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/* Copyright (c) 2008-2025 the MRtrix3 contributors.
*
* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
* file, You can obtain one at http://mozilla.org/MPL/2.0/.
*
* Covered Software is provided under this License on an "as is"
* basis, without warranty of any kind, either expressed, implied, or
* statutory, including, without limitation, warranties that the
* Covered Software is free of defects, merchantable, fit for a
* particular purpose or non-infringing.
* See the Mozilla Public License v. 2.0 for more details.
*
* For more details, see http://www.mrtrix.org/.
*/
#include "command.h"
#include "progressbar.h"
#include "algo/loop.h"
#include "image.h"
#include "adapter/jacobian.h"
#include "registration/warp/helpers.h"
#include "fixel/helpers.h"
#include "fixel/keys.h"
using namespace MR;
using namespace App;
using Fixel::index_type;
void usage ()
{
AUTHOR = "David Raffelt (david.raffelt@florey.edu.au)";
SYNOPSIS = "Reorient fixel directions";
DESCRIPTION
+ "Reorientation is performed by transforming the vector representing "
"the fixel direction with the Jacobian (local affine transform) computed at each voxel in the warp, "
"then re-normalising the vector.";
ARGUMENTS
+ Argument ("fixel_in", "the input fixel directory").type_directory_in()
+ Argument ("warp", "a 4D deformation field used to perform reorientation. "
"Reorientation is performed by applying the Jacobian affine transform in each voxel in the warp, "
"then re-normalising the vector representing the fixel direction").type_image_in ()
+ Argument ("fixel_out", "the output fixel directory. If the the input and output directories are the same, the existing directions file will "
"be replaced (providing the -force option is supplied). If a new directory is supplied then the fixel directions and all "
"other fixel data will be copied to the new directory.").type_directory_out();
}
void run ()
{
std::string input_fixel_directory = argument[0];
Fixel::check_fixel_directory (input_fixel_directory);
auto input_index_image = Fixel::find_index_header (input_fixel_directory).get_image <index_type>();
Header warp_header = Header::open (argument[1]);
Registration::Warp::check_warp (warp_header);
check_dimensions (input_index_image, warp_header, 0, 3);
Adapter::Jacobian<Image<float> > jacobian (warp_header.get_image<float>());
std::string output_fixel_directory = argument[2];
Fixel::check_fixel_directory (output_fixel_directory, true);
// scratch buffer so inplace reorientation can be performed if desired
Image<float> input_directions_image;
std::string output_directions_filename;
{
auto tmp = Fixel::find_directions_header (input_fixel_directory).get_image<float>();
input_directions_image = Image<float>::scratch(tmp);
threaded_copy (tmp, input_directions_image);
output_directions_filename = Path::basename(tmp.name());
}
auto output_directions_image = Image<float>::create (Path::join(output_fixel_directory, output_directions_filename), input_directions_image).with_direct_io();
for (auto i = Loop ("reorienting fixel directions", input_index_image, 0, 3)(input_index_image, jacobian); i; ++i) {
input_index_image.index(3) = 0;
index_type num_fixels_in_voxel = input_index_image.value();
if (num_fixels_in_voxel) {
input_index_image.index(3) = 1;
index_type index = input_index_image.value();
Eigen::Matrix<float, 3, 3> transform = jacobian.value().inverse();
for (index_type f = 0; f < num_fixels_in_voxel; ++f) {
input_directions_image.index(0) = index + f;
output_directions_image.index(0) = index + f;
output_directions_image.row(1) = (transform * Eigen::Vector3f (input_directions_image.row(1))).normalized();
}
}
}
if (output_fixel_directory != input_fixel_directory) {
Fixel::copy_index_file (input_fixel_directory, output_fixel_directory);
Fixel::copy_all_data_files (input_fixel_directory, output_fixel_directory);
}
}
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