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Hillshade renderer speed improvements 
While working on OpenCL stuff I've got an advice
from Nyall and Even regarding some speed improvement
used by GDAL DEM, and here they are.

According to my measurements the speed gain is roughly:

+ 20% for unidirectional
+ 70% for multi directional
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@elpaso
elpaso committed Jul 13, 2018
1 parent be99819 commit 6353715f713e4e118c4b4c7ece354c4c3e8dec31
Unified Split
Showing with 95 additions and 49 deletions.
  1. +95 −49 src/core/raster/qgshillshaderenderer.cpp
144 src/core/raster/qgshillshaderenderer.cpp
View file
@@ -24,6 +24,11 @@
#include "qgsrectangle.h"
#include <memory>

#ifdef QGISDEBUG
#include "qgsmessagelog.h"
#include <chrono>
#endif

QgsHillshadeRenderer::QgsHillshadeRenderer( QgsRasterInterface *input, int band, double lightAzimuth, double lightAngle ):
QgsRasterRenderer( input, QStringLiteral( "hillshade" ) )
, mBand( band )
@@ -122,21 +127,34 @@ QgsRasterBlock *QgsHillshadeRenderer::block( int bandNo, const QgsRectangle &ext
return outputBlock.release();
}

double cellXSize = extent.width() / double( width );
double cellYSize = extent.height() / double( height );
double zenithRad = std::max( 0.0, 90 - mLightAngle ) * M_PI / 180.0;
double azimuthRad = -1 * mLightAzimuth * M_PI / 180.0;
double cosZenithRad = std::cos( zenithRad );
double sinZenithRad = std::sin( zenithRad );

// Multi direction hillshade: http://pubs.usgs.gov/of/1992/of92-422/of92-422.pdf
double angle0Rad = ( -1 * mLightAzimuth - 45 - 45 * 0.5 ) * M_PI / 180.0;
double angle1Rad = ( -1 * mLightAzimuth - 45 * 0.5 ) * M_PI / 180.0;
double angle2Rad = ( -1 * mLightAzimuth + 45 * 0.5 ) * M_PI / 180.0;
double angle3Rad = ( -1 * mLightAzimuth + 45 + 45 * 0.5 ) * M_PI / 180.0;
float cellXSize = extent.width() / float( width );
float cellYSize = extent.height() / float( height );
float zenithRad = std::max( 0.0, 90 - mLightAngle ) * M_PI / 180.0;
float azimuthRad = -1 * mLightAzimuth * M_PI / 180.0;
float cosZenithRad = std::cos( zenithRad );
float sinZenithRad = std::sin( zenithRad );

// For fast formula from GDAL DEM
float cos_alt_mul_z = cosZenithRad * mZFactor;
float cos_az_mul_cos_alt_mul_z = std::cos( azimuthRad ) * cos_alt_mul_z;
float sin_az_mul_cos_alt_mul_z = std::sin( azimuthRad ) * cos_alt_mul_z;
float cos_az_mul_cos_alt_mul_z_mul_254 = 254.0 * cos_az_mul_cos_alt_mul_z;
float sin_az_mul_cos_alt_mul_z_mul_254 = 254.0 * sin_az_mul_cos_alt_mul_z;
float square_z = mZFactor * mZFactor;
float sinZenithRad_mul_254 = 254.0 * sinZenithRad;

// For multi directional
float sinZenithRad_mul_127 = 127.0 * sinZenithRad;
// 127.0 * std::cos(225.0 * M_PI / 180.0) = -32.87001872802012
float cos225_az_mul_cos_alt_mul_z_mul_127 = -32.87001872802012f * cos_alt_mul_z;
float cos_alt_mul_z_mul_127 = 127.0 * cos_alt_mul_z;

QRgb myDefaultColor = NODATA_COLOR;

#ifdef QGISDEBUG
std::chrono::time_point<std::chrono::system_clock> startTime( std::chrono::system_clock::now() );
#endif

for ( qgssize i = 0; i < ( qgssize )height; i++ )
{

@@ -182,15 +200,15 @@ QgsRasterBlock *QgsHillshadeRenderer::block( int bandNo, const QgsRectangle &ext
jRight = j;
}

double x11;
double x21;
double x31;
double x12;
double x22; // Working cell
double x32;
double x13;
double x23;
double x33;
float x11;
float x21;
float x31;
float x12;
float x22; // Working cell
float x32;
float x13;
float x23;
float x33;

// This is center cell. It is not nodata. Use this in place of nodata neighbors
x22 = inputBlock->value( i, j );
@@ -207,43 +225,64 @@ QgsRasterBlock *QgsHillshadeRenderer::block( int bandNo, const QgsRectangle &ext
x23 = inputBlock->isNoData( i, jRight ) ? x22 : inputBlock->value( i, jRight );
x33 = inputBlock->isNoData( iDown, jRight ) ? x22 : inputBlock->value( iDown, jRight );

double derX = calcFirstDerX( x11, x21, x31, x12, x22, x32, x13, x23, x33, cellXSize );
double derY = calcFirstDerY( x11, x21, x31, x12, x22, x32, x13, x23, x33, cellYSize );
float derX = calcFirstDerX( x11, x21, x31, x12, x22, x32, x13, x23, x33, cellXSize );
float derY = calcFirstDerY( x11, x21, x31, x12, x22, x32, x13, x23, x33, cellYSize );

double slopeRad = std::atan( mZFactor * std::sqrt( derX * derX + derY * derY ) );
double aspectRad = std::atan2( derX, -derY );


double grayValue;
float grayValue;
if ( !mMultiDirectional )
{
// Standard single direction hillshade
grayValue = qBound( 0.0, 255.0 * ( cosZenithRad * std::cos( slopeRad )
+ sinZenithRad * std::sin( slopeRad )
* std::cos( azimuthRad - aspectRad ) ), 255.0 );
// Fast formula from GDAL DEM
grayValue = qBound( 0.0f, ( sinZenithRad_mul_254 -
( derY * cos_az_mul_cos_alt_mul_z_mul_254 -
derX * sin_az_mul_cos_alt_mul_z_mul_254 ) ) /
std::sqrt( 1 + square_z * ( derX * derX + derY * derY ) )
, 255.0f );
}
else
{
// Weighted multi direction as in http://pubs.usgs.gov/of/1992/of92-422/of92-422.pdf
double weight0 = std::sin( aspectRad - angle0Rad );
double weight1 = std::sin( aspectRad - angle1Rad );
double weight2 = std::sin( aspectRad - angle2Rad );
double weight3 = std::sin( aspectRad - angle3Rad );
weight0 = weight0 * weight0;
weight1 = weight1 * weight1;
weight2 = weight2 * weight2;
weight3 = weight3 * weight3;

double cosSlope = cosZenithRad * std::cos( slopeRad );
double sinSlope = sinZenithRad * std::sin( slopeRad );
double color0 = cosSlope + sinSlope * std::cos( angle0Rad - aspectRad );
double color1 = cosSlope + sinSlope * std::cos( angle1Rad - aspectRad );
double color2 = cosSlope + sinSlope * std::cos( angle2Rad - aspectRad );
double color3 = cosSlope + sinSlope * std::cos( angle3Rad - aspectRad );
grayValue = qBound( 0.0, 255 * ( weight0 * color0 + weight1 * color1 + weight2 * color2 + weight3 * color3 ) * 0.5, 255.0 );
// Fast formula from GDAL DEM
const float xx = derX * derX;
const float yy = derY * derY;
const float xx_plus_yy = xx + yy;
// Flat? -> white
if ( xx_plus_yy == 0.0 )
{
grayValue = qBound( 0.0f, 255.0f * static_cast<float>( 1.0 + sinZenithRad_mul_254 ), 255.0f );
}
else
{
// ... then the shade value from different azimuth
float val225_mul_127 = sinZenithRad_mul_127 +
( derX - derY ) * cos225_az_mul_cos_alt_mul_z_mul_127;
val225_mul_127 = ( val225_mul_127 <= 0.0 ) ? 0.0 : val225_mul_127;
float val270_mul_127 = sinZenithRad_mul_127 -
derX * cos_alt_mul_z_mul_127;
val270_mul_127 = ( val270_mul_127 <= 0.0 ) ? 0.0 : val270_mul_127;
float val315_mul_127 = sinZenithRad_mul_127 +
( derX + derY ) * cos225_az_mul_cos_alt_mul_z_mul_127;
val315_mul_127 = ( val315_mul_127 <= 0.0 ) ? 0.0 : val315_mul_127;
float val360_mul_127 = sinZenithRad_mul_127 -
derY * cos_alt_mul_z_mul_127;
val360_mul_127 = ( val360_mul_127 <= 0.0 ) ? 0.0 : val360_mul_127;

// ... then the weighted shading
const float weight_225 = 0.5 * xx_plus_yy - derX * derY;
const float weight_270 = xx;
const float weight_315 = xx_plus_yy - weight_225;
const float weight_360 = yy;
const float cang_mul_127 = (
( weight_225 * val225_mul_127 +
weight_270 * val270_mul_127 +
weight_315 * val315_mul_127 +
weight_360 * val360_mul_127 ) / xx_plus_yy ) /
( 1 + square_z * xx_plus_yy );

grayValue = qBound( 0.0f, 1.0f + cang_mul_127, 255.0f );
}
}

double currentAlpha = mOpacity;
float currentAlpha = mOpacity;
if ( mRasterTransparency )
{
currentAlpha = mRasterTransparency->alphaValue( x22, mOpacity * 255 ) / 255.0;
@@ -264,6 +303,13 @@ QgsRasterBlock *QgsHillshadeRenderer::block( int bandNo, const QgsRectangle &ext
}
}

#ifdef QGISDEBUG
QgsMessageLog::logMessage( QStringLiteral( "CPU Rendering time for hillshade (%2 x %3 ): %4 ms" )
.arg( width )
.arg( height )
.arg( std::chrono::duration_cast<std::chrono::milliseconds>( std::chrono::system_clock::now() - startTime ).count() ) );
#endif

return outputBlock.release();
}

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