1 // Copyright 2002, 2004, 2007 David Hilvert <dhilvert@auricle.dyndns.org>,
2 // <dhilvert@ugcs.caltech.edu>
4 /* This file is part of the Anti-Lamenessing Engine.
6 The Anti-Lamenessing Engine is free software; you can redistribute it and/or modify
7 it under the terms of the GNU General Public License as published by
8 the Free Software Foundation; either version 3 of the License, or
9 (at your option) any later version.
11 The Anti-Lamenessing Engine is distributed in the hope that it will be useful,
12 but WITHOUT ANY WARRANTY; without even the implied warranty of
13 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14 GNU General Public License for more details.
16 You should have received a copy of the GNU General Public License
17 along with the Anti-Lamenessing Engine; if not, write to the Free Software
18 Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
22 * trans_abstract.h: Abstract transformation superclass.
25 #ifndef __trans_abstract_h__
26 #define __trans_abstract_h__
33 #define M_PI 3.14159265358979323846
37 * Number of coefficients used in correcting barrel distortion.
40 #define BARREL_DEGREE 5
43 * Acceptable error for inverse barrel distortion, measured in scaled output
47 #define BARREL_INV_ERROR 0.01
49 struct trans_abstract
{
51 ale_pos bdc
[BARREL_DEGREE
]; // barrel-dist. coeffs.
52 unsigned int bdcnum
; // number of bdcs
56 unsigned int input_height
, input_width
;
58 virtual void specific_rescale(ale_pos factor
) = 0;
59 virtual void reset_memos() = 0;
60 virtual void specific_set_dimensions(const image
*im
) = 0;
64 struct elem_bounds_int_t
{
65 unsigned int imin
, imax
, jmin
, jmax
;
67 int satisfies_min_dim(unsigned int min_dimension
) {
68 if (imax
- imin
< min_dimension
69 || jmax
- jmin
< min_dimension
)
80 trans_abstract
&operator=(const trans_abstract
&ta
) {
81 scale_factor
= ta
.scale_factor
;
82 input_width
= ta
.input_width
;
83 input_height
= ta
.input_height
;
87 assert (bdcnum
< BARREL_DEGREE
);
89 for (unsigned int d
= 0; d
< bdcnum
; d
++)
95 trans_abstract (const trans_abstract
&ta
) {
100 * Returns non-zero if the transformation might be non-Euclidean.
102 virtual int is_projective() const = 0;
108 ale_pos
scale() const {
113 * Get width of input image.
115 ale_pos
scaled_width() const {
116 return (input_width
* scale_factor
);
120 * Get unscaled width of input image.
122 unsigned int unscaled_width() const {
123 return (unsigned int) input_width
;
127 * Get height of input image;
129 ale_pos
scaled_height() const {
130 return (input_height
* scale_factor
);
134 * Get unscaled height of input image.
136 unsigned int unscaled_height() const {
137 return (unsigned int) input_height
;
141 * Barrel distortion radial component.
143 ale_pos
bdr(ale_pos r
) const {
144 assert (bdcnum
< BARREL_DEGREE
);
146 for (unsigned int d
= 0; d
< bdcnum
; d
++)
147 s
+= bdc
[d
] * (pow(r
, d
+ 2) - r
);
152 * Derivative of the barrel distortion radial component.
154 ale_pos
bdrd(ale_pos r
) const {
155 assert (bdcnum
< BARREL_DEGREE
);
157 for (unsigned int d
= 0; d
< bdcnum
; d
++)
158 s
+= bdc
[d
] * (pow(r
, d
+ 1) - 1);
165 struct point
bd(struct point p
) const {
167 point half_diag
= point(unscaled_height(), unscaled_width()) / 2;
171 ale_pos r
= p
.norm() / half_diag
.norm();
183 * Barrel distortion inverse.
185 struct point
bdi(struct point p
) const {
187 point half_diag
= point(unscaled_height(), unscaled_width()) / 2;
191 ale_pos r
= p
.norm() / half_diag
.norm();
194 while (fabs(r
- bdr(s
)) * half_diag
.norm() > BARREL_INV_ERROR
)
195 s
+= (r
- bdr(s
)) / bdrd(s
);
203 assert (!isnan(p
[0]) && !isnan(p
[1]));
209 * Transformation sans barrel distortion
211 virtual struct point
pe(struct point p
) const = 0;
214 * Transformation inverse sans barrel distortion
216 virtual struct point
pei(struct point p
) const = 0;
219 * Map unscaled point p.
221 struct point
transform_unscaled(struct point p
) const {
228 * Barrel distortion correction followed by a projective/euclidean
231 struct point
transform_scaled(struct point p
) const {
232 return transform_unscaled(p
/ scale_factor
);
237 * operator() is the transformation operator.
239 struct point
operator()(struct point p
) {
245 * Map point p using the inverse of the transform into
246 * the unscaled image space.
248 struct point
unscaled_inverse_transform(struct point p
) const {
253 * Map point p using the inverse of the transform.
255 * Projective/euclidean inverse followed by barrel distortion.
257 struct point
scaled_inverse_transform(struct point p
) const {
258 assert (p
.defined());
259 point q
= unscaled_inverse_transform(p
);
261 q
[0] *= scale_factor
;
262 q
[1] *= scale_factor
;
268 * Calculate projective transformation parameters from a euclidean
271 virtual void eu_to_gpt() = 0;
274 * Set the tonal multiplier.
276 virtual void set_tonal_multiplier(pixel p
) = 0;
279 * Get the tonal multiplier.
281 virtual pixel
get_tonal_multiplier(struct point p
) const = 0;
282 virtual pixel
get_inverse_tonal_multiplier(struct point p
) const = 0;
285 * Modify a euclidean transform in the indicated manner.
287 virtual void eu_modify(int i1
, ale_pos diff
) = 0;
290 * Rotate about a given point in the original reference frame.
292 virtual void eu_rotate_about_scaled(point center
, ale_pos diff
) = 0;
295 * Modify all euclidean parameters at once.
297 virtual void eu_set(ale_pos eu
[3]) = 0;
300 * Get the specified euclidean parameter
302 virtual ale_pos
eu_get(int param
) const = 0;
305 * Modify a projective transform in the indicated manner.
307 virtual void gpt_modify(int i1
, int i2
, ale_pos diff
) = 0;
310 * Modify a projective transform according to the group operation.
312 virtual void gr_modify(int i1
, int i2
, ale_pos diff
) = 0;
315 * Modify all projective parameters at once.
317 virtual void gpt_set(point x
[4]) = 0;
319 virtual void gpt_set(point x1
, point x2
, point x3
, point x4
) = 0;
322 * Snap positional parameters to the specified resolution.
325 virtual void snap(ale_pos interval
) = 0;
328 * Get the specified projective parameter
330 virtual point
gpt_get(int point
) const = 0;
333 * Get the specified projective parameter
335 virtual ale_pos
gpt_get(int point
, int dim
) = 0;
338 * Check equality of transformation parameters.
340 virtual int operator==(const trans_abstract
&t
) const {
342 * Small tolerances (< 10^-6?) can cause odd errors,
343 * possibly due to float<->double conversion issues.
345 double zero_tolerance
= 0.01;
347 if (scale() != t
.scale())
350 if (is_projective() != t
.is_projective())
353 if (is_projective()) {
354 assert (t
.is_projective());
355 for (int i
= 0; i
< 4; i
++)
356 for (int d
= 0; d
< 2; d
++) {
357 double abs_difference
= fabs(gpt_get(i
)[d
] - t
.gpt_get(i
)[d
]);
359 if (abs_difference
> zero_tolerance
)
363 assert (!t
.is_projective());
364 for (int i
= 0; i
< 3; i
++) {
365 double abs_difference
= fabs(eu_get(i
) - t
.eu_get(i
));
367 if (abs_difference
> zero_tolerance
)
375 virtual int operator!=(const trans_abstract
&t
) const {
376 return !(operator==(t
));
381 * Translate by a given amount
383 virtual void translate(point p
) = 0;
386 * Rotate by a given amount about a given point.
388 virtual void rotate(point p
, ale_pos degrees
) = 0;
391 * Set the specified barrel distortion parameter.
393 void bd_set(unsigned int degree
, ale_pos value
) {
394 assert (degree
< bdcnum
);
399 * Set all barrel distortion parameters.
401 void bd_set(unsigned int degree
, ale_pos values
[BARREL_DEGREE
]) {
402 assert (degree
<= BARREL_DEGREE
);
404 for (unsigned int d
= 0; d
< degree
; d
++)
409 * Get all barrel distortion parameters.
411 void bd_get(ale_pos result
[BARREL_DEGREE
]) {
412 for (unsigned int d
= 0; d
< bdcnum
; d
++)
417 * Get the specified barrel distortion parameter.
419 ale_pos
bd_get(unsigned int degree
) {
420 assert (degree
< bdcnum
);
425 * Get the number of barrel distortion parameters.
427 unsigned int bd_count() {
432 * Get the maximum allowable number of barrel distortion parameters.
434 unsigned int bd_max() {
435 return BARREL_DEGREE
;
439 * Modify the specified barrel distortion parameter.
441 void bd_modify(unsigned int degree
, ale_pos diff
) {
442 assert (degree
< bdcnum
);
443 bd_set(degree
, bd_get(degree
) + diff
);
447 * Rescale a transform with a given factor.
449 void rescale(ale_pos factor
) {
450 specific_rescale(factor
);
451 scale_factor
*= factor
;
458 void set_domain(unsigned int new_height
, unsigned int new_width
) {
460 input_width
= new_width
;
461 input_height
= new_height
;
465 * Set the dimensions of the image.
467 void set_dimensions(const image
*im
) {
469 int new_height
= (int) im
->height();
470 int new_width
= (int) im
->width();
473 specific_set_dimensions(im
);
474 input_height
= new_height
;
475 input_width
= new_width
;
479 * Get the position and dimensions of a pixel P mapped from one
480 * coordinate system to another, using the forward transformation.
481 * This function uses scaled input coordinates.
483 virtual void map_area(point p
, point
*q
, ale_pos d
[2]) {
486 * Determine the coordinates in the target frame for the source
487 * image pixel P and two adjacent source pixels.
490 (*q
) = transform_scaled(p
);
491 point q0
= transform_scaled(point(p
[0] + 1, p
[1]));
492 point q1
= transform_scaled(point(p
[0], p
[1] + 1));
495 * Calculate the distance between source image pixel and
496 * adjacent source pixels, measured in the coordinate system of
500 ale_pos ui
= fabs(q0
[0] - (*q
)[0]);
501 ale_pos uj
= fabs(q0
[1] - (*q
)[1]);
502 ale_pos vi
= fabs(q1
[0] - (*q
)[0]);
503 ale_pos vj
= fabs(q1
[1] - (*q
)[1]);
506 * We map the area of the source image pixel P onto the target
507 * frame as a rectangular area oriented on the target frame's
508 * axes. Note that this results in an area that may be the
509 * wrong shape or orientation.
511 * We define two estimates of the rectangle's dimensions below.
512 * For rotations of 0, 90, 180, or 270 degrees, max and sum are
513 * identical. For other orientations, sum is too large and max
514 * is too small. We use the mean of max and sum, which we then
515 * divide by two to obtain the distance between the center and
519 ale_pos maxi
= (ui
> vi
) ? ui
: vi
;
520 ale_pos maxj
= (uj
> vj
) ? uj
: vj
;
521 ale_pos sumi
= ui
+ vi
;
522 ale_pos sumj
= uj
+ vj
;
524 d
[0] = (maxi
+ sumi
) / 4;
525 d
[1] = (maxj
+ sumj
) / 4;
529 * Get the position and dimensions of a pixel P mapped from one
530 * coordinate system to another, using the forward transformation.
531 * This function uses unscaled input coordinates.
533 virtual void map_area_unscaled(point p
, point
*q
, ale_pos d
[2]) {
536 * Determine the coordinates in the target frame for the source
537 * image pixel P and two adjacent source pixels.
540 (*q
) = transform_unscaled(p
);
541 point q0
= transform_unscaled(point(p
[0] + 1, p
[1]));
542 point q1
= transform_unscaled(point(p
[0], p
[1] + 1));
545 * Calculate the distance between source image pixel and
546 * adjacent source pixels, measured in the coordinate system of
550 ale_pos ui
= fabs(q0
[0] - (*q
)[0]);
551 ale_pos uj
= fabs(q0
[1] - (*q
)[1]);
552 ale_pos vi
= fabs(q1
[0] - (*q
)[0]);
553 ale_pos vj
= fabs(q1
[1] - (*q
)[1]);
556 * We map the area of the source image pixel P onto the target
557 * frame as a rectangular area oriented on the target frame's
558 * axes. Note that this results in an area that may be the
559 * wrong shape or orientation.
561 * We define two estimates of the rectangle's dimensions below.
562 * For rotations of 0, 90, 180, or 270 degrees, max and sum are
563 * identical. For other orientations, sum is too large and max
564 * is too small. We use the mean of max and sum, which we then
565 * divide by two to obtain the distance between the center and
569 ale_pos maxi
= (ui
> vi
) ? ui
: vi
;
570 ale_pos maxj
= (uj
> vj
) ? uj
: vj
;
571 ale_pos sumi
= ui
+ vi
;
572 ale_pos sumj
= uj
+ vj
;
574 d
[0] = (maxi
+ sumi
) / 4;
575 d
[1] = (maxj
+ sumj
) / 4;
579 * Get the position and dimensions of a pixel P mapped from one
580 * coordinate system to another, using the inverse transformation. If
581 * SCALE_FACTOR is not equal to one, divide out the scale factor to
582 * obtain unscaled coordinates. This method is very similar to the
583 * map_area method above.
585 virtual void unscaled_map_area_inverse(point p
, point
*q
, ale_pos d
[2]) {
588 * Determine the coordinates in the target frame for the source
589 * image pixel P and two adjacent source pixels.
592 (*q
) = scaled_inverse_transform(p
);
593 point q0
= scaled_inverse_transform(point(p
[0] + 1, p
[1]));
594 point q1
= scaled_inverse_transform(point(p
[0], p
[1] + 1));
598 * Calculate the distance between source image pixel and
599 * adjacent source pixels, measured in the coordinate system of
603 ale_pos ui
= fabs(q0
[0] - (*q
)[0]);
604 ale_pos uj
= fabs(q0
[1] - (*q
)[1]);
605 ale_pos vi
= fabs(q1
[0] - (*q
)[0]);
606 ale_pos vj
= fabs(q1
[1] - (*q
)[1]);
609 * We map the area of the source image pixel P onto the target
610 * frame as a rectangular area oriented on the target frame's
611 * axes. Note that this results in an area that may be the
612 * wrong shape or orientation.
614 * We define two estimates of the rectangle's dimensions below.
615 * For rotations of 0, 90, 180, or 270 degrees, max and sum are
616 * identical. For other orientations, sum is too large and max
617 * is too small. We use the mean of max and sum, which we then
618 * divide by two to obtain the distance between the center and
622 ale_pos maxi
= (ui
> vi
) ? ui
: vi
;
623 ale_pos maxj
= (uj
> vj
) ? uj
: vj
;
624 ale_pos sumi
= ui
+ vi
;
625 ale_pos sumj
= uj
+ vj
;
627 d
[0] = (maxi
+ sumi
) / 4;
628 d
[1] = (maxj
+ sumj
) / 4;
630 if (scale_factor
!= 1) {
631 d
[0] /= scale_factor
;
632 d
[1] /= scale_factor
;
633 (*q
)[0] /= scale_factor
;
634 (*q
)[1] /= scale_factor
;
639 * Modify all projective parameters at once. Accommodate bugs in the
640 * version 0 transformation file handler (ALE versions 0.4.0p1 and
641 * earlier). This code is only called when using a transformation data
642 * file created with an old version of ALE.
644 virtual void gpt_v0_set(point x
[4]) = 0;
647 * Modify all euclidean parameters at once. Accommodate bugs in the
648 * version 0 transformation file handler (ALE versions 0.4.0p1 and
649 * earlier). This code is only called when using a transformation data
650 * file created with an old version of ALE.
652 virtual void eu_v0_set(ale_pos eu
[3]) = 0;
654 virtual void debug_output() = 0;
656 virtual ~trans_abstract() {