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- % internal function
- % - Jimmy Shen (jimmy@rotman-baycrest.on.ca)
- function [img,hdr] = load_untouch_nii_img(hdr,filetype,fileprefix,machine,img_idx,dim5_idx,dim6_idx,dim7_idx,old_RGB,slice_idx)
- if ~exist('hdr','var') | ~exist('filetype','var') | ~exist('fileprefix','var') | ~exist('machine','var')
- error('Usage: [img,hdr] = load_nii_img(hdr,filetype,fileprefix,machine,[img_idx],[dim5_idx],[dim6_idx],[dim7_idx],[old_RGB],[slice_idx]);');
- end
- if ~exist('img_idx','var') | isempty(img_idx) | hdr.dime.dim(5)<1
- img_idx = [];
- end
- if ~exist('dim5_idx','var') | isempty(dim5_idx) | hdr.dime.dim(6)<1
- dim5_idx = [];
- end
- if ~exist('dim6_idx','var') | isempty(dim6_idx) | hdr.dime.dim(7)<1
- dim6_idx = [];
- end
- if ~exist('dim7_idx','var') | isempty(dim7_idx) | hdr.dime.dim(8)<1
- dim7_idx = [];
- end
- if ~exist('old_RGB','var') | isempty(old_RGB)
- old_RGB = 0;
- end
- if ~exist('slice_idx','var') | isempty(slice_idx) | hdr.dime.dim(4)<1
- slice_idx = [];
- end
- % check img_idx
- %
- if ~isempty(img_idx) & ~isnumeric(img_idx)
- error('"img_idx" should be a numerical array.');
- end
- if length(unique(img_idx)) ~= length(img_idx)
- error('Duplicate image index in "img_idx"');
- end
- if ~isempty(img_idx) & (min(img_idx) < 1 | max(img_idx) > hdr.dime.dim(5))
- max_range = hdr.dime.dim(5);
- if max_range == 1
- error(['"img_idx" should be 1.']);
- else
- range = ['1 ' num2str(max_range)];
- error(['"img_idx" should be an integer within the range of [' range '].']);
- end
- end
- % check dim5_idx
- %
- if ~isempty(dim5_idx) & ~isnumeric(dim5_idx)
- error('"dim5_idx" should be a numerical array.');
- end
- if length(unique(dim5_idx)) ~= length(dim5_idx)
- error('Duplicate index in "dim5_idx"');
- end
- if ~isempty(dim5_idx) & (min(dim5_idx) < 1 | max(dim5_idx) > hdr.dime.dim(6))
- max_range = hdr.dime.dim(6);
- if max_range == 1
- error(['"dim5_idx" should be 1.']);
- else
- range = ['1 ' num2str(max_range)];
- error(['"dim5_idx" should be an integer within the range of [' range '].']);
- end
- end
- % check dim6_idx
- %
- if ~isempty(dim6_idx) & ~isnumeric(dim6_idx)
- error('"dim6_idx" should be a numerical array.');
- end
- if length(unique(dim6_idx)) ~= length(dim6_idx)
- error('Duplicate index in "dim6_idx"');
- end
- if ~isempty(dim6_idx) & (min(dim6_idx) < 1 | max(dim6_idx) > hdr.dime.dim(7))
- max_range = hdr.dime.dim(7);
- if max_range == 1
- error(['"dim6_idx" should be 1.']);
- else
- range = ['1 ' num2str(max_range)];
- error(['"dim6_idx" should be an integer within the range of [' range '].']);
- end
- end
- % check dim7_idx
- %
- if ~isempty(dim7_idx) & ~isnumeric(dim7_idx)
- error('"dim7_idx" should be a numerical array.');
- end
- if length(unique(dim7_idx)) ~= length(dim7_idx)
- error('Duplicate index in "dim7_idx"');
- end
- if ~isempty(dim7_idx) & (min(dim7_idx) < 1 | max(dim7_idx) > hdr.dime.dim(8))
- max_range = hdr.dime.dim(8);
- if max_range == 1
- error(['"dim7_idx" should be 1.']);
- else
- range = ['1 ' num2str(max_range)];
- error(['"dim7_idx" should be an integer within the range of [' range '].']);
- end
- end
- % check slice_idx
- %
- if ~isempty(slice_idx) & ~isnumeric(slice_idx)
- error('"slice_idx" should be a numerical array.');
- end
- if length(unique(slice_idx)) ~= length(slice_idx)
- error('Duplicate index in "slice_idx"');
- end
- if ~isempty(slice_idx) & (min(slice_idx) < 1 | max(slice_idx) > hdr.dime.dim(4))
- max_range = hdr.dime.dim(4);
- if max_range == 1
- error(['"slice_idx" should be 1.']);
- else
- range = ['1 ' num2str(max_range)];
- error(['"slice_idx" should be an integer within the range of [' range '].']);
- end
- end
- [img,hdr] = read_image(hdr,filetype,fileprefix,machine,img_idx,dim5_idx,dim6_idx,dim7_idx,old_RGB,slice_idx);
- return % load_nii_img
- %---------------------------------------------------------------------
- function [img,hdr] = read_image(hdr,filetype,fileprefix,machine,img_idx,dim5_idx,dim6_idx,dim7_idx,old_RGB,slice_idx)
- switch filetype
- case {0, 1}
- fn = [fileprefix '.img'];
- case 2
- fn = [fileprefix '.nii'];
- end
- fid = fopen(fn,'r',machine);
- if fid < 0,
- msg = sprintf('Cannot open file %s.',fn);
- error(msg);
- end
- % Set bitpix according to datatype
- %
- % /*Acceptable values for datatype are*/
- %
- % 0 None (Unknown bit per voxel) % DT_NONE, DT_UNKNOWN
- % 1 Binary (ubit1, bitpix=1) % DT_BINARY
- % 2 Unsigned char (uchar or uint8, bitpix=8) % DT_UINT8, NIFTI_TYPE_UINT8
- % 4 Signed short (int16, bitpix=16) % DT_INT16, NIFTI_TYPE_INT16
- % 8 Signed integer (int32, bitpix=32) % DT_INT32, NIFTI_TYPE_INT32
- % 16 Floating point (single or float32, bitpix=32) % DT_FLOAT32, NIFTI_TYPE_FLOAT32
- % 32 Complex, 2 float32 (Use float32, bitpix=64) % DT_COMPLEX64, NIFTI_TYPE_COMPLEX64
- % 64 Double precision (double or float64, bitpix=64) % DT_FLOAT64, NIFTI_TYPE_FLOAT64
- % 128 uint8 RGB (Use uint8, bitpix=24) % DT_RGB24, NIFTI_TYPE_RGB24
- % 256 Signed char (schar or int8, bitpix=8) % DT_INT8, NIFTI_TYPE_INT8
- % 511 Single RGB (Use float32, bitpix=96) % DT_RGB96, NIFTI_TYPE_RGB96
- % 512 Unsigned short (uint16, bitpix=16) % DT_UNINT16, NIFTI_TYPE_UNINT16
- % 768 Unsigned integer (uint32, bitpix=32) % DT_UNINT32, NIFTI_TYPE_UNINT32
- % 1024 Signed long long (int64, bitpix=64) % DT_INT64, NIFTI_TYPE_INT64
- % 1280 Unsigned long long (uint64, bitpix=64) % DT_UINT64, NIFTI_TYPE_UINT64
- % 1536 Long double, float128 (Unsupported, bitpix=128) % DT_FLOAT128, NIFTI_TYPE_FLOAT128
- % 1792 Complex128, 2 float64 (Use float64, bitpix=128) % DT_COMPLEX128, NIFTI_TYPE_COMPLEX128
- % 2048 Complex256, 2 float128 (Unsupported, bitpix=256) % DT_COMPLEX128, NIFTI_TYPE_COMPLEX128
- %
- switch hdr.dime.datatype
- case 1,
- hdr.dime.bitpix = 1; precision = 'ubit1';
- case 2,
- hdr.dime.bitpix = 8; precision = 'uint8';
- case 4,
- hdr.dime.bitpix = 16; precision = 'int16';
- case 8,
- hdr.dime.bitpix = 32; precision = 'int32';
- case 16,
- hdr.dime.bitpix = 32; precision = 'float32';
- case 32,
- hdr.dime.bitpix = 64; precision = 'float32';
- case 64,
- hdr.dime.bitpix = 64; precision = 'float64';
- case 128,
- hdr.dime.bitpix = 24; precision = 'uint8';
- case 256
- hdr.dime.bitpix = 8; precision = 'int8';
- case 511
- hdr.dime.bitpix = 96; precision = 'float32';
- case 512
- hdr.dime.bitpix = 16; precision = 'uint16';
- case 768
- hdr.dime.bitpix = 32; precision = 'uint32';
- case 1024
- hdr.dime.bitpix = 64; precision = 'int64';
- case 1280
- hdr.dime.bitpix = 64; precision = 'uint64';
- case 1792,
- hdr.dime.bitpix = 128; precision = 'float64';
- otherwise
- error('This datatype is not supported');
- end
- tmp = hdr.dime.dim(2:end);
- tmp(find(tmp < 1)) = 1;
- hdr.dime.dim(2:end) = tmp;
- % move pointer to the start of image block
- %
- switch filetype
- case {0, 1}
- fseek(fid, 0, 'bof');
- case 2
- fseek(fid, hdr.dime.vox_offset, 'bof');
- end
- % Load whole image block for old Analyze format or binary image;
- % otherwise, load images that are specified in img_idx, dim5_idx,
- % dim6_idx, and dim7_idx
- %
- % For binary image, we have to read all because pos can not be
- % seeked in bit and can not be calculated the way below.
- %
- if hdr.dime.datatype == 1 | isequal(hdr.dime.dim(4:8),ones(1,5)) | ...
- (isempty(img_idx) & isempty(dim5_idx) & isempty(dim6_idx) & isempty(dim7_idx) & isempty(slice_idx))
- % For each frame, precision of value will be read
- % in img_siz times, where img_siz is only the
- % dimension size of an image, not the byte storage
- % size of an image.
- %
- img_siz = prod(hdr.dime.dim(2:8));
- % For complex float32 or complex float64, voxel values
- % include [real, imag]
- %
- if hdr.dime.datatype == 32 | hdr.dime.datatype == 1792
- img_siz = img_siz * 2;
- end
-
- %MPH: For RGB24, voxel values include 3 separate color planes
- %
- if hdr.dime.datatype == 128 | hdr.dime.datatype == 511
- img_siz = img_siz * 3;
- end
- img = fread(fid, img_siz, sprintf('*%s',precision));
- d1 = hdr.dime.dim(2);
- d2 = hdr.dime.dim(3);
- d3 = hdr.dime.dim(4);
- d4 = hdr.dime.dim(5);
- d5 = hdr.dime.dim(6);
- d6 = hdr.dime.dim(7);
- d7 = hdr.dime.dim(8);
- if isempty(slice_idx)
- slice_idx = 1:d3;
- end
- if isempty(img_idx)
- img_idx = 1:d4;
- end
- if isempty(dim5_idx)
- dim5_idx = 1:d5;
- end
- if isempty(dim6_idx)
- dim6_idx = 1:d6;
- end
- if isempty(dim7_idx)
- dim7_idx = 1:d7;
- end
- else
- d1 = hdr.dime.dim(2);
- d2 = hdr.dime.dim(3);
- d3 = hdr.dime.dim(4);
- d4 = hdr.dime.dim(5);
- d5 = hdr.dime.dim(6);
- d6 = hdr.dime.dim(7);
- d7 = hdr.dime.dim(8);
- if isempty(slice_idx)
- slice_idx = 1:d3;
- end
- if isempty(img_idx)
- img_idx = 1:d4;
- end
- if isempty(dim5_idx)
- dim5_idx = 1:d5;
- end
- if isempty(dim6_idx)
- dim6_idx = 1:d6;
- end
- if isempty(dim7_idx)
- dim7_idx = 1:d7;
- end
-
- %ROMAN: begin
- roman = 1;
- if(roman)
- % compute size of one slice
- %
- img_siz = prod(hdr.dime.dim(2:3));
- % For complex float32 or complex float64, voxel values
- % include [real, imag]
- %
- if hdr.dime.datatype == 32 | hdr.dime.datatype == 1792
- img_siz = img_siz * 2;
- end
- %MPH: For RGB24, voxel values include 3 separate color planes
- %
- if hdr.dime.datatype == 128 | hdr.dime.datatype == 511
- img_siz = img_siz * 3;
- end
- % preallocate img
- img = zeros(img_siz, length(slice_idx)*length(img_idx)*length(dim5_idx)*length(dim6_idx)*length(dim7_idx) );
- currentIndex = 1;
- else
- img = [];
- end; %if(roman)
- % ROMAN: end
- for i7=1:length(dim7_idx)
- for i6=1:length(dim6_idx)
- for i5=1:length(dim5_idx)
- for t=1:length(img_idx)
- for s=1:length(slice_idx)
- % Position is seeked in bytes. To convert dimension size
- % to byte storage size, hdr.dime.bitpix/8 will be
- % applied.
- %
- pos = sub2ind([d1 d2 d3 d4 d5 d6 d7], 1, 1, slice_idx(s), ...
- img_idx(t), dim5_idx(i5),dim6_idx(i6),dim7_idx(i7)) -1;
- pos = pos * hdr.dime.bitpix/8;
- % ROMAN: begin
- if(roman)
- % do nothing
- else
- img_siz = prod(hdr.dime.dim(2:3));
- % For complex float32 or complex float64, voxel values
- % include [real, imag]
- %
- if hdr.dime.datatype == 32 | hdr.dime.datatype == 1792
- img_siz = img_siz * 2;
- end
- %MPH: For RGB24, voxel values include 3 separate color planes
- %
- if hdr.dime.datatype == 128 | hdr.dime.datatype == 511
- img_siz = img_siz * 3;
- end
- end; % if (roman)
- % ROMAN: end
-
- if filetype == 2
- fseek(fid, pos + hdr.dime.vox_offset, 'bof');
- else
- fseek(fid, pos, 'bof');
- end
- % For each frame, fread will read precision of value
- % in img_siz times
- %
- % ROMAN: begin
- if(roman)
- img(:,currentIndex) = fread(fid, img_siz, sprintf('*%s',precision));
- currentIndex = currentIndex +1;
- else
- img = [img fread(fid, img_siz, sprintf('*%s',precision))];
- end; %if(roman)
- % ROMAN: end
-
- end
- end
- end
- end
- end
- end
-
- % For complex float32 or complex float64, voxel values
- % include [real, imag]
- %
- if hdr.dime.datatype == 32 | hdr.dime.datatype == 1792
- img = reshape(img, [2, length(img)/2]);
- img = complex(img(1,:)', img(2,:)');
- end
- fclose(fid);
- % Update the global min and max values
- %
- hdr.dime.glmax = double(max(img(:)));
- hdr.dime.glmin = double(min(img(:)));
- % old_RGB treat RGB slice by slice, now it is treated voxel by voxel
- %
- if old_RGB & hdr.dime.datatype == 128 & hdr.dime.bitpix == 24
- % remove squeeze
- img = (reshape(img, [hdr.dime.dim(2:3) 3 length(slice_idx) length(img_idx) length(dim5_idx) length(dim6_idx) length(dim7_idx)]));
- img = permute(img, [1 2 4 3 5 6 7 8]);
- elseif hdr.dime.datatype == 128 & hdr.dime.bitpix == 24
- % remove squeeze
- img = (reshape(img, [3 hdr.dime.dim(2:3) length(slice_idx) length(img_idx) length(dim5_idx) length(dim6_idx) length(dim7_idx)]));
- img = permute(img, [2 3 4 1 5 6 7 8]);
- elseif hdr.dime.datatype == 511 & hdr.dime.bitpix == 96
- img = double(img(:));
- img = single((img - min(img))/(max(img) - min(img)));
- % remove squeeze
- img = (reshape(img, [3 hdr.dime.dim(2:3) length(slice_idx) length(img_idx) length(dim5_idx) length(dim6_idx) length(dim7_idx)]));
- img = permute(img, [2 3 4 1 5 6 7 8]);
- else
- % remove squeeze
- img = (reshape(img, [hdr.dime.dim(2:3) length(slice_idx) length(img_idx) length(dim5_idx) length(dim6_idx) length(dim7_idx)]));
- end
- if ~isempty(slice_idx)
- hdr.dime.dim(4) = length(slice_idx);
- end
- if ~isempty(img_idx)
- hdr.dime.dim(5) = length(img_idx);
- end
- if ~isempty(dim5_idx)
- hdr.dime.dim(6) = length(dim5_idx);
- end
- if ~isempty(dim6_idx)
- hdr.dime.dim(7) = length(dim6_idx);
- end
- if ~isempty(dim7_idx)
- hdr.dime.dim(8) = length(dim7_idx);
- end
- return % read_image
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