1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
|
/*
-----------------------------------------------------------------------
Copyright: 2010-2016, iMinds-Vision Lab, University of Antwerp
2014-2016, CWI, Amsterdam
Contact: astra@astra-toolbox.com
Website: http://www.astra-toolbox.com/
This file is part of the ASTRA Toolbox.
The ASTRA Toolbox is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
The ASTRA Toolbox is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with the ASTRA Toolbox. If not, see <http://www.gnu.org/licenses/>.
-----------------------------------------------------------------------
*/
template <typename Policy>
void CParallelBeamStripKernelProjector2D::project(Policy& p)
{
projectBlock_internal(0, m_pProjectionGeometry->getProjectionAngleCount(),
0, m_pProjectionGeometry->getDetectorCount(), p);
}
template <typename Policy>
void CParallelBeamStripKernelProjector2D::projectSingleProjection(int _iProjection, Policy& p)
{
projectBlock_internal(_iProjection, _iProjection + 1,
0, m_pProjectionGeometry->getDetectorCount(), p);
}
template <typename Policy>
void CParallelBeamStripKernelProjector2D::projectSingleRay(int _iProjection, int _iDetector, Policy& p)
{
projectBlock_internal(_iProjection, _iProjection + 1,
_iDetector, _iDetector + 1, p);
}
//----------------------------------------------------------------------------------------
/* PROJECT BLOCK
Kernel limitations: isotropic pixels (PixelLengthX == PixelLengthY)
For each angle/detector pair:
Let DL=(DLx,DLy) denote the left of the detector (point) in volume coordinates, and
Let DR=(DRx,DRy) denote the right of the detector (point) in volume coordinates, and
let R=(Rx,Ry) denote the direction of the ray (vector).
For mainly vertical rays (|Rx|<=|Ry|),
let E=(Ex,Ey) denote the centre of the most upper left pixel:
E = (WindowMinX + PixelLengthX/2, WindowMaxY - PixelLengthY/2),
and let F=(Fx,Fy) denote a vector to the next pixel
F = (PixelLengthX, 0)
The intersection of the left edge of the strip (DL+aR) with the centre line of the upper row of pixels (E+bF) is
{ DLx + a*Rx = Ex + b*Fx
{ DLy + a*Ry = Ey + b*Fy
Solving for (a,b) results in:
a = (Ey + b*Fy - DLy)/Ry
= (Ey - DLy)/Ry
b = (DLx + a*Rx - Ex)/Fx
= (DLx + (Ey - DLy)*Rx/Ry - Ex)/Fx
Define cL as the x-value of the intersection of the left edge of the strip with the upper row in pixel coordinates.
cL = b
cR, the x-value of the intersection of the right edge of the strip with the upper row in pixel coordinates can be found similarly.
The intersection of the ray (DL+aR) with the left line of the second row of pixels (E'+bF) with
E'=(WindowMinX + PixelLengthX/2, WindowMaxY - 3*PixelLengthY/2)
expressed in x-value pixel coordinates is
cL' = (DLx + (Ey' - DLy)*Rx/Ry - Ex)/Fx.
And thus:
deltac = cL' - cL = (DLx + (Ey' - DLy)*Rx/Ry - Ex)/Fx - (DLx + (Ey - DLy)*Rx/Ry - Ex)/Fx
= [(Ey' - DLy)*Rx/Ry - (Ey - DLy)*Rx/Ry]/Fx
= [Ey' - Ey]*(Rx/Ry)/Fx
= [Ey' - Ey]*(Rx/Ry)/Fx
= -PixelLengthY*(Rx/Ry)/Fx.
The projection weight for a certain pixel is defined by the area between two points of
_____ LengthPerRow
/| | |\
/ | | | \
__/ | | | \__ 0
-T -S 0 S T
with S = 1/2 - 1/2*|Rx/Ry|, T = 1/2 + 1/2*|Rx/Ry|, and LengthPerRow = pixelLengthX * sqrt(Rx^2+Ry^2) / |Ry|
For a certain row, all columns that are 'hit' by this kernel lie in the interval
(col_left, col_right) = (floor(cL-1/2+S), floor(cR+3/2-S))
The offsets for both is
(offsetL, offsetR) = (cL - floor(col_left), cR - floor(col_left))
The projection weight is found by the difference between the integrated values of the kernel
offset <= -T Kernel = 0
-T < offset <= -S Kernel = PixelArea/2*(T+offset)^2/(T-S)
-S < offset <= S Kernel = PixelArea/2 + offset
S < offset <= T Kernel = PixelArea - PixelArea/2*(T-offset)^2/(T-S)
T <= offset: Kernel = PixelArea
*/
template <typename Policy>
void CParallelBeamStripKernelProjector2D::projectBlock_internal(int _iProjFrom, int _iProjTo, int _iDetFrom, int _iDetTo, Policy& p)
{
// get vector geometry
const CParallelVecProjectionGeometry2D* pVecProjectionGeometry;
if (dynamic_cast<CParallelProjectionGeometry2D*>(m_pProjectionGeometry)) {
pVecProjectionGeometry = dynamic_cast<CParallelProjectionGeometry2D*>(m_pProjectionGeometry)->toVectorGeometry();
} else {
pVecProjectionGeometry = dynamic_cast<CParallelVecProjectionGeometry2D*>(m_pProjectionGeometry);
}
// precomputations
const float32 pixelLengthX = m_pVolumeGeometry->getPixelLengthX();
const float32 pixelLengthY = m_pVolumeGeometry->getPixelLengthY();
const float32 pixelArea = pixelLengthX * pixelLengthY;
const float32 inv_pixelLengthX = 1.0f / pixelLengthX;
const float32 inv_pixelLengthY = 1.0f / pixelLengthY;
const int colCount = m_pVolumeGeometry->getGridColCount();
const int rowCount = m_pVolumeGeometry->getGridRowCount();
const int detCount = pVecProjectionGeometry->getDetectorCount();
// loop angles
for (int iAngle = _iProjFrom; iAngle < _iProjTo; ++iAngle) {
// variables
float32 DLx, DLy, DRx, DRy, Ex, Ey, S, T, deltac, deltar, offsetL, offsetR, invTminS;
float32 res, RxOverRy, RyOverRx, cL, cR, rL, rR;
int iVolumeIndex, iRayIndex, iDetector;
int row, row_top, row_bottom, col, col_left, col_right;
const SParProjection * proj = &pVecProjectionGeometry->getProjectionVectors()[iAngle];
bool vertical = fabs(proj->fRayX) < fabs(proj->fRayY);
if (vertical) {
RxOverRy = proj->fRayX/proj->fRayY;
deltac = -m_pVolumeGeometry->getPixelLengthY() * RxOverRy * inv_pixelLengthX;
S = 0.5f - 0.5f*fabs(RxOverRy);
T = 0.5f + 0.5f*fabs(RxOverRy);
invTminS = 1.0f / (T-S);
} else {
RyOverRx = proj->fRayY/proj->fRayX;
deltar = -m_pVolumeGeometry->getPixelLengthX() * RyOverRx * inv_pixelLengthY;
S = 0.5f - 0.5f*fabs(RyOverRx);
T = 0.5f + 0.5f*fabs(RyOverRx);
invTminS = 1.0f / (T-S);
}
Ex = m_pVolumeGeometry->getWindowMinX() + pixelLengthX*0.5f;
Ey = m_pVolumeGeometry->getWindowMaxY() - pixelLengthY*0.5f;
// loop detectors
for (iDetector = _iDetFrom; iDetector < _iDetTo; ++iDetector) {
iRayIndex = iAngle * detCount + iDetector;
// POLICY: RAY PRIOR
if (!p.rayPrior(iRayIndex)) continue;
DLx = proj->fDetSX + iDetector * proj->fDetUX;
DLy = proj->fDetSY + iDetector * proj->fDetUY;
DRx = DLx + proj->fDetUX;
DRy = DLy + proj->fDetUY;
// vertically
if (vertical) {
// calculate cL and cR for row 0
cL = (DLx + (Ey - DLy)*RxOverRy - Ex) * inv_pixelLengthX;
cR = (DRx + (Ey - DRy)*RxOverRy - Ex) * inv_pixelLengthX;
if (cR < cL) {
float32 tmp = cL;
cL = cR;
cR = tmp;
}
// loop rows
for (row = 0; row < rowCount; ++row, cL += deltac, cR += deltac) {
col_left = int(cL-0.5f+S);
col_right = int(cR+1.5-S);
if (col_left < 0) col_left = 0;
if (col_right > colCount-1) col_right = colCount-1;
float32 tmp = float32(col_left);
offsetL = cL - tmp;
offsetR = cR - tmp;
// loop columns
for (col = col_left; col <= col_right; ++col, offsetL -= 1.0f, offsetR -= 1.0f) {
iVolumeIndex = row * colCount + col;
// POLICY: PIXEL PRIOR + ADD + POSTERIOR
if (p.pixelPrior(iVolumeIndex)) {
// right ray edge
if (T <= offsetR) res = 1.0f;
else if (S < offsetR) res = 1.0f - 0.5f*(T-offsetR)*(T-offsetR)*invTminS;
else if (-S < offsetR) res = 0.5f + offsetR;
else if (-T < offsetR) res = 0.5f*(offsetR+T)*(offsetR+T)*invTminS;
else res = 0.0f;
// left ray edge
if (T <= offsetL) res -= 1.0f;
else if (S < offsetL) res -= 1.0f - 0.5f*(T-offsetL)*(T-offsetL)*invTminS;
else if (-S < offsetL) res -= 0.5f + offsetL;
else if (-T < offsetL) res -= 0.5f*(offsetL+T)*(offsetL+T)*invTminS;
p.addWeight(iRayIndex, iVolumeIndex, pixelArea*res);
p.pixelPosterior(iVolumeIndex);
}
}
}
}
// horizontally
else {
// calculate rL and rR for row 0
rL = -(DLy + (Ex - DLx)*RyOverRx - Ey) * inv_pixelLengthY;
rR = -(DRy + (Ex - DRx)*RyOverRx - Ey) * inv_pixelLengthY;
if (rR < rL) {
float32 tmp = rL;
rL = rR;
rR = tmp;
}
// loop columns
for (col = 0; col < colCount; ++col, rL += deltar, rR += deltar) {
row_top = int(rL-0.5f+S);
row_bottom = int(rR+1.5-S);
if (row_top < 0) row_top = 0;
if (row_bottom > rowCount-1) row_bottom = rowCount-1;
float32 tmp = float32(row_top);
offsetL = rL - tmp;
offsetR = rR - tmp;
// loop rows
for (row = row_top; row <= row_bottom; ++row, offsetL -= 1.0f, offsetR -= 1.0f) {
iVolumeIndex = row * colCount + col;
// POLICY: PIXEL PRIOR + ADD + POSTERIOR
if (p.pixelPrior(iVolumeIndex)) {
// right ray edge
if (T <= offsetR) res = 1.0f;
else if (S < offsetR) res = 1.0f - 0.5f*(T-offsetR)*(T-offsetR)*invTminS;
else if (-S < offsetR) res = 0.5f + offsetR;
else if (-T < offsetR) res = 0.5f*(offsetR+T)*(offsetR+T)*invTminS;
else res = 0.0f;
// left ray edge
if (T <= offsetL) res -= 1.0f;
else if (S < offsetL) res -= 1.0f - 0.5f*(T-offsetL)*(T-offsetL)*invTminS;
else if (-S < offsetL) res -= 0.5f + offsetL;
else if (-T < offsetL) res -= 0.5f*(offsetL+T)*(offsetL+T)*invTminS;
p.addWeight(iRayIndex, iVolumeIndex, pixelArea*res);
p.pixelPosterior(iVolumeIndex);
}
}
}
}
// POLICY: RAY POSTERIOR
p.rayPosterior(iRayIndex);
} // end loop detector
} // end loop angles
if (dynamic_cast<CParallelProjectionGeometry2D*>(m_pProjectionGeometry))
delete pVecProjectionGeometry;
}
|