag>
|
2016-07-27 20:28:38 +00:00
|
|
|
dispatcher(forwardTransform);
|
2016-08-23 23:52:40 +00:00
|
|
|
// put a timer
|
|
|
|
vtkm::cont::Timer<> timer;
|
2016-07-27 20:28:38 +00:00
|
|
|
dispatcher.Invoke( sigInExtended,
|
2016-08-10 23:24:22 +00:00
|
|
|
WaveletBase::filter.GetLowDecomposeFilter(),
|
|
|
|
WaveletBase::filter.GetHighDecomposeFilter(),
|
2016-08-02 18:09:34 +00:00
|
|
|
coeffOut );
|
2016-08-23 23:52:40 +00:00
|
|
|
vtkm::Float64 elapsedTime = timer.GetElapsedTime();
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-02 18:09:34 +00:00
|
|
|
VTKM_ASSERT( L[0] + L[1] <= coeffOut.GetNumberOfValues() );
|
|
|
|
coeffOut.Shrink( L[0] + L[1] );
|
|
|
|
|
2016-08-23 23:52:40 +00:00
|
|
|
return elapsedTime;
|
|
|
|
}
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
|
|
|
|
// Func:
|
|
|
|
// Performs one level of inverse wavelet transform
|
|
|
|
// It takes care of boundary conditions, etc.
|
2016-08-22 20:49:13 +00:00
|
|
|
template< typename CoeffArrayType, typename SignalArrayType, typename DeviceTag >
|
2016-08-23 23:52:40 +00:00
|
|
|
FLOAT_64 IDWT1D( const CoeffArrayType &coeffIn, // Input, cA followed by cD
|
2016-08-08 23:59:15 +00:00
|
|
|
std::vector<vtkm::Id> &L, // Input, how many cA and cD
|
2016-08-22 20:49:13 +00:00
|
|
|
SignalArrayType &sigOut, // Output
|
2016-09-06 21:28:46 +00:00
|
|
|
bool print, // debug use only
|
2016-08-22 20:49:13 +00:00
|
|
|
DeviceTag )
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
2016-08-08 23:59:15 +00:00
|
|
|
VTKM_ASSERT( L.size() == 3 );
|
2016-08-15 19:46:35 +00:00
|
|
|
VTKM_ASSERT( L[2] == coeffIn.GetNumberOfValues() );
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-10 23:24:22 +00:00
|
|
|
vtkm::Id filterLen = WaveletBase::filter.GetFilterLength();
|
2016-07-27 20:28:38 +00:00
|
|
|
bool doSymConv = false;
|
|
|
|
vtkm::worklet::wavelets::DWTMode cALeftMode = WaveletBase::wmode;
|
|
|
|
vtkm::worklet::wavelets::DWTMode cARightMode = WaveletBase::wmode;
|
|
|
|
vtkm::worklet::wavelets::DWTMode cDLeftMode = WaveletBase::wmode;
|
|
|
|
vtkm::worklet::wavelets::DWTMode cDRightMode = WaveletBase::wmode;
|
|
|
|
|
2016-09-01 19:20:22 +00:00
|
|
|
if( WaveletBase::filter.isSymmetric() ) // this is always true with the 1st 4 filters.
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
|
|
|
if(( WaveletBase::wmode == SYMW && (filterLen % 2 != 0) ) ||
|
|
|
|
( WaveletBase::wmode == SYMH && (filterLen % 2 == 0) ) )
|
|
|
|
{
|
2016-09-01 19:20:22 +00:00
|
|
|
doSymConv = true; // doSymConv is always true with the 1st 4 filters.
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
if( WaveletBase::wmode == SYMH )
|
|
|
|
{
|
|
|
|
cDLeftMode = ASYMH;
|
|
|
|
if( L[2] % 2 != 0 )
|
|
|
|
{
|
|
|
|
cARightMode = SYMW;
|
|
|
|
cDRightMode = ASYMW;
|
|
|
|
}
|
|
|
|
else
|
|
|
|
cDRightMode = ASYMH;
|
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
|
|
|
cDLeftMode = SYMH;
|
|
|
|
if( L[2] % 2 != 0 )
|
|
|
|
{
|
|
|
|
cARightMode = SYMW;
|
|
|
|
cDRightMode = SYMH;
|
|
|
|
}
|
|
|
|
else
|
|
|
|
cARightMode = SYMH;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2016-08-15 23:54:15 +00:00
|
|
|
vtkm::Id cATempLen, cDTempLen; //, reconTempLen;
|
2016-07-27 20:28:38 +00:00
|
|
|
vtkm::Id addLen = 0;
|
|
|
|
vtkm::Id cDPadLen = 0;
|
|
|
|
if( doSymConv ) // extend cA and cD
|
|
|
|
{
|
2016-08-15 23:54:15 +00:00
|
|
|
addLen = filterLen / 4; // addLen == 0 for Haar kernel
|
2016-07-27 20:28:38 +00:00
|
|
|
if( (L[0] > L[1]) && (WaveletBase::wmode == SYMH) )
|
2016-08-15 19:46:35 +00:00
|
|
|
cDPadLen = L[0];
|
2016-08-16 21:20:19 +00:00
|
|
|
|
2016-07-27 20:28:38 +00:00
|
|
|
cATempLen = L[0] + 2 * addLen;
|
|
|
|
cDTempLen = cATempLen; // same length
|
|
|
|
}
|
|
|
|
else // not extend cA and cD
|
2016-08-15 19:46:35 +00:00
|
|
|
{ // (biorthogonal kernels won't come into this case)
|
2016-07-27 20:28:38 +00:00
|
|
|
cATempLen = L[0];
|
|
|
|
cDTempLen = L[1];
|
|
|
|
}
|
|
|
|
|
2016-08-02 22:14:03 +00:00
|
|
|
typedef vtkm::cont::ArrayHandleCounting< vtkm::Id > IdArrayType;
|
|
|
|
typedef vtkm::cont::ArrayHandlePermutation< IdArrayType, CoeffArrayType >
|
|
|
|
PermutArrayType;
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
// Separate cA and cD
|
|
|
|
IdArrayType approxIndices( 0, 1, L[0] );
|
|
|
|
IdArrayType detailIndices( L[0], 1, L[1] );
|
|
|
|
PermutArrayType cA( approxIndices, coeffIn );
|
|
|
|
PermutArrayType cD( detailIndices, coeffIn );
|
|
|
|
|
|
|
|
|
|
|
|
typedef typename CoeffArrayType::ValueType CoeffValueType;
|
|
|
|
typedef vtkm::cont::ArrayHandle< CoeffValueType > ExtensionArrayType;
|
2016-08-03 03:41:46 +00:00
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate< ExtensionArrayType, PermutArrayType >
|
|
|
|
Concat1;
|
|
|
|
typedef vtkm::cont::ArrayHandleConcatenate< Concat1, ExtensionArrayType >
|
|
|
|
Concat2;
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-03 03:41:46 +00:00
|
|
|
Concat2 cATemp, cDTemp;
|
2016-07-27 20:28:38 +00:00
|
|
|
|
|
|
|
if( doSymConv ) // Actually extend cA and cD
|
|
|
|
{
|
2016-08-15 19:46:35 +00:00
|
|
|
// first extend cA to be cATemp
|
2016-08-22 20:49:13 +00:00
|
|
|
this->Extend1D( cA, cATemp, addLen, cALeftMode, cARightMode, false, false, DeviceTag() );
|
2016-08-16 21:20:19 +00:00
|
|
|
|
|
|
|
// Then extend cD based on extension needs
|
2016-07-27 20:28:38 +00:00
|
|
|
if( cDPadLen > 0 )
|
|
|
|
{
|
2016-08-16 21:20:19 +00:00
|
|
|
// Add back the missing final cD, 0.0, before doing extension
|
2016-08-22 20:49:13 +00:00
|
|
|
this->Extend1D( cD, cDTemp, addLen, cDLeftMode, cDRightMode, true, false, DeviceTag() );
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
2016-08-15 19:46:35 +00:00
|
|
|
vtkm::Id cDTempLenWouldBe = L[1] + 2 * addLen;
|
2016-08-03 03:41:46 +00:00
|
|
|
if( cDTempLenWouldBe == cDTempLen )
|
2016-08-16 21:20:19 +00:00
|
|
|
{
|
2016-08-22 20:49:13 +00:00
|
|
|
this->Extend1D( cD, cDTemp, addLen, cDLeftMode, cDRightMode, false, false, DeviceTag());
|
2016-08-15 23:54:15 +00:00
|
|
|
}
|
2016-08-03 03:41:46 +00:00
|
|
|
else if( cDTempLenWouldBe == cDTempLen - 1 )
|
2016-08-16 21:20:19 +00:00
|
|
|
{
|
2016-08-22 20:49:13 +00:00
|
|
|
this->Extend1D( cD, cDTemp, addLen, cDLeftMode, cDRightMode, false, true , DeviceTag());
|
2016-08-15 23:54:15 +00:00
|
|
|
}
|
2016-08-03 03:41:46 +00:00
|
|
|
else
|
2016-07-27 20:28:38 +00:00
|
|
|
{
|
2016-08-06 02:45:30 +00:00
|
|
|
vtkm::cont::ErrorControlInternal("cDTemp Length not match!");
|
2016-08-03 03:41:46 +00:00
|
|
|
return 1;
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
}
|
2016-08-03 03:41:46 +00:00
|
|
|
}
|
2016-08-15 19:46:35 +00:00
|
|
|
else // !doSymConv (biorthogonals kernel won't come into this case)
|
|
|
|
{
|
|
|
|
// make cATemp
|
|
|
|
ExtensionArrayType dummyArray;
|
2016-08-22 20:49:13 +00:00
|
|
|
dummyArray.PrepareForOutput(0, DeviceTag() );
|
2016-08-15 19:46:35 +00:00
|
|
|
Concat1 cALeftOn( dummyArray, cA );
|
|
|
|
cATemp = vtkm::cont::make_ArrayHandleConcatenate< Concat1, ExtensionArrayType >
|
|
|
|
( cALeftOn, dummyArray );
|
|
|
|
|
|
|
|
// make cDTemp
|
|
|
|
Concat1 cDLeftOn( dummyArray, cD );
|
|
|
|
cDTemp = vtkm::cont::make_ArrayHandleConcatenate< Concat1, ExtensionArrayType >
|
|
|
|
( cDLeftOn, dummyArray );
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
|
2016-08-15 23:54:15 +00:00
|
|
|
// make sure signal extension went as expected
|
|
|
|
VTKM_ASSERT( cATemp.GetNumberOfValues() == cATempLen );
|
|
|
|
VTKM_ASSERT( cDTemp.GetNumberOfValues() == cDTempLen );
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-15 23:54:15 +00:00
|
|
|
vtkm::cont::ArrayHandleConcatenate< Concat2, Concat2>
|
|
|
|
coeffInExtended( cATemp, cDTemp );
|
2016-09-05 22:53:44 +00:00
|
|
|
|
|
|
|
if( print)
|
|
|
|
{
|
|
|
|
for( vtkm::Id i = 0; i < coeffInExtended.GetNumberOfValues(); i++ )
|
|
|
|
printf( "%.2e ",coeffInExtended.GetPortalConstControl().Get(i) );
|
|
|
|
std::cout << std::endl;
|
|
|
|
}
|
|
|
|
|
2016-08-15 23:54:15 +00:00
|
|
|
// Allocate memory for sigOut
|
2016-08-22 20:49:13 +00:00
|
|
|
sigOut.PrepareForOutput( cATempLen + cDTempLen, DeviceTag() );
|
2016-08-06 07:08:29 +00:00
|
|
|
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::Float64 elapsedTime = 0;
|
2016-08-15 23:54:15 +00:00
|
|
|
if( filterLen % 2 != 0 )
|
|
|
|
{
|
2016-07-27 20:28:38 +00:00
|
|
|
vtkm::worklet::wavelets::InverseTransformOdd inverseXformOdd;
|
|
|
|
inverseXformOdd.SetFilterLength( filterLen );
|
|
|
|
inverseXformOdd.SetCALength( L[0], cATempLen );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField<vtkm::worklet::wavelets::InverseTransformOdd, DeviceTag>
|
2016-08-02 22:14:03 +00:00
|
|
|
dispatcher( inverseXformOdd );
|
2016-08-23 23:52:40 +00:00
|
|
|
// use a timer
|
|
|
|
vtkm::cont::Timer<> timer;
|
2016-07-27 20:28:38 +00:00
|
|
|
dispatcher.Invoke( coeffInExtended,
|
2016-08-10 23:24:22 +00:00
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
2016-07-27 20:28:38 +00:00
|
|
|
sigOut );
|
2016-08-23 23:52:40 +00:00
|
|
|
elapsedTime = timer.GetElapsedTime();
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
2016-08-15 23:54:15 +00:00
|
|
|
vtkm::worklet::wavelets::InverseTransformEven inverseXformEven
|
|
|
|
( filterLen, L[0], cATempLen, !doSymConv );
|
2016-08-22 20:49:13 +00:00
|
|
|
vtkm::worklet::DispatcherMapField<vtkm::worklet::wavelets::InverseTransformEven, DeviceTag>
|
2016-08-15 23:54:15 +00:00
|
|
|
dispatcher( inverseXformEven );
|
2016-08-23 23:52:40 +00:00
|
|
|
// use a timer
|
|
|
|
vtkm::cont::Timer<> timer;
|
2016-08-15 23:54:15 +00:00
|
|
|
dispatcher.Invoke( coeffInExtended,
|
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
|
|
|
sigOut );
|
2016-08-23 23:52:40 +00:00
|
|
|
elapsedTime = timer.GetElapsedTime();
|
2016-07-27 20:28:38 +00:00
|
|
|
}
|
|
|
|
|
2016-08-15 23:54:15 +00:00
|
|
|
sigOut.Shrink( L[2] );
|
|
|
|
|
2016-08-23 23:52:40 +00:00
|
|
|
return elapsedTime;
|
|
|
|
}
|
2016-07-27 20:28:38 +00:00
|
|
|
|
2016-08-09 23:32:13 +00:00
|
|
|
|
|
|
|
// Func:
|
|
|
|
// Performs one level of 2D discrete wavelet transform
|
|
|
|
// It takes care of boundary conditions, etc.
|
|
|
|
// N.B.
|
|
|
|
// L[0] == L[2]
|
|
|
|
// L[1] == L[5]
|
|
|
|
// L[3] == L[7]
|
|
|
|
// L[4] == L[6]
|
|
|
|
//
|
|
|
|
// ____L[0]_______L[4]____
|
|
|
|
// | | |
|
|
|
|
// L[1] | cA | cDv | L[5]
|
|
|
|
// | (LL) | (HL) |
|
|
|
|
// | | |
|
|
|
|
// |---------------------|
|
|
|
|
// | | |
|
|
|
|
// | cDh | cDd | L[7]
|
|
|
|
// L[3] | (LH) | (HH) |
|
|
|
|
// | | |
|
|
|
|
// |__________|__________|
|
|
|
|
// L[2] L[6]
|
|
|
|
//
|
2016-08-22 20:49:13 +00:00
|
|
|
template< typename InputArrayType, typename OutputArrayType, typename DeviceTag >
|
2016-08-23 23:52:40 +00:00
|
|
|
FLOAT_64 DWT2D( const InputArrayType &sigIn, // Input array
|
2016-08-09 23:32:13 +00:00
|
|
|
vtkm::Id inXLen, // Input X length
|
|
|
|
vtkm::Id inYLen, // Input Y length
|
|
|
|
OutputArrayType &coeffOut, // Output coeff array
|
2016-08-22 20:49:13 +00:00
|
|
|
std::vector<vtkm::Id> &L, // Output coeff layout
|
|
|
|
DeviceTag )
|
2016-08-09 23:32:13 +00:00
|
|
|
{
|
|
|
|
vtkm::Id sigInLen = sigIn.GetNumberOfValues();
|
|
|
|
VTKM_ASSERT( sigInLen == inXLen * inYLen );
|
|
|
|
|
|
|
|
VTKM_ASSERT( L.size() == 10 );
|
|
|
|
L[0] = WaveletBase::GetApproxLength( inXLen ); L[2] = L[0];
|
|
|
|
L[1] = WaveletBase::GetApproxLength( inYLen ); L[5] = L[1];
|
|
|
|
L[3] = WaveletBase::GetDetailLength( inYLen ); L[7] = L[3];
|
|
|
|
L[4] = WaveletBase::GetDetailLength( inXLen ); L[6] = L[4];
|
|
|
|
L[8] = inXLen; L[9] = inYLen;
|
|
|
|
|
2016-08-11 21:24:48 +00:00
|
|
|
// Define a few types
|
2016-08-09 23:32:13 +00:00
|
|
|
typedef typename InputArrayType::ValueType InputValueType;
|
|
|
|
typedef vtkm::cont::ArrayHandle<InputValueType> BasicArrayType;
|
2016-08-26 16:54:47 +00:00
|
|
|
typedef vtkm::cont::ArrayHandleCounting< vtkm::Id > CountingArrayType;
|
2016-08-09 23:32:13 +00:00
|
|
|
typedef vtkm::cont::ArrayHandlePermutation< CountingArrayType, InputArrayType >
|
|
|
|
CountingInputPermute;
|
|
|
|
typedef vtkm::cont::ArrayHandlePermutation< CountingArrayType, BasicArrayType >
|
|
|
|
CountingBasicPermute;
|
|
|
|
|
|
|
|
std::vector<vtkm::Id> xL(3, 0);
|
|
|
|
|
|
|
|
// Transform rows
|
|
|
|
// Storage for coeffs after X transform
|
|
|
|
// Note: DWT1D decides (L[0] + L[4] == inXLen) at line 158
|
2016-08-10 23:28:59 +00:00
|
|
|
// so safe to assume resulting coeffs have the same length
|
2016-08-09 23:32:13 +00:00
|
|
|
BasicArrayType afterXBuf;
|
2016-08-22 20:49:13 +00:00
|
|
|
afterXBuf.PrepareForOutput( sigInLen, DeviceTag() );
|
2016-08-23 23:52:40 +00:00
|
|
|
|
|
|
|
vtkm::Float64 elapsedTime = 0.0;
|
2016-08-09 23:32:13 +00:00
|
|
|
for(vtkm::Id y = 0; y < inYLen; y++ )
|
|
|
|
{
|
|
|
|
// make input, output array
|
|
|
|
CountingArrayType inputIndices( inXLen*y, 1, inXLen );
|
|
|
|
CountingInputPermute row( inputIndices, sigIn );
|
|
|
|
BasicArrayType output;
|
|
|
|
|
|
|
|
// 1D DWT on a row
|
2016-08-23 23:52:40 +00:00
|
|
|
elapsedTime += this->DWT1D( row, output, xL, DeviceTag() );
|
2016-08-09 23:32:13 +00:00
|
|
|
// copy coeffs to buffer
|
2016-08-22 20:49:13 +00:00
|
|
|
WaveletBase::DeviceCopyStartX( output, afterXBuf, y * inXLen, DeviceTag() );
|
2016-08-09 23:32:13 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
// Transform columns
|
|
|
|
BasicArrayType afterYBuf;
|
2016-08-22 20:49:13 +00:00
|
|
|
afterYBuf.PrepareForOutput( sigInLen, DeviceTag() );
|
2016-08-09 23:32:13 +00:00
|
|
|
for( vtkm::Id x = 0; x < inXLen; x++ )
|
|
|
|
{
|
|
|
|
// make input, output array
|
2016-08-10 23:28:59 +00:00
|
|
|
CountingArrayType inputIndices( x, inXLen, inYLen );
|
2016-08-09 23:32:13 +00:00
|
|
|
CountingBasicPermute column( inputIndices, afterXBuf );
|
|
|
|
BasicArrayType output;
|
|
|
|
|
|
|
|
// 1D DWT on a row
|
2016-08-23 23:52:40 +00:00
|
|
|
elapsedTime += this->DWT1D( column, output, xL, DeviceTag() );
|
2016-08-10 23:28:59 +00:00
|
|
|
// copy coeffs to buffer. afterYBuf is column major order.
|
2016-08-22 20:49:13 +00:00
|
|
|
WaveletBase::DeviceCopyStartX( output, afterYBuf, inYLen*x, DeviceTag() );
|
2016-08-09 23:32:13 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
// Transpose afterYBuf to output
|
2016-08-22 20:49:13 +00:00
|
|
|
coeffOut.PrepareForOutput( sigInLen, DeviceTag() );
|
2016-08-31 22:58:58 +00:00
|
|
|
WaveletBase::DeviceTranspose( afterYBuf, inYLen, inXLen,
|
|
|
|
coeffOut, inXLen, inYLen,
|
|
|
|
0, 0, DeviceTag() );
|
2016-08-11 21:24:48 +00:00
|
|
|
|
2016-08-23 23:52:40 +00:00
|
|
|
return elapsedTime;
|
2016-08-11 21:24:48 +00:00
|
|
|
}
|
|
|
|
|
2016-08-22 20:49:13 +00:00
|
|
|
|
2016-08-11 21:24:48 +00:00
|
|
|
// Perform 1 level inverse wavelet transform
|
2016-08-22 20:49:13 +00:00
|
|
|
template< typename InputArrayType, typename OutputArrayType, typename DeviceTag >
|
2016-08-23 23:52:40 +00:00
|
|
|
FLOAT_64 IDWT2D( const InputArrayType &sigIn, // Input: array
|
2016-08-11 21:24:48 +00:00
|
|
|
std::vector<vtkm::Id> &L, // Input: coeff layout
|
2016-08-22 20:49:13 +00:00
|
|
|
OutputArrayType &sigOut, // Output coeff array
|
|
|
|
DeviceTag )
|
2016-08-11 21:24:48 +00:00
|
|
|
{
|
|
|
|
VTKM_ASSERT( L.size() == 10 );
|
|
|
|
vtkm::Id inXLen = L[0] + L[4];
|
|
|
|
vtkm::Id inYLen = L[1] + L[3];
|
|
|
|
vtkm::Id sigLen = inXLen * inYLen;
|
|
|
|
VTKM_ASSERT( sigLen == sigIn.GetNumberOfValues() );
|
|
|
|
|
|
|
|
// Define a few types
|
|
|
|
typedef typename InputArrayType::ValueType InputValueType;
|
|
|
|
typedef vtkm::cont::ArrayHandle<InputValueType> BasicArrayType;
|
|
|
|
typedef vtkm::cont::ArrayHandleCounting< vtkm::Id > CountingArrayType;
|
|
|
|
typedef vtkm::cont::ArrayHandlePermutation< CountingArrayType, InputArrayType >
|
|
|
|
CountingInputPermute;
|
|
|
|
typedef vtkm::cont::ArrayHandlePermutation< CountingArrayType, BasicArrayType >
|
|
|
|
CountingBasicPermute;
|
|
|
|
|
|
|
|
std::vector<vtkm::Id> xL(3, 0);
|
|
|
|
|
|
|
|
// First IDWT on columns
|
|
|
|
BasicArrayType afterYBuf;
|
2016-08-22 20:49:13 +00:00
|
|
|
afterYBuf.PrepareForOutput( sigLen, DeviceTag() );
|
2016-08-22 21:28:29 +00:00
|
|
|
|
2016-08-11 21:24:48 +00:00
|
|
|
xL[0] = L[1];
|
|
|
|
xL[1] = L[3];
|
|
|
|
xL[2] = L[9];
|
|
|
|
|
2016-08-23 23:52:40 +00:00
|
|
|
vtkm::Float64 elapsedTime = 0.0;
|
2016-08-11 21:24:48 +00:00
|
|
|
for( vtkm::Id x = 0; x < inXLen; x++ )
|
|
|
|
{
|
|
|
|
// make input, output array
|
|
|
|
CountingArrayType inputIdx( x, inXLen, inYLen );
|
|
|
|
CountingInputPermute input( inputIdx, sigIn );
|
|
|
|
BasicArrayType output;
|
|
|
|
|
|
|
|
// perform inverse DWT on a logical column
|
2016-09-05 22:53:44 +00:00
|
|
|
elapsedTime += this->IDWT1D( input, xL, output, false, DeviceTag() );
|
2016-08-11 21:24:48 +00:00
|
|
|
// copy results to a buffer
|
2016-08-22 20:49:13 +00:00
|
|
|
WaveletBase::DeviceCopyStartX( output, afterYBuf, x * inYLen, DeviceTag() );
|
2016-08-11 21:24:48 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
// Second IDWT on rows
|
2016-08-22 20:49:13 +00:00
|
|
|
sigOut.PrepareForOutput( sigLen, DeviceTag() );
|
2016-08-22 21:28:29 +00:00
|
|
|
|
2016-08-11 21:24:48 +00:00
|
|
|
xL[0] = L[0];
|
|
|
|
xL[1] = L[4];
|
|
|
|
xL[2] = L[8];
|
|
|
|
for( vtkm::Id y = 0; y < inYLen; y++ )
|
|
|
|
{
|
|
|
|
// make input, output array
|
|
|
|
CountingArrayType inputIdx( y, inYLen, inXLen );
|
|
|
|
CountingBasicPermute input( inputIdx, afterYBuf );
|
|
|
|
BasicArrayType output;
|
|
|
|
|
|
|
|
// perform inverse DWT on a logical row
|
2016-09-05 22:53:44 +00:00
|
|
|
elapsedTime += this->IDWT1D( input, xL, output, false, DeviceTag() );
|
2016-08-11 21:24:48 +00:00
|
|
|
// copy results to a buffer
|
2016-08-22 20:49:13 +00:00
|
|
|
WaveletBase::DeviceCopyStartX( output, sigOut, y * inXLen, DeviceTag() );
|
2016-08-11 21:24:48 +00:00
|
|
|
}
|
2016-08-09 23:32:13 +00:00
|
|
|
|
2016-08-23 23:52:40 +00:00
|
|
|
return elapsedTime;
|
2016-08-09 23:32:13 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// Func:
|
2016-08-31 14:01:48 +00:00
|
|
|
// Performs one level of 2D discrete wavelet transform
|
|
|
|
// It takes care of boundary conditions.
|
2016-09-01 22:58:20 +00:00
|
|
|
template< typename ArrayInType, typename ArrayOutType, typename DeviceTag >
|
|
|
|
FLOAT_64 DWT2Dv2( const ArrayInType &sigIn,
|
|
|
|
vtkm::Id sigDimX,
|
|
|
|
vtkm::Id sigDimY,
|
|
|
|
ArrayOutType &coeffOut,
|
|
|
|
std::vector<vtkm::Id> &L,
|
|
|
|
DeviceTag )
|
2016-08-09 23:32:13 +00:00
|
|
|
{
|
2016-08-31 14:01:48 +00:00
|
|
|
VTKM_ASSERT( sigDimX * sigDimY == sigIn.GetNumberOfValues() );
|
|
|
|
|
|
|
|
VTKM_ASSERT( L.size() == 10 );
|
|
|
|
L[0] = WaveletBase::GetApproxLength( sigDimX ); L[2] = L[0];
|
|
|
|
L[1] = WaveletBase::GetApproxLength( sigDimY ); L[5] = L[1];
|
|
|
|
L[3] = WaveletBase::GetDetailLength( sigDimY ); L[7] = L[3];
|
|
|
|
L[4] = WaveletBase::GetDetailLength( sigDimX ); L[6] = L[4];
|
|
|
|
L[8] = sigDimX; L[9] = sigDimY;
|
2016-08-09 23:32:13 +00:00
|
|
|
|
2016-08-31 14:01:48 +00:00
|
|
|
vtkm::Id filterLen = WaveletBase::filter.GetFilterLength();
|
|
|
|
bool oddLow = true;
|
|
|
|
if( filterLen % 2 != 0 )
|
|
|
|
oddLow = false;
|
|
|
|
vtkm::Id addLen = filterLen / 2;
|
2016-08-31 22:03:25 +00:00
|
|
|
vtkm::Id sigExtendedDimX, sigExtendedDimY;
|
2016-08-31 14:01:48 +00:00
|
|
|
|
2016-09-01 22:58:20 +00:00
|
|
|
typedef typename ArrayInType::ValueType ValueType;
|
|
|
|
typedef vtkm::cont::ArrayHandle<ValueType> ArrayType;
|
2016-08-31 14:01:48 +00:00
|
|
|
ArrayType sigExtended;
|
2016-08-31 22:03:25 +00:00
|
|
|
|
|
|
|
// First do transform in X direction
|
|
|
|
sigExtendedDimX = sigDimX + 2 * addLen;
|
|
|
|
sigExtendedDimY = sigDimY;
|
2016-09-02 00:47:50 +00:00
|
|
|
this->Extend2D( sigIn, sigDimX, sigDimY, sigExtended, addLen, WaveletBase::wmode,
|
|
|
|
WaveletBase::wmode, false, false, DeviceTag() );
|
2016-08-31 14:01:48 +00:00
|
|
|
vtkm::Id outDimX = sigDimX;
|
|
|
|
vtkm::Id outDimY = sigDimY;
|
2016-08-31 22:03:25 +00:00
|
|
|
ArrayType afterX;
|
|
|
|
afterX.PrepareForOutput( outDimX * outDimY, DeviceTag() );
|
2016-08-31 14:01:48 +00:00
|
|
|
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::Float64 elapsedTime = 0.0;
|
2016-08-31 14:01:48 +00:00
|
|
|
typedef vtkm::worklet::wavelets::ForwardTransform2D ForwardXForm;
|
2016-08-31 22:58:58 +00:00
|
|
|
{
|
2016-08-31 14:01:48 +00:00
|
|
|
ForwardXForm worklet( filterLen, L[0], oddLow, sigExtendedDimX, sigExtendedDimY,
|
|
|
|
outDimX, outDimY );
|
|
|
|
vtkm::worklet::DispatcherMapField< ForwardXForm, DeviceTag > dispatcher( worklet );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-08-31 14:01:48 +00:00
|
|
|
dispatcher.Invoke( sigExtended,
|
|
|
|
WaveletBase::filter.GetLowDecomposeFilter(),
|
|
|
|
WaveletBase::filter.GetHighDecomposeFilter(),
|
2016-08-31 22:03:25 +00:00
|
|
|
afterX );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-08-31 22:58:58 +00:00
|
|
|
}
|
2016-08-31 22:03:25 +00:00
|
|
|
sigExtended.ReleaseResources();
|
|
|
|
|
|
|
|
// Then do transform in Y direction
|
|
|
|
ArrayType afterXTransposed;
|
|
|
|
afterXTransposed.PrepareForOutput( outDimX * outDimY, DeviceTag() );
|
|
|
|
WaveletBase::DeviceTranspose( afterX, outDimX, outDimY,
|
|
|
|
afterXTransposed, outDimY, outDimX,
|
|
|
|
0, 0, DeviceTag() );
|
|
|
|
afterX.ReleaseResources();
|
|
|
|
sigExtendedDimX = sigDimY + 2 * addLen; // sigExtended holds transposed "afterX"
|
|
|
|
sigExtendedDimY = sigDimX;
|
2016-09-01 19:20:22 +00:00
|
|
|
|
2016-09-02 00:47:50 +00:00
|
|
|
this->Extend2D( afterXTransposed, outDimY, outDimX, sigExtended, addLen,
|
|
|
|
WaveletBase::wmode, WaveletBase::wmode,
|
|
|
|
false, false, DeviceTag() );
|
2016-08-31 22:03:25 +00:00
|
|
|
afterXTransposed.ReleaseResources();
|
2016-08-31 22:58:58 +00:00
|
|
|
|
2016-08-31 22:03:25 +00:00
|
|
|
ArrayType afterY;
|
|
|
|
afterY.PrepareForOutput( outDimY * outDimX, DeviceTag() );
|
2016-08-31 22:58:58 +00:00
|
|
|
{
|
2016-08-31 22:03:25 +00:00
|
|
|
ForwardXForm worklet2( filterLen, L[1], oddLow, sigExtendedDimX, sigExtendedDimY,
|
|
|
|
outDimY, outDimX );
|
|
|
|
vtkm::worklet::DispatcherMapField< ForwardXForm, DeviceTag > dispatcher2( worklet2 );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-08-31 22:58:58 +00:00
|
|
|
dispatcher2.Invoke( sigExtended,
|
|
|
|
WaveletBase::filter.GetLowDecomposeFilter(),
|
|
|
|
WaveletBase::filter.GetHighDecomposeFilter(),
|
|
|
|
afterY );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-08-31 22:58:58 +00:00
|
|
|
}
|
2016-08-31 22:03:25 +00:00
|
|
|
sigExtended.ReleaseResources();
|
|
|
|
|
|
|
|
// Transpose to output
|
|
|
|
coeffOut.PrepareForOutput( outDimX * outDimY, DeviceTag() );
|
|
|
|
WaveletBase::DeviceTranspose( afterY, outDimY, outDimX,
|
|
|
|
coeffOut, outDimX, outDimY,
|
|
|
|
0, 0, DeviceTag() );
|
2016-09-06 21:28:46 +00:00
|
|
|
return elapsedTime;
|
2016-08-09 23:32:13 +00:00
|
|
|
}
|
2016-09-01 22:58:20 +00:00
|
|
|
|
|
|
|
|
|
|
|
// Func:
|
|
|
|
// Performs one level of 2D inverse wavelet transform
|
|
|
|
// It takes care of boundary conditions.
|
2016-09-02 00:47:50 +00:00
|
|
|
template< typename ArrayInType, typename ArrayOutType, typename DeviceTag >
|
|
|
|
FLOAT_64 IDWT2Dv2( const ArrayInType &coeffIn,
|
2016-09-01 22:58:20 +00:00
|
|
|
std::vector<vtkm::Id> &L,
|
2016-09-05 22:53:44 +00:00
|
|
|
ArrayOutType &sigOut,
|
2016-09-01 22:58:20 +00:00
|
|
|
DeviceTag )
|
|
|
|
{
|
|
|
|
VTKM_ASSERT( L.size() == 10 );
|
|
|
|
vtkm::Id inDimX = L[0] + L[4];
|
|
|
|
vtkm::Id inDimY = L[1] + L[3];
|
2016-09-02 00:47:50 +00:00
|
|
|
VTKM_ASSERT( inDimX * inDimY == coeffIn.GetNumberOfValues() );
|
2016-09-01 22:58:20 +00:00
|
|
|
|
2016-09-02 00:47:50 +00:00
|
|
|
vtkm::Id filterLen = WaveletBase::filter.GetFilterLength();
|
2016-09-06 01:52:35 +00:00
|
|
|
typedef vtkm::worklet::wavelets::InverseTransform2DOdd IdwtOddWorklet;
|
|
|
|
typedef vtkm::worklet::wavelets::InverseTransform2DEven IdwtEvenWorklet;
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::Float64 elapsedTime = 0.0;
|
2016-09-01 22:58:20 +00:00
|
|
|
|
|
|
|
// First inverse transform on columns
|
2016-09-02 00:47:50 +00:00
|
|
|
ArrayInType beforeY, beforeYExtend;
|
2016-09-06 01:52:35 +00:00
|
|
|
vtkm::Id beforeYDimX = inDimY;
|
|
|
|
vtkm::Id beforeYDimY = inDimX;
|
|
|
|
beforeY.PrepareForOutput( beforeYDimX * beforeYDimY, DeviceTag() );
|
2016-09-01 22:58:20 +00:00
|
|
|
WaveletBase::DeviceTranspose( coeffIn, inDimX, inDimY,
|
2016-09-06 01:52:35 +00:00
|
|
|
beforeY, beforeYDimX, beforeYDimY,
|
|
|
|
0, 0, DeviceTag() );
|
|
|
|
vtkm::Id cATempLen, beforeYExtendDimX;
|
|
|
|
vtkm::Id beforeYExtendDimY = beforeYDimY;
|
|
|
|
this->IDWTHelper( beforeY, L[1], L[3], beforeYDimY,
|
|
|
|
beforeYExtend, cATempLen, beforeYExtendDimX,
|
|
|
|
filterLen, wmode, DeviceTag() );
|
|
|
|
beforeY.ReleaseResources();
|
|
|
|
|
|
|
|
ArrayInType afterY;
|
|
|
|
vtkm::Id afterYDimX = beforeYDimX;
|
|
|
|
vtkm::Id afterYDimY = beforeYDimY;
|
|
|
|
afterY.PrepareForOutput( afterYDimX * afterYDimY, DeviceTag() );
|
|
|
|
if( filterLen % 2 != 0 )
|
|
|
|
{
|
|
|
|
IdwtOddWorklet worklet( filterLen, beforeYExtendDimX, beforeYExtendDimY,
|
|
|
|
afterYDimX, afterYDimY, cATempLen );
|
|
|
|
vtkm::worklet::DispatcherMapField<IdwtOddWorklet, DeviceTag>
|
|
|
|
dispatcher( worklet );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-09-06 01:52:35 +00:00
|
|
|
dispatcher.Invoke( beforeYExtend,
|
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
|
|
|
afterY );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-09-06 01:52:35 +00:00
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
|
|
|
IdwtEvenWorklet worklet( filterLen, beforeYExtendDimX, beforeYExtendDimY,
|
|
|
|
afterYDimX, afterYDimY, cATempLen );
|
|
|
|
vtkm::worklet::DispatcherMapField<IdwtEvenWorklet, DeviceTag>
|
|
|
|
dispatcher( worklet );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-09-06 01:52:35 +00:00
|
|
|
dispatcher.Invoke( beforeYExtend,
|
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
|
|
|
afterY );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-09-06 01:52:35 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
beforeYExtend.ReleaseResources();
|
|
|
|
|
|
|
|
// Second inverse transform on rows
|
|
|
|
ArrayInType beforeX, beforeXExtend;
|
|
|
|
vtkm::Id beforeXDimX = afterYDimY;
|
|
|
|
vtkm::Id beforeXDimY = afterYDimX;
|
|
|
|
vtkm::Id beforeXExtendDimX;
|
|
|
|
vtkm::Id beforeXExtendDimY = beforeXDimY;
|
|
|
|
|
|
|
|
beforeX.PrepareForOutput( beforeXDimX * beforeXDimY, DeviceTag() );
|
|
|
|
WaveletBase::DeviceTranspose( afterY, afterYDimX, afterYDimY,
|
|
|
|
beforeX, beforeXDimX, beforeXDimY,
|
2016-09-01 22:58:20 +00:00
|
|
|
0, 0, DeviceTag() );
|
2016-09-06 01:52:35 +00:00
|
|
|
this->IDWTHelper( beforeX, L[0], L[4], beforeXDimY,
|
|
|
|
beforeXExtend, cATempLen, beforeXExtendDimX,
|
2016-09-05 22:53:44 +00:00
|
|
|
filterLen, wmode, DeviceTag() );
|
2016-09-06 01:52:35 +00:00
|
|
|
beforeX.ReleaseResources();
|
2016-09-05 22:53:44 +00:00
|
|
|
|
2016-09-06 01:52:35 +00:00
|
|
|
ArrayInType afterX;
|
|
|
|
vtkm::Id afterXDimX = beforeXDimX;
|
|
|
|
vtkm::Id afterXDimY = beforeXDimY;
|
|
|
|
afterX.PrepareForOutput( afterXDimX * afterXDimY, DeviceTag() );
|
|
|
|
if( filterLen % 2 != 0 )
|
2016-09-05 22:53:44 +00:00
|
|
|
{
|
2016-09-06 01:52:35 +00:00
|
|
|
IdwtOddWorklet worklet( filterLen, beforeXExtendDimX, beforeXExtendDimY,
|
|
|
|
afterXDimX, afterXDimY, cATempLen );
|
|
|
|
vtkm::worklet::DispatcherMapField<IdwtOddWorklet, DeviceTag>
|
|
|
|
dispatcher( worklet );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-09-06 01:52:35 +00:00
|
|
|
dispatcher.Invoke( beforeXExtend,
|
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
|
|
|
afterX );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-09-05 22:53:44 +00:00
|
|
|
}
|
2016-09-06 01:52:35 +00:00
|
|
|
else
|
|
|
|
{
|
|
|
|
IdwtEvenWorklet worklet( filterLen, beforeXExtendDimX, beforeXExtendDimY,
|
|
|
|
afterXDimX, afterXDimY, cATempLen );
|
|
|
|
vtkm::worklet::DispatcherMapField<IdwtEvenWorklet, DeviceTag>
|
|
|
|
dispatcher( worklet );
|
2016-09-06 21:28:46 +00:00
|
|
|
vtkm::cont::Timer<> timer;
|
2016-09-06 01:52:35 +00:00
|
|
|
dispatcher.Invoke( beforeXExtend,
|
|
|
|
WaveletBase::filter.GetLowReconstructFilter(),
|
|
|
|
WaveletBase::filter.GetHighReconstructFilter(),
|
|
|
|
afterX );
|
2016-09-06 21:28:46 +00:00
|
|
|
elapsedTime += timer.GetElapsedTime();
|
2016-09-06 01:52:35 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
sigOut = afterX;
|
|
|
|
|
2016-09-06 21:28:46 +00:00
|
|
|
return elapsedTime;
|
2016-09-01 22:58:20 +00:00
|
|
|
}
|
2016-09-02 00:47:50 +00:00
|
|
|
|
|
|
|
|
2016-09-05 22:53:44 +00:00
|
|
|
// decides the correct extension modes for cA and cD separately,
|
|
|
|
// and then extend them to get ready for IDWT
|
2016-09-02 00:47:50 +00:00
|
|
|
template< typename ArrayInType, typename ArrayOutType, typename DeviceTag >
|
|
|
|
void IDWTHelper( const ArrayInType &coeffIn,
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id cADimX, // of codffIn
|
|
|
|
vtkm::Id cDDimX, // of codffIn
|
|
|
|
vtkm::Id inDimY, // of codffIn
|
2016-09-02 00:47:50 +00:00
|
|
|
ArrayOutType &coeffExtend,
|
2016-09-06 01:52:35 +00:00
|
|
|
vtkm::Id &cATempLen, // output
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id &coeffExtendDimX, // output
|
2016-09-02 00:47:50 +00:00
|
|
|
vtkm::Id filterLen,
|
|
|
|
DWTMode mode,
|
|
|
|
DeviceTag )
|
2016-09-01 22:58:20 +00:00
|
|
|
{
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id inDimX = cADimX + cDDimX;
|
2016-09-02 00:47:50 +00:00
|
|
|
|
2016-09-01 22:58:20 +00:00
|
|
|
// determine extension modes
|
|
|
|
DWTMode cALeft, cARight, cDLeft, cDRight;
|
|
|
|
cALeft = cARight = cDLeft = cDRight = mode;
|
|
|
|
if( mode == SYMH )
|
|
|
|
{
|
|
|
|
cDLeft = ASYMH;
|
2016-09-05 22:53:44 +00:00
|
|
|
if( inDimX % 2 != 0 )
|
2016-09-01 22:58:20 +00:00
|
|
|
{
|
|
|
|
cARight = SYMW;
|
|
|
|
cDRight = ASYMW;
|
|
|
|
}
|
|
|
|
else
|
2016-09-05 22:53:44 +00:00
|
|
|
cDRight = ASYMH;
|
2016-09-01 22:58:20 +00:00
|
|
|
}
|
2016-09-05 22:53:44 +00:00
|
|
|
else // mode == SYMW
|
2016-09-01 22:58:20 +00:00
|
|
|
{
|
2016-09-05 22:53:44 +00:00
|
|
|
cDLeft = SYMH;
|
|
|
|
if( inDimX % 2 != 0 )
|
2016-09-01 22:58:20 +00:00
|
|
|
{
|
2016-09-05 22:53:44 +00:00
|
|
|
cARight = SYMW;
|
|
|
|
cDRight = SYMH;
|
2016-09-01 22:58:20 +00:00
|
|
|
}
|
|
|
|
else
|
2016-09-05 22:53:44 +00:00
|
|
|
cARight = SYMH;
|
2016-09-01 22:58:20 +00:00
|
|
|
}
|
|
|
|
// determine length after extension
|
2016-09-06 01:52:35 +00:00
|
|
|
vtkm::Id cDTempLen; // cD dimension after extension. cA is passed in
|
2016-09-01 22:58:20 +00:00
|
|
|
vtkm::Id cDPadLen = 0;
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id addLen = filterLen / 4; // addLen == 0 for Haar kernel
|
|
|
|
if( (cADimX > cDDimX) && (mode == SYMH) )
|
|
|
|
cDPadLen = cADimX;
|
|
|
|
cATempLen = cADimX + 2 * addLen;
|
2016-09-01 22:58:20 +00:00
|
|
|
cDTempLen = cATempLen;
|
|
|
|
|
2016-09-02 00:47:50 +00:00
|
|
|
// extract cA
|
|
|
|
vtkm::Id cADimY = inDimY;
|
|
|
|
ArrayInType cA, cATemp;
|
|
|
|
cA.PrepareForOutput( cADimX * cADimY, DeviceTag() );
|
|
|
|
WaveletBase::DeviceRectangleCopyFrom( cA, cADimX, cADimY,
|
|
|
|
coeffIn, inDimX, inDimY,
|
|
|
|
0, 0, DeviceTag() );
|
|
|
|
// extend cA
|
|
|
|
this->Extend2D( cA, cADimX, cADimY, cATemp, addLen,
|
|
|
|
cALeft, cARight, false, false, DeviceTag() );
|
|
|
|
cA.ReleaseResources();
|
|
|
|
|
|
|
|
// extract cD
|
|
|
|
vtkm::Id cDDimY = inDimY;
|
|
|
|
ArrayInType cD, cDTemp;
|
|
|
|
cD.PrepareForOutput( cDDimX * cDDimY, DeviceTag() );
|
|
|
|
WaveletBase::DeviceRectangleCopyFrom( cD, cDDimX, cDDimY,
|
|
|
|
coeffIn, inDimX, inDimY,
|
|
|
|
cADimX, 0, DeviceTag() );
|
|
|
|
// extend cD
|
|
|
|
if( cDPadLen > 0 )
|
2016-09-05 22:53:44 +00:00
|
|
|
{
|
2016-09-02 00:47:50 +00:00
|
|
|
this->Extend2D( cD, cDDimX, cDDimY, cDTemp, addLen,
|
|
|
|
cDLeft, cDRight, true, false, DeviceTag() );
|
2016-09-05 22:53:44 +00:00
|
|
|
}
|
2016-09-02 00:47:50 +00:00
|
|
|
else
|
|
|
|
{
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id cDTempLenWouldBe = cDDimX + 2 * addLen;
|
2016-09-02 00:47:50 +00:00
|
|
|
if( cDTempLenWouldBe == cDTempLen )
|
|
|
|
this->Extend2D( cD, cDDimX, cDDimY, cDTemp, addLen,
|
|
|
|
cDLeft, cDRight, false, false, DeviceTag());
|
|
|
|
else if( cDTempLenWouldBe == cDTempLen - 1 )
|
|
|
|
this->Extend2D( cD, cDDimX, cDDimY, cDTemp, addLen,
|
|
|
|
cDLeft, cDRight, false, true , DeviceTag());
|
|
|
|
else
|
|
|
|
vtkm::cont::ErrorControlInternal("cDTemp Length not match!");
|
|
|
|
}
|
|
|
|
cD.ReleaseResources();
|
|
|
|
|
|
|
|
// combine cATemp and cDTemp
|
|
|
|
coeffExtendDimX = cATempLen + cDTempLen;
|
2016-09-05 22:53:44 +00:00
|
|
|
vtkm::Id coeffExtendDimY = inDimY;
|
2016-09-02 00:47:50 +00:00
|
|
|
coeffExtend.PrepareForOutput( coeffExtendDimX * coeffExtendDimY, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( cATemp, cATempLen, cADimY,
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coeffExtend, coeffExtendDimX, coeffExtendDimY,
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0, 0, DeviceTag() );
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WaveletBase::DeviceRectangleCopyTo( cDTemp, cDTempLen, cDDimY,
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coeffExtend, coeffExtendDimX, coeffExtendDimY,
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cATempLen, 0, DeviceTag() );
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2016-09-01 22:58:20 +00:00
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}
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2016-08-31 22:03:25 +00:00
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};
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2016-07-27 20:28:38 +00:00
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} // namespace wavelets
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} // namespace worklet
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} // namespace vtkm
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#endif
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