Use CompositeGeometryManager for FDK

Also fix a number of scaling/weighting issues in FDK, and
switch to standard cone_bp with FDKWeighting for the BP step.

8 files changed, 176 insertions, 245 deletions

diff --git a/cuda/2d/astra.cu b/cuda/2d/astra.cu
index 7317d69..b56ddf9 100644
--- a/cuda/2d/astra.cu
+++ b/cuda/2d/astra.cu
@@ -343,7 +343,7 @@ bool AstraFBP::run()
 		dims3d.iProjV = 1;
 
 		astraCUDA3d::FDK_PreWeight(tmp, pData->fOriginSourceDistance,
-		              pData->fOriginDetectorDistance, 0.0f, 0.0f,
+		              pData->fOriginDetectorDistance, 0.0f,
 		              pData->dims.fDetScale, 1.0f, // TODO: Are these correct?
 		              pData->bShortScan, dims3d, pData->angles);
 	}
diff --git a/cuda/2d/fft.cu b/cuda/2d/fft.cu
index 2bfd493..a84b2cc 100644
--- a/cuda/2d/fft.cu
+++ b/cuda/2d/fft.cu
@@ -35,6 +35,7 @@ $Id$
 #include <fstream>
 
 #include "../../include/astra/Logging.h"
+#include "../../include/astra/Fourier.h"
 
 using namespace astra;
 
@@ -303,6 +304,8 @@ void genFilter(E_FBPFILTER _eFilter, float _fD, int _iProjectionCount,
 	float * pfFilt = new float[_iFFTFourierDetectorCount];
 	float * pfW = new float[_iFFTFourierDetectorCount];
 
+#if 1
+
 	for(int iDetectorIndex = 0; iDetectorIndex < _iFFTFourierDetectorCount; iDetectorIndex++)
 	{
 		float fRelIndex = (float)iDetectorIndex / (float)_iFFTRealDetectorCount;
@@ -314,6 +317,48 @@ void genFilter(E_FBPFILTER _eFilter, float _fD, int _iProjectionCount,
 		// w = 2*pi*(0:size(filt,2)-1)/order
 		pfW[iDetectorIndex] = 3.1415f * 2.0f * fRelIndex;
 	}
+#else
+
+	float *pfRealIn = new float[_iFFTRealDetectorCount];
+	float *pfImagIn = new float[_iFFTRealDetectorCount];
+	float *pfRealOut = new float[_iFFTRealDetectorCount];
+	float *pfImagOut = new float[_iFFTRealDetectorCount];
+
+	for (int i = 0; i < _iFFTRealDetectorCount; ++i) {
+		pfImagIn[i] = 0.0f;
+		pfRealOut[i] = 0.0f;
+		pfImagOut[i] = 0.0f;
+
+		if (i & 1) {
+			int j = i;
+			if (2*j > _iFFTRealDetectorCount)
+				j = _iFFTRealDetectorCount - j;
+			float f = M_PI * j;
+			pfRealIn[i] = -1 / (f*f);
+		} else {
+			pfRealIn[i] = 0.0f;
+		}
+	}
+
+	pfRealIn[0] = 0.25f;
+
+	fastTwoPowerFourierTransform1D(_iFFTRealDetectorCount, pfRealIn, pfImagIn,
+	                               pfRealOut, pfImagOut, 1, 1, false);
+
+	for(int iDetectorIndex = 0; iDetectorIndex < _iFFTFourierDetectorCount; iDetectorIndex++)
+	{
+		float fRelIndex = (float)iDetectorIndex / (float)_iFFTRealDetectorCount;
+
+		pfFilt[iDetectorIndex] = 2.0f * pfRealOut[iDetectorIndex];
+		pfW[iDetectorIndex] = M_PI * 2.0f * fRelIndex;
+	}
+
+	delete[] pfRealIn;
+	delete[] pfImagIn;
+	delete[] pfRealOut;
+	delete[] pfImagOut;
+
+#endif
 
 	switch(_eFilter)
 	{
diff --git a/cuda/3d/astra3d.cu b/cuda/3d/astra3d.cu
index dd6d551..91f4530 100644
--- a/cuda/3d/astra3d.cu
+++ b/cuda/3d/astra3d.cu
@@ -1291,84 +1291,4 @@ bool astraCudaBP_SIRTWeighted(float* pfVolume,
 
 
 
-bool astraCudaFDK(float* pfVolume, const float* pfProjections,
-                  const CVolumeGeometry3D* pVolGeom,
-                  const CConeProjectionGeometry3D* pProjGeom,
-                  bool bShortScan,
-                  int iGPUIndex, int iVoxelSuperSampling)
-{
-	SDimensions3D dims;
-	SProjectorParams3D params;
-
-	params.iRaysPerVoxelDim = iVoxelSuperSampling;
-
-	bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims);
-
-	// TODO: Check that pVolGeom is normalized, since we don't support
-	// other volume geometries yet
-
-	if (!ok)
-		return false;
-
-
-	if (iVoxelSuperSampling == 0)
-		return false;
-
-	if (iGPUIndex != -1) {
-		cudaSetDevice(iGPUIndex);
-		cudaError_t err = cudaGetLastError();
-
-		// Ignore errors caused by calling cudaSetDevice multiple times
-		if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess)
-			return false;
-	}
-
-	cudaPitchedPtr D_volumeData = allocateVolumeData(dims);
-	ok = D_volumeData.ptr;
-	if (!ok)
-		return false;
-
-	cudaPitchedPtr D_projData = allocateProjectionData(dims);
-	ok = D_projData.ptr;
-	if (!ok) {
-		cudaFree(D_volumeData.ptr);
-		return false;
-	}
-
-	ok &= copyProjectionsToDevice(pfProjections, D_projData, dims, dims.iProjU);
-
-	ok &= zeroVolumeData(D_volumeData, dims);
-
-	if (!ok) {
-		cudaFree(D_volumeData.ptr);
-		cudaFree(D_projData.ptr);
-		return false;
-	}
-
-	float fOriginSourceDistance = pProjGeom->getOriginSourceDistance();
-	float fOriginDetectorDistance = pProjGeom->getOriginDetectorDistance();
-	float fDetUSize = pProjGeom->getDetectorSpacingX();
-	float fDetVSize = pProjGeom->getDetectorSpacingY();
-	const float *pfAngles = pProjGeom->getProjectionAngles();
-
-
-	// TODO: Offer interface for SrcZ, DetZ
-	// TODO: Voxel scaling
-	ok &= FDK(D_volumeData, D_projData, fOriginSourceDistance,
-	          fOriginDetectorDistance, 0, 0, fDetUSize, fDetVSize,
-	          dims, pfAngles, bShortScan);
-
-	ok &= copyVolumeFromDevice(pfVolume, D_volumeData, dims, dims.iVolX);
-
-
-	cudaFree(D_volumeData.ptr);
-	cudaFree(D_projData.ptr);
-
-	return ok;
-
-}
-
-
-
-
 }
diff --git a/cuda/3d/astra3d.h b/cuda/3d/astra3d.h
index 3345ab8..93bf576 100644
--- a/cuda/3d/astra3d.h
+++ b/cuda/3d/astra3d.h
@@ -309,13 +309,6 @@ _AstraExport bool astraCudaBP_SIRTWeighted(float* pfVolume, const float* pfProje
                       const CProjectionGeometry3D* pProjGeom,
                       int iGPUIndex, int iVoxelSuperSampling);
 
-_AstraExport bool astraCudaFDK(float* pfVolume, const float* pfProjections,
-                  const CVolumeGeometry3D* pVolGeom,
-                  const CConeProjectionGeometry3D* pProjGeom,
-                  bool bShortScan,
-                  int iGPUIndex, int iVoxelSuperSampling);
-
-
 }
 
 
diff --git a/cuda/3d/fdk.cu b/cuda/3d/fdk.cu
index 0e13be1..d847eee 100644
--- a/cuda/3d/fdk.cu
+++ b/cuda/3d/fdk.cu
@@ -41,8 +41,11 @@ $Id$
 
 #include "dims3d.h"
 #include "arith3d.h"
+#include "cone_bp.h"
 #include "../2d/fft.h"
 
+#include "../../include/astra/Logging.h"
+
 typedef texture<float, 3, cudaReadModeElementType> texture3D;
 
 static texture3D gT_coneProjTexture;
@@ -86,129 +89,7 @@ static bool bindProjDataTexture(const cudaArray* array)
 }
 
 
-__global__ void devBP_FDK(void* D_volData, unsigned int volPitch, int startAngle, float fSrcOrigin, float fDetOrigin, float fSrcZ, float fDetZ, float fInvDetUSize, float fInvDetVSize, const SDimensions3D dims)
-{
-	float* volData = (float*)D_volData;
-
-	int endAngle = startAngle + g_anglesPerBlock;
-	if (endAngle > dims.iProjAngles)
-		endAngle = dims.iProjAngles;
-
-	// threadIdx: x = rel x
-	//            y = rel y
-
-	// blockIdx:  x = x + y
-    //            y = z
-
-
-	// TO TRY: precompute part of detector intersection formulas in shared mem?
-	// TO TRY: inner loop over z, gather ray values in shared mem
-
-	const int X = blockIdx.x % ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockX + threadIdx.x;
-	const int Y = blockIdx.x / ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockY + threadIdx.y;
-
-	if (X > dims.iVolX)
-		return;
-	if (Y > dims.iVolY)
-		return;
-
-	const int startZ = blockIdx.y * g_volBlockZ;
-	int endZ = startZ + g_volBlockZ;
-	if (endZ > dims.iVolZ)
-		endZ = dims.iVolZ;
-
-	float fX = X - 0.5f*dims.iVolX + 0.5f;
-	float fY = Y - 0.5f*dims.iVolY + 0.5f;
-	float fZ = startZ - 0.5f*dims.iVolZ + 0.5f - fSrcZ;
-
-	const float fU_base = 0.5f*dims.iProjU - 0.5f + 0.5f;
-	const float fV_base = 0.5f*dims.iProjV - 0.5f + 0.5f + (fDetZ-fSrcZ);
-
-	// Note re. fZ/rV_base: the computations below are all relative to the
-	// optical axis, so we do the Z-adjustments beforehand.
-
-	for (int Z = startZ; Z < endZ; ++Z, fZ += 1.0f)
-	{
-
-		float fVal = 0.0f;
-		float fAngle = startAngle + 0.5f;
-
-		for (int angle = startAngle; angle < endAngle; ++angle, fAngle += 1.0f)
-		{
-
-			const float cos_theta = gC_angle_cos[angle];
-			const float sin_theta = gC_angle_sin[angle];
-
-			const float fR = fSrcOrigin;
-			const float fD = fR - fX * sin_theta + fY * cos_theta;
-			float fWeight = fR / fD;
-			fWeight *= fWeight;
-
-			const float fScaleFactor = (fR + fDetOrigin) / fD;
-			const float fU = fU_base + (fX*cos_theta+fY*sin_theta) * fScaleFactor * fInvDetUSize;
-			const float fV = fV_base + fZ * fScaleFactor * fInvDetVSize;
-
-			fVal += tex3D(gT_coneProjTexture, fU, fAngle, fV);
-
-		}
-
-		volData[(Z*dims.iVolY+Y)*volPitch+X] += fVal;
-//		projData[(angle*dims.iProjV+detectorV)*projPitch+detectorU] = 10.0f;
-//		if (threadIdx.x == 0 && threadIdx.y == 0) { printf("%d,%d,%d [%d / %d] -> %f\n", angle, detectorU, detectorV, (angle*dims.iProjV+detectorV)*projPitch+detectorU, projPitch, projData[(angle*dims.iProjV+detectorV)*projPitch+detectorU]); }
-	}
-
-}
-
-
-bool FDK_BP(cudaPitchedPtr D_volumeData,
-            cudaPitchedPtr D_projData,
-            float fSrcOrigin, float fDetOrigin,
-            float fSrcZ, float fDetZ, float fDetUSize, float fDetVSize,
-            const SDimensions3D& dims, const float* angles)
-{
-	// transfer projections to array
-
-	cudaArray* cuArray = allocateProjectionArray(dims);
-	transferProjectionsToArray(D_projData, cuArray, dims);
-
-	bindProjDataTexture(cuArray);
-
-	float* angle_sin = new float[dims.iProjAngles];
-	float* angle_cos = new float[dims.iProjAngles];
-
-	for (unsigned int i = 0; i < dims.iProjAngles; ++i) {
-		angle_sin[i] = sinf(angles[i]);
-		angle_cos[i] = cosf(angles[i]);
-	}
-	cudaError_t e1 = cudaMemcpyToSymbol(gC_angle_sin, angle_sin, dims.iProjAngles*sizeof(float), 0, cudaMemcpyHostToDevice);
-	cudaError_t e2 = cudaMemcpyToSymbol(gC_angle_cos, angle_cos, dims.iProjAngles*sizeof(float), 0, cudaMemcpyHostToDevice);
-	assert(e1 == cudaSuccess);
-	assert(e2 == cudaSuccess);
-
-	delete[] angle_sin;
-	delete[] angle_cos;
-
-	dim3 dimBlock(g_volBlockX, g_volBlockY);
-
-	dim3 dimGrid(((dims.iVolX+g_volBlockX-1)/g_volBlockX)*((dims.iVolY+g_volBlockY-1)/g_volBlockY), (dims.iVolZ+g_volBlockZ-1)/g_volBlockZ);
-
-	// timeval t;
-	// tic(t);
-
-	for (unsigned int i = 0; i < dims.iProjAngles; i += g_anglesPerBlock) {
-		devBP_FDK<<<dimGrid, dimBlock>>>(D_volumeData.ptr, D_volumeData.pitch/sizeof(float), i, fSrcOrigin, fDetOrigin, fSrcZ, fDetZ, 1.0f / fDetUSize, 1.0f / fDetVSize, dims);
-	}
-
-	cudaTextForceKernelsCompletion();
-
-	cudaFreeArray(cuArray);
-
-	// printf("%f\n", toc(t));
-
-	return true;
-}
-
-__global__ void devFDK_preweight(void* D_projData, unsigned int projPitch, unsigned int startAngle, unsigned int endAngle, float fSrcOrigin, float fDetOrigin, float fSrcZ, float fDetZ, float fDetUSize, float fDetVSize, const SDimensions3D dims)
+__global__ void devFDK_preweight(void* D_projData, unsigned int projPitch, unsigned int startAngle, unsigned int endAngle, float fSrcOrigin, float fDetOrigin, float fZShift, float fDetUSize, float fDetVSize, const SDimensions3D dims)
 {
 	float* projData = (float*)D_projData;
 	int angle = startAngle + blockIdx.y * g_anglesPerWeightBlock + threadIdx.y;
@@ -230,21 +111,26 @@ __global__ void devFDK_preweight(void* D_projData, unsigned int projPitch, unsig
 
 	const float fT = fCentralRayLength * fCentralRayLength + fU * fU;
 
-	float fV = (startDetectorV - 0.5f*dims.iProjV + 0.5f) * fDetVSize + fDetZ - fSrcZ;
+	float fV = (startDetectorV - 0.5f*dims.iProjV + 0.5f) * fDetVSize + fZShift;
+
+	//const float fW = fCentralRayLength;
+	//const float fW = fCentralRayLength * (M_PI / 2.0f) / (float)dims.iProjAngles;
+	const float fW1 = fSrcOrigin * fDetUSize * fDetVSize;
+	const float fW = fCentralRayLength * fW1 * fW1 * (M_PI / 2.0f) / (float)dims.iProjAngles;
 
 	for (int detectorV = startDetectorV; detectorV < endDetectorV; ++detectorV)
 	{
 		const float fRayLength = sqrtf(fT + fV * fV);
 
-		const float fWeight = fCentralRayLength / fRayLength;
+		const float fWeight = fW / fRayLength;
 
 		projData[(detectorV*dims.iProjAngles+angle)*projPitch+detectorU] *= fWeight;
 
-		fV += 1.0f;
+		fV += fDetVSize;
 	}
 }
 
-__global__ void devFDK_ParkerWeight(void* D_projData, unsigned int projPitch, unsigned int startAngle, unsigned int endAngle, float fSrcOrigin, float fDetOrigin, float fSrcZ, float fDetZ, float fDetUSize, float fCentralFanAngle, const SDimensions3D dims)
+__global__ void devFDK_ParkerWeight(void* D_projData, unsigned int projPitch, unsigned int startAngle, unsigned int endAngle, float fSrcOrigin, float fDetOrigin, float fDetUSize, float fCentralFanAngle, const SDimensions3D dims)
 {
 	float* projData = (float*)D_projData;
 	int angle = startAngle + blockIdx.y * g_anglesPerWeightBlock + threadIdx.y;
@@ -305,7 +191,7 @@ __global__ void devFDK_ParkerWeight(void* D_projData, unsigned int projPitch, un
 // Perform the FDK pre-weighting and filtering
 bool FDK_PreWeight(cudaPitchedPtr D_projData,
                 float fSrcOrigin, float fDetOrigin,
-                float fSrcZ, float fDetZ,
+                float fZShift,
                 float fDetUSize, float fDetVSize, bool bShortScan,
                 const SDimensions3D& dims, const float* angles)
 {
@@ -318,23 +204,57 @@ bool FDK_PreWeight(cudaPitchedPtr D_projData,
 
 	int projPitch = D_projData.pitch/sizeof(float);
 
-	devFDK_preweight<<<dimGrid, dimBlock>>>(D_projData.ptr, projPitch, 0, dims.iProjAngles, fSrcOrigin, fDetOrigin, fSrcZ, fDetZ, fDetUSize, fDetVSize, dims);
+	devFDK_preweight<<<dimGrid, dimBlock>>>(D_projData.ptr, projPitch, 0, dims.iProjAngles, fSrcOrigin, fDetOrigin, fZShift, fDetUSize, fDetVSize, dims);
 
 	cudaTextForceKernelsCompletion();
 
-	if (bShortScan) {
+	if (bShortScan && dims.iProjAngles > 1) {
+		ASTRA_DEBUG("Doing Parker weighting");
 		// We do short-scan Parker weighting
 
-		cudaError_t e1 = cudaMemcpyToSymbol(gC_angle, angles,
+		// First, determine (in a very basic way) the interval that's
+		// been scanned. We assume angles[0] is one of the endpoints of the
+		// range.
+		float fdA = angles[1] - angles[0];
+
+		while (fdA < -M_PI)
+			fdA += 2*M_PI;
+		while (fdA >= M_PI)
+			fdA -= 2*M_PI;
+
+		float fAngleBase;
+		if (fdA >= 0.0f) {
+			// going up from angles[0]
+			fAngleBase = angles[dims.iProjAngles - 1];
+		} else {
+			// going down from angles[0]
+			fAngleBase = angles[0];
+		}
+
+		// We pick the highest end of the range, and then
+		// move all angles so they fall in (-2pi,0]
+
+		float *fRelAngles = new float[dims.iProjAngles];
+		for (unsigned int i = 0; i < dims.iProjAngles; ++i) {
+			float f = angles[i] - fAngleBase;
+			while (f > 0)
+				f -= 2*M_PI;
+			while (f <= -2*M_PI)
+				f += 2*M_PI;
+			fRelAngles[i] = f;
+
+		}
+
+		cudaError_t e1 = cudaMemcpyToSymbol(gC_angle, fRelAngles,
 		                                    dims.iProjAngles*sizeof(float), 0,
 		                                    cudaMemcpyHostToDevice);
 		assert(!e1);
+		delete[] fRelAngles;
 
-		// TODO: detector pixel size!
-		float fCentralFanAngle = atanf((dims.iProjU*0.5f) /
+		float fCentralFanAngle = atanf(fDetUSize * (dims.iProjU*0.5f) /
 		                               (fSrcOrigin + fDetOrigin));
 
-		devFDK_ParkerWeight<<<dimGrid, dimBlock>>>(D_projData.ptr, projPitch, 0, dims.iProjAngles, fSrcOrigin, fDetOrigin, fSrcZ, fDetZ, fDetUSize, fCentralFanAngle, dims);
+		devFDK_ParkerWeight<<<dimGrid, dimBlock>>>(D_projData.ptr, projPitch, 0, dims.iProjAngles, fSrcOrigin, fDetOrigin, fDetUSize, fCentralFanAngle, dims);
 
 	}
 
@@ -344,10 +264,7 @@ bool FDK_PreWeight(cudaPitchedPtr D_projData,
 
 bool FDK_Filter(cudaPitchedPtr D_projData,
                 cufftComplex * D_filter,
-                float fSrcOrigin, float fDetOrigin,
-                float fSrcZ, float fDetZ,
-                float fDetUSize, float fDetVSize, bool bShortScan,
-                const SDimensions3D& dims, const float* angles)
+                const SDimensions3D& dims)
 {
 
 	// The filtering is a regular ramp filter per detector line.
@@ -392,9 +309,8 @@ bool FDK_Filter(cudaPitchedPtr D_projData,
 
 bool FDK(cudaPitchedPtr D_volumeData,
          cudaPitchedPtr D_projData,
-         float fSrcOrigin, float fDetOrigin,
-         float fSrcZ, float fDetZ, float fDetUSize, float fDetVSize,
-         const SDimensions3D& dims, const float* angles, bool bShortScan)
+         const SConeProjection* angles,
+         const SDimensions3D& dims, SProjectorParams3D params, bool bShortScan)
 {
 	bool ok;
 	// Generate filter
@@ -403,12 +319,45 @@ bool FDK(cudaPitchedPtr D_volumeData,
 	int iPaddedDetCount = calcNextPowerOfTwo(2 * dims.iProjU);
 	int iHalfFFTSize = calcFFTFourSize(iPaddedDetCount);
 
+
+	// NB: We don't support arbitrary cone_vec geometries here.
+	// Only those that are vertical sub-geometries
+	// (cf. CompositeGeometryManager) of regular cone geometries.
+	assert(dims.iProjAngles > 0);
+	const SConeProjection& p0 = angles[0];
+
+	// assuming U is in the XY plane, V is parallel to Z axis
+	float fDetCX = p0.fDetSX + 0.5*dims.iProjU*p0.fDetUX;
+	float fDetCY = p0.fDetSY + 0.5*dims.iProjU*p0.fDetUY;
+	float fDetCZ = p0.fDetSZ + 0.5*dims.iProjV*p0.fDetVZ;
+
+	float fSrcOrigin = sqrt(p0.fSrcX*p0.fSrcX + p0.fSrcY*p0.fSrcY);
+	float fDetOrigin = sqrt(fDetCX*fDetCX + fDetCY*fDetCY);
+	float fDetUSize = sqrt(p0.fDetUX*p0.fDetUX + p0.fDetUY*p0.fDetUY);
+	float fDetVSize = abs(p0.fDetVZ);
+
+	float fZShift = fDetCZ - p0.fSrcZ;
+
+	float *pfAngles = new float[dims.iProjAngles];
+	for (unsigned int i = 0; i < dims.iProjAngles; ++i) {
+		// FIXME: Sign/order
+		pfAngles[i] = -atan2(angles[i].fSrcX, angles[i].fSrcY) + M_PI;
+	}
+
+
+#if 1
 	ok = FDK_PreWeight(D_projData, fSrcOrigin, fDetOrigin,
-	                fSrcZ, fDetZ, fDetUSize, fDetVSize,
-	                bShortScan, dims, angles);
+	                fZShift, fDetUSize, fDetVSize,
+	                bShortScan, dims, pfAngles);
+#else
+	ok = true;
+#endif
+	delete[] pfAngles;
+
 	if (!ok)
 		return false;
 
+#if 1
 	cufftComplex *pHostFilter = new cufftComplex[dims.iProjAngles * iHalfFFTSize];
 	memset(pHostFilter, 0, sizeof(cufftComplex) * dims.iProjAngles * iHalfFFTSize);
 
@@ -425,28 +374,25 @@ bool FDK(cudaPitchedPtr D_volumeData,
 
 
 
-	ok = FDK_Filter(D_projData, D_filter, fSrcOrigin, fDetOrigin,
-	                fSrcZ, fDetZ, fDetUSize, fDetVSize,
-	                bShortScan, dims, angles);
+	ok = FDK_Filter(D_projData, D_filter, dims);
 
 	// Clean up filter
 	freeComplexOnDevice(D_filter);
-
+#endif
 
 	if (!ok)
 		return false;
 
 	// Perform BP
 
-	ok = FDK_BP(D_volumeData, D_projData, fSrcOrigin, fDetOrigin, fSrcZ, fDetZ,
-	            fDetUSize, fDetVSize, dims, angles);
+	params.bFDKWeighting = true;
+
+	//ok = FDK_BP(D_volumeData, D_projData, fSrcOrigin, fDetOrigin, 0.0f, 0.0f, fDetUSize, fDetVSize, dims, pfAngles);
+	ok = ConeBP(D_volumeData, D_projData, dims, angles, params);
 
 	if (!ok)
 		return false;
 
-	processVol3D<opMul>(D_volumeData,
-	                  (M_PI / 2.0f) / (float)dims.iProjAngles, dims);
-
 	return true;
 }
 
diff --git a/cuda/3d/fdk.h b/cuda/3d/fdk.h
index de7fe53..8d2a128 100644
--- a/cuda/3d/fdk.h
+++ b/cuda/3d/fdk.h
@@ -35,16 +35,14 @@ namespace astraCUDA3d {
 
 bool FDK_PreWeight(cudaPitchedPtr D_projData,
                 float fSrcOrigin, float fDetOrigin,
-                float fSrcZ, float fDetZ,
+                float fZShift,
                 float fDetUSize, float fDetVSize, bool bShortScan,
                 const SDimensions3D& dims, const float* angles);
 
 bool FDK(cudaPitchedPtr D_volumeData,
          cudaPitchedPtr D_projData,
-         float fSrcOrigin, float fDetOrigin,
-         float fSrcZ, float fDetZ, float fDetUSize, float fDetVSize,
-         const SDimensions3D& dims, const float* angles, bool bShortScan);
-
+         const SConeProjection* angles,
+         const SDimensions3D& dims, SProjectorParams3D params, bool bShortScan);
 
 }
 
diff --git a/cuda/3d/mem3d.cu b/cuda/3d/mem3d.cu
index 9a239da..4fb30a2 100644
--- a/cuda/3d/mem3d.cu
+++ b/cuda/3d/mem3d.cu
@@ -38,6 +38,7 @@ $Id$
 #include "cone_bp.h"
 #include "par3d_fp.h"
 #include "par3d_bp.h"
+#include "fdk.h"
 
 #include "astra/Logging.h"
 
@@ -278,6 +279,33 @@ bool BP(const astra::CProjectionGeometry3D* pProjGeom, MemHandle3D projData, con
 
 }
 
+bool FDK(const astra::CProjectionGeometry3D* pProjGeom, MemHandle3D projData, const astra::CVolumeGeometry3D* pVolGeom, MemHandle3D volData, bool bShortScan)
+{
+	SDimensions3D dims;
+	SProjectorParams3D params;
+
+	bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims);
+	if (!ok)
+		return false;
+
+	SPar3DProjection* pParProjs;
+	SConeProjection* pConeProjs;
+
+	ok = convertAstraGeometry(pVolGeom, pProjGeom,
+	                          pParProjs, pConeProjs,
+	                          params);
+
+	if (!ok || !pConeProjs)
+		return false;
+
+	ok &= FDK(volData.d->ptr, projData.d->ptr, pConeProjs, dims, params, bShortScan);
+
+	return ok;
+
+
+
+}
+
 
 
 
diff --git a/cuda/3d/mem3d.h b/cuda/3d/mem3d.h
index 6fff80b..2d0fb27 100644
--- a/cuda/3d/mem3d.h
+++ b/cuda/3d/mem3d.h
@@ -95,6 +95,7 @@ bool FP(const astra::CProjectionGeometry3D* pProjGeom, MemHandle3D projData, con
 
 bool BP(const astra::CProjectionGeometry3D* pProjGeom, MemHandle3D projData, const astra::CVolumeGeometry3D* pVolGeom, MemHandle3D volData, int iVoxelSuperSampling);
 
+bool FDK(const astra::CProjectionGeometry3D* pProjGeom, MemHandle3D projData, const astra::CVolumeGeometry3D* pVolGeom, MemHandle3D volData, bool bShortScan);
 
 
 }