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demonstration of mrregister's linear initialisation using diagnostics images
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#!/usr/bin/env bash | |
set -x | |
tmp_dir=$(mktemp -d -t mrregister_init-XXXXXXXXXX) | |
cd $tmp_dir | |
echo $tmp_dir | |
# ____ 0. get DWI data and create two ODFs ____ | |
for sub in sub-02 sub-03; do | |
wget --quiet https://github.com/MRtrix3/script_test_data/raw/master/BIDS/"${sub}"/dwi/"${sub}"_dwi.bval | |
wget --quiet https://github.com/MRtrix3/script_test_data/raw/master/BIDS/"${sub}"/dwi/"${sub}"_dwi.bvec | |
wget --quiet https://github.com/MRtrix3/script_test_data/raw/master/BIDS/"${sub}"/dwi/"${sub}"_brainmask.nii.gz | |
wget --quiet https://github.com/MRtrix3/script_test_data/raw/master/BIDS/"${sub}"/dwi/"${sub}"_dwi.nii.gz | |
wget --quiet https://github.com/MRtrix3/script_test_data/raw/master/BIDS/"${sub}"/dwi/"${sub}"_tissue-WM_response.txt | |
done | |
for sub in sub-02 sub-03; do | |
tail -1 "${sub}"_tissue-WM_response.txt > rf.tmp | |
dwi2fod csd "${sub}"_dwi.nii.gz rf.tmp -fslgrad "${sub}"_dwi.bvec "${sub}"_dwi.bval -mask "${sub}"_brainmask.nii.gz "${sub}".mif -lmax 4 | |
done | |
# ____ 1. create subject and template files ____ | |
# in this example, sub-02.mif transformed by a rigid transformation is used as subject (source) image | |
# sub-03.mif smoothed is used as template (target) image | |
echo "0.8 0.1 0 -100 | |
-0.1 1 0 20 | |
0 0 1.2 4" > A.txt | |
transformcalc A.txt rigid R.txt | |
transformcalc R.txt invert Rinv.txt | |
mrtransform sub-02.mif -linear R.txt -reorient no subject.mif -force | |
mrfilter sub-03.mif smooth -std 3 template.mif -force | |
# _____ 2. coregister template and subject using different initialisation schemes, write diagnostics images after each stage ____ | |
# co-register subject and template ____ | |
# no initilisation | |
mrregister subject.mif template.mif -type affine -affine_scale 1,1,1 -affine_lmax 0,0,0 -affine_niter 0,1,10 \ | |
-linstage.diagnostics.prefix initialised_none -affine_init_translation none -info | |
# initilise with rigid transformation | |
mrregister subject.mif template.mif -type affine -affine_scale 1,1,1 -affine_lmax 0,0,0 -affine_niter 0,1,10 \ | |
-linstage.diagnostics.prefix initialised_matrix -affine_init_matrix Rinv.txt -info | |
# initilisation via centre of mass (not robust without masks) | |
mrregister subject.mif template.mif -type affine -affine_scale 1,1,1 -affine_lmax 0,0,0 -affine_niter 0,1,10 \ | |
-linstage.diagnostics.prefix initialised_mass -affine_init_translation mass -info | |
# initilise nonlinear registration | |
mrregister subject.mif template.mif -type nonlinear -diagnostic nonlinear -affine_init_matrix Rinv.txt \ | |
-nl_lmax 0 -nl_scale 1 -nl_niter 0 \ | |
-transformed s_at_t.mif -info | |
# _____ 3. display (flick through images to see different stages) | |
mrview initialised_none* -mode 2 & | |
mrview initialised_matrix* -mode 2 & | |
mrview initialised_mass* -mode 2 & | |
mrcat s_at_t.mif template.mif $(mrcalc 0 template.mif -mult -) -axis 4 - | mrconvert - -coord 3 0 -axes 0,1,2,4 - | mrview - -mode 2 & | |
echo "done, please delete $tmp_dir" |
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