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aedes_read_nifti.m
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aedes_read_nifti.m
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function [DATA,msg] = aedes_read_nifti(filename,varargin)
% AEDES_READ_NIFTI - Read NIfTI (*.nii) and Analyze 7.5 (*.hdr,*.img) files
%
%
% Synopsis:
% [DATA,msg]=aedes_read_nifti(filename,opt)
% [DATA,msg]=aedes_read_nifti(DATA.HDR)
%
% Description:
% The function reads the NIfTI and Analyze 7.5 file formats and
% returns data in DATA.FTDATA and header in DATA.HDR (for more
% information about the structure of DATA, see the help of AEDES_READFID
% function, i.e. type "help aedes_readfid"). If error has occurred during
% reading, the DATA structure is empty and the second output
% argument msg contains the error message. The function is capable
% of reading NIfTI and Analyze 7.5 files in the two file
% format (*.img and *.hdr) and the NIfTI on file format (*.nii).
%
% First input argument can be either the full path to the NIfTI or
% Analyze 7.5 file or the NIfTI/Analyze7.5 header structure. If the
% second input argument is a string 'header', only the header of
% the file is read. If the function is called without input
% arguments, a file dialog will appear to browse for a file.
%
%
% Acknowledgment: This function is modified under GNU license from
% MRI_TOOLBOX developed by CNSP in Flinders University,
% Australia. Some parts are also originally written by Jimmy Shen.
% See the following links:
% http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=8797&objectType=file
% http://eeg.sourceforge.net/
%
% NIfTI data format specifications can be found here:
% http://nifti.nimh.nih.gov
%
% Examples:
% [DATA,msg]=aedes_read_nifti(filename,'header'); % Read only header
% [DATA,msg]=aedes_read_nifti(DATA.HDR); % Read data
% or
% [DATA,msg]=aedes_read_nifti; % Browse for a file and
% % read both header and
% % data
% or
% [DATA,msg]=aedes_read_nifti(filename) % Read both header and
% % data
%
% See also:
% AEDES_READFID, AEDES, AEDES_WRITE_NIFTI
% This function is a part of Aedes - A graphical tool for analyzing
% medical images
%
% Copyright (C) 2006 Juha-Pekka Niskanen <Juha-Pekka.Niskanen@uku.fi>
% Copyright (C) 2006 Jimmy Shen
%
% Department of Physics, Department of Neurobiology
% University of Kuopio, FINLAND
%
% This program may be used under the terms of the GNU General Public
% License version 2.0 as published by the Free Software Foundation
% and appearing in the file LICENSE.TXT included in the packaging of
% this program.
%
% This program is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
% WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
DATA=[];
data=[];
msg='';
ReadHdr = true;
ReadData = true;
machine=[];
%% Parse input arguments
switch nargin
%% Ask for a file name, if not provided in the input argument
case 0,
[f_name, f_path, f_index] = uigetfile( ...
{'*.nii;*.NII;*.nii.gz;*.hdr;*.HDR',...
'NIfTI and Analyze 7.5 files (*.nii,*.nii.gz,*.hdr)'; ...
'*.*', 'All Files (*.*)'}, ...
'Select NIfTI or Analyze 7.5 files');
if ( all(f_name==0) | all(f_path==0) ) % Cancel is pressed
DATA=[];
msg_out='Canceled';
return
end
filename=[f_path,f_name];
case 1,
if isstruct(filename)
hdr=filename;
filename=[hdr.fpath,hdr.fname];
machine = hdr.byteorder;
ReadHdr = false;
ReadData = true;
else
ReadHdr = true;
ReadData = true;
end
case 2,
% Read only header
if strcmpi(varargin{1},'header')
ReadHdr = true;
ReadData = false;
else
msg=['Unknown option "' varargin{1} '".'];
return
end
otherwise
msg='Too many input arguments';
return
end
%% Parse filename
[f_path,f_name,f_ext] = fileparts(filename);
if isempty(f_path)
% If there is no path information in "filename", do some extra stuff
% here...
filename = which(filename);
[f_path,f_name,f_ext] = fileparts(filename);
end
%% Check if the file is gzipped NIfTI (*.nii.gz)
gz_filename = '';
if strcmpi(f_ext,'.gz') && length(f_name)>3 && ...
strcmpi(f_name(end-3:end),'.nii')
% Try to gunzip the file to a temporary folder and read it from there
try
gunzip(filename,tempdir);
catch
error('Could not gunzip "%s" to "%s"',filename,tempdir)
end
gz_filename = fullfile(tempdir,f_name);
[f_path,f_name,f_ext]=fileparts(gz_filename);
end
%% Read header
if ReadHdr
[hdr,tmp_msg,machine]=l_ReadHdr([f_path,filesep,f_name],f_ext,machine);
if isempty(hdr)
DATA=[];
if iscell(tmp_msg)
msg = {'Error while reading data header.',...
tmp_msg{:}};
else
msg = {'Error while reading data header.',...
tmp_msg};
end
return
end
end
%% Set dataformat string
if strcmp(hdr.FileHeader.hist.magic,'n+1')
DATA.DataFormat = 'NIfTI(1)'; % NIfTI format (*.nii), one file
filetype=2;
elseif strcmp(hdr.FileHeader.hist.magic,'ni1')
DATA.DataFormat = 'NIfTI(2)'; % NIfTI format (*.hdr,*.img), two files
filetype=1;
else
DATA.DataFormat = 'Analyze75'; % Analyze 7.5 format (*.hdr,*.img), two
% files
filetype=0;
end
%% Read data
if ReadData
[data,hdr,tmp_msg]=l_ReadData(hdr,machine,[f_path,filesep,f_name,f_ext],filetype);
if isempty(data)
DATA=[];
if iscell(tmp_msg)
msg = {'Error while reading data.',...
tmp_msg{:}};
else
msg = {'Error while reading data.',...
tmp_msg};
end
return
end
end
%% Set fields to DATA
if isempty(gz_filename)
DATA.HDR.FileHeader = hdr.FileHeader;
DATA.HDR.fname = [f_name,f_ext];
DATA.HDR.fpath = [f_path,filesep];
DATA.HDR.byteorder = machine;
else
% In .nii.gz files, use the original filename
[f_path,f_name,f_ext] = fileparts(filename);
% Clean up -> remove the temporary gunzipped file
try
delete(gz_filename)
catch
warning(['Could not remove temporary file "%s". ',...
'Maybe you should see what''s wrong...'],gz_filename)
end
DATA.HDR.FileHeader = hdr.FileHeader;
DATA.HDR.fname = [f_name,f_ext];
DATA.HDR.fpath = [f_path,filesep];
DATA.HDR.byteorder = machine;
end
% Set xyz and time units
tmp=dec2bin(DATA.HDR.FileHeader.dime.xyzt_units,8);
xyzunits = tmp(6:8);
timeunits = tmp(3:5);
% Units of spatial and temporal dimensions:
% 0 = Unknown, 1 = meter, 2 = millimeter, 3 = micrometer, 8 = seconds
% 16 = milliseconds, 24 = microseconds, 32 = Hertz, 40 = ppm,
% 48 = rad/sec.
% Bits 0..2 of xyzt_units specify the units of pixdim[1..3]. Bits
% 3..5 of xyzt_units specify the units of pixdim[4] and are multiples
% of 8.
if bin2dec(xyzunits)==0
DATA.HDR.xyzunits = 'Unknown';
elseif bin2dec(xyzunits)==1
DATA.HDR.xyzunits = 'meter';
elseif bin2dec(xyzunits)==2
DATA.HDR.xyzunits = 'mm';
elseif bin2dec(xyzunits)==3
DATA.HDR.xyzunits = 'micron';
end
if bin2dec(timeunits)==0
DATA.HDR.timeunits = 'Unknown';
elseif bin2dec(timeunits)==1
DATA.HDR.timeunits = 'sec';
elseif bin2dec(timeunits)==2
DATA.HDR.timeunits = 'msec';
elseif bin2dec(timeunits)==3
DATA.HDR.timeunits = 'usec';
elseif bin2dec(timeunits)==4
DATA.HDR.timeunits = 'Hz';
elseif bin2dec(timeunits)==5
DATA.HDR.timeunits = 'ppm';
elseif bin2dec(timeunits)==6
DATA.HDR.timeunits = 'rad/sec';
end
if ReadData
DATA.FTDATA = data;
DATA.KSPACE=[];
end
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%
%% Read NIfTI/Analyze75 header
%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [hdr,msg,machine]=l_ReadHdr(filename,ext,machine)
hdr=[];
msg='';
%% Try first little-endian byte ordering
if isempty(machine)
machine = 'ieee-le';
end
new_ext = 0;
if strcmpi(ext,'.nii')
new_ext = 1;
else
new_ext = 0;
end
if any(strcmpi(ext,{'.hdr','.nii'}))
fname = [filename,ext];
elseif strcmpi(ext,'.img')
fname = [filename,'.hdr'];
end
fid = fopen(fname,'r',machine);
if fid < 0,
hdr=[];
msg = sprintf('Cannot open file %s.',fname);
return
end
%% Try to determine if the header file is Analyze75 or NIfTI
fseek(fid,344,'bof');
tmp=fread(fid,4,'*char');
tmp=deblank(tmp');
if isempty(tmp)
filetype=0; % Analyze 7.5
elseif strcmpi(tmp,'ni1')
filetype=1; % Two file NIfTI
elseif strcmpi(tmp,'n+1')
filetype=2; % One file NIfTI
else
% Somethings wrong -> throw an error
fclose(fid);
hdr=[];
msg = sprintf(['The file "%s" is not a valid NIfTI/Analyze 7.5 header ' ...
'file.'],fname);
return
end
% Rewind file
fseek(fid,0,'bof');
% Read header
hdr.FileHeader = read_header(fid,filetype);
fclose(fid);
% Check if machine format was correct
if hdr.FileHeader.hk.sizeof_hdr ~= 348
% first try reading the opposite endian to 'machine'
switch machine,
case 'ieee-le', machine = 'ieee-be';
case 'ieee-be', machine = 'ieee-le';
end
fid = fopen(fname,'r',machine);
if fid < 0,
hdr=[];
msg = sprintf('Cannot open file %s.',fname);
else
hdr.FileHeader = read_header(fid,filetype);
fclose(fid);
end
end
if hdr.FileHeader.hk.sizeof_hdr ~= 348
% Now throw an error
hdr=[];
msg = sprintf('File "%s" is probably corrupted.',fname);
end
% $$$ if strcmp(hdr.hist.magic, 'n+1')
% $$$ filetype = 2;
% $$$ elseif strcmp(hdr.hist.magic, 'ni1')
% $$$ filetype = 1;
% $$$ else
% $$$ filetype = 0;
% $$$ end
return % load_nii_hdr
%---------------------------------------------------------------------
function [ dsr ] = read_header(fid,filetype)
% Original header structures
% struct dsr
% {
% struct header_key hk; /* 0 + 40 */
% struct image_dimension dime; /* 40 + 108 */
% struct data_history hist; /* 148 + 200 */
% }; /* total= 348 bytes*/
dsr.hk = header_key(fid);
dsr.dime = image_dimension(fid);
dsr.hist = data_history(fid,filetype);
% For Analyze data format
%
% $$$ if ~strcmp(dsr.hist.magic, 'n+1') & ~strcmp(dsr.hist.magic, 'ni1')
% $$$ dsr.dime.scl_slope = 0;
% $$$ dsr.hist.qform_code = 0;
% $$$ dsr.hist.sform_code = 0;
% $$$ end
return % read_header
%---------------------------------------------------------------------
function [ hk ] = header_key(fid)
fseek(fid,0,'bof');
% Original header structures
% struct header_key /* header key */
% { /* off + size */
% int sizeof_hdr /* 0 + 4 */
% char data_type[10]; /* 4 + 10 */
% char db_name[18]; /* 14 + 18 */
% int extents; /* 32 + 4 */
% short int session_error; /* 36 + 2 */
% char regular; /* 38 + 1 */
% char dim_info; % char hkey_un0; /* 39 + 1 */
% }; /* total=40 bytes */
%
% int sizeof_header Should be 348.
% char regular Must be 'r' to indicate that all images and
% volumes are the same size.
hk.sizeof_hdr = fread(fid, 1,'int32')'; % should be 348!
hk.data_type = deblank(fread(fid,10,'*char')');
hk.db_name = deblank(fread(fid,18,'*char')');
hk.extents = fread(fid, 1,'int32')';
hk.session_error = fread(fid, 1,'int16')';
hk.regular = fread(fid, 1,'*char')';
hk.dim_info = fread(fid, 1,'char')';
return % header_key
%---------------------------------------------------------------------
function [ dime ] = image_dimension(fid)
% Original header structures
% struct image_dimension
% { /* off + size */
% short int dim[8]; /* 0 + 16 */
% /*
% dim[0] Number of dimensions in database; usually 4.
% dim[1] Image X dimension; number of *pixels* in an image row.
% dim[2] Image Y dimension; number of *pixel rows* in slice.
% dim[3] Volume Z dimension; number of *slices* in a volume.
% dim[4] Time points; number of volumes in database
% */
% float intent_p1; % char vox_units[4]; /* 16 + 4 */
% float intent_p2; % char cal_units[8]; /* 20 + 4 */
% float intent_p3; % char cal_units[8]; /* 24 + 4 */
% short int intent_code; % short int unused1; /* 28 + 2 */
% short int datatype; /* 30 + 2 */
% short int bitpix; /* 32 + 2 */
% short int slice_start; % short int dim_un0; /* 34 + 2 */
% float pixdim[8]; /* 36 + 32 */
% /*
% pixdim[] specifies the voxel dimensions:
% pixdim[1] - voxel width, mm
% pixdim[2] - voxel height, mm
% pixdim[3] - slice thickness, mm
% pixdim[4] - volume timing, in msec
% ..etc
% */
% float vox_offset; /* 68 + 4 */
% float scl_slope; % float roi_scale; /* 72 + 4 */
% float scl_inter; % float funused1; /* 76 + 4 */
% short slice_end; % float funused2; /* 80 + 2 */
% char slice_code; % float funused2; /* 82 + 1 */
% char xyzt_units; % float funused2; /* 83 + 1 */
% float cal_max; /* 84 + 4 */
% float cal_min; /* 88 + 4 */
% float slice_duration; % int compressed; /* 92 + 4 */
% float toffset; % int verified; /* 96 + 4 */
% int glmax; /* 100 + 4 */
% int glmin; /* 104 + 4 */
% }; /* total=108 bytes */
dime.dim = fread(fid,8,'int16')';
dime.intent_p1 = fread(fid,1,'float32')';
dime.intent_p2 = fread(fid,1,'float32')';
dime.intent_p3 = fread(fid,1,'float32')';
dime.intent_code = fread(fid,1,'int16')';
dime.datatype = fread(fid,1,'int16')';
dime.bitpix = fread(fid,1,'int16')';
dime.slice_start = fread(fid,1,'int16')';
dime.pixdim = fread(fid,8,'float32')';
dime.vox_offset = fread(fid,1,'float32')';
dime.scl_slope = fread(fid,1,'float32')';
dime.scl_inter = fread(fid,1,'float32')';
dime.slice_end = fread(fid,1,'int16')';
dime.slice_code = fread(fid,1,'char')';
dime.xyzt_units = fread(fid,1,'char')';
dime.cal_max = fread(fid,1,'float32')';
dime.cal_min = fread(fid,1,'float32')';
dime.slice_duration = fread(fid,1,'float32')';
dime.toffset = fread(fid,1,'float32')';
dime.glmax = fread(fid,1,'int32')';
dime.glmin = fread(fid,1,'int32')';
return % image_dimension
%---------------------------------------------------------------------
function [ hist ] = data_history(fid,filetype)
% Original header structures /* (NIfTI format) */
% struct data_history
% { /* off + size */
% char descrip[80]; /* 0 + 80 */
% char aux_file[24]; /* 80 + 24 */
% short int qform_code; /* 104 + 2 */
% short int sform_code; /* 106 + 2 */
% float quatern_b; /* 108 + 4 */
% float quatern_c; /* 112 + 4 */
% float quatern_d; /* 116 + 4 */
% float qoffset_x; /* 120 + 4 */
% float qoffset_y; /* 124 + 4 */
% float qoffset_z; /* 128 + 4 */
% float srow_x[4]; /* 132 + 16 */
% float srow_y[4]; /* 148 + 16 */
% float srow_z[4]; /* 164 + 16 */
% char intent_name[16]; /* 180 + 16 */
% char magic[4]; % int smin; /* 196 + 4 */
% }; /* total=200 bytes */
hist.descrip = deblank(fread(fid,80,'*char')');
hist.aux_file = deblank(fread(fid,24,'*char')');
%% Read NIfTI fields
if any(filetype==[1 2])
hist.qform_code = fread(fid,1,'int16')';
hist.sform_code = fread(fid,1,'int16')';
hist.quatern_b = fread(fid,1,'float32')';
hist.quatern_c = fread(fid,1,'float32')';
hist.quatern_d = fread(fid,1,'float32')';
hist.qoffset_x = fread(fid,1,'float32')';
hist.qoffset_y = fread(fid,1,'float32')';
hist.qoffset_z = fread(fid,1,'float32')';
hist.srow_x = fread(fid,4,'float32')';
hist.srow_y = fread(fid,4,'float32')';
hist.srow_z = fread(fid,4,'float32')';
hist.intent_name = deblank(fread(fid,16,'*char')');
hist.magic = deblank(fread(fid,4,'*char')');
else % Read Analyze 7.5 fields
hist.orient = fread(fid, 1,'*char');
hist.originator = fread(fid,5,'*int16')';
hist.generated = fread(fid,10,'*char')';
hist.scannum = fread(fid,10,'*char')';
hist.patient_id = fread(fid,10,'*char')';
hist.exp_date = fread(fid,10,'*char')';
hist.exp_time = fread(fid,10,'*char')';
hist.hist_un0 = fread(fid, 3,'*char')';
hist.views = fread(fid, 1,'*int32');
hist.vols_added = fread(fid, 1,'*int32');
hist.start_field = fread(fid, 1,'*int32');
hist.field_skip = fread(fid, 1,'*int32');
hist.omax = fread(fid, 1,'*int32');
hist.omin = fread(fid, 1,'*int32');
hist.smax = fread(fid, 1,'*int32');
hist.smin = fread(fid, 1,'*int32');
% Read also the magic field
fseek(fid,344,'bof');
hist.magic = deblank(fread(fid,4,'*char')');
end
fseek(fid,253,'bof');
hist.originator = fread(fid, 5,'int16')';
return % data_history
%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%
%% Read NIfTI data
%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [data,hdr,msg]=l_ReadData(hdr,machine,filename,filetype)
img_idx = [];
old_RGB = 0;
msg='';
%% Use little endian byte ordering by default
if isempty(machine)
machine='ieee-le';
end
[fpath,fname,fext]=fileparts(filename);
if any(filetype==[0 1])
filename = [fpath,filesep,fname,'.img'];
%% Make sure that the *.img file is found
if exist(filename,'file')~=2
data=[];
hdr=[];
msg = {'Could not find data file',...
['"' filename '"']};
return
end
else
filename = [fpath,filesep,fname,'.nii'];
end
try
[data,hdr.FileHeader] = read_image(hdr.FileHeader,filetype,filename,machine,img_idx, ...
old_RGB);
catch
data=[];
hdr=[];
msg = lasterr;
end
return
%---------------------------------------------------------------------
function [img,hdr] = read_image(hdr, filetype,filename,machine,img_idx,old_RGB)
%switch filetype
% case {0, 1}
% fn = [fileprefix '.img'];
% case 2
% fn = [fileprefix '.nii'];
%end
fid = fopen(filename,'r',machine);
if fid < 0,
msg = sprintf('Cannot open file %s.',filename);
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 (Unsupported, 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 (Unsupported, 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 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';
otherwise
error('This datatype is not supported');
end
% 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,
% or img_idx is empty; otherwise, load images that are specified
% in img_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 filetype == 0 | hdr.dime.datatype == 1 | isempty(img_idx)
img = fread(fid,inf,sprintf('*%s',precision));
else
img = [];
for i=1:length(img_idx)
% 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(2:4));
% Position is seeked in bytes. To convert dimension size
% to byte storage size, hdr.dime.bitpix/8 will be
% applied.
%
pos = (img_idx(i) - 1) * img_siz * hdr.dime.bitpix/8;
if filetype == 2
fseek(fid, pos + hdr.dime.vox_offset, 'bof');
else
fseek(fid, pos, 'bof');
end
% fread will read precision of value in img_siz times
%
img = [img fread(fid,img_siz,sprintf('*%s',precision))];
end
end
fclose(fid);
% Update the global min and max values
%hdr.dime.glmax = max(double(img(:)));
%hdr.dime.glmin = min(double(img(:)));
if isempty(img_idx)
img_idx = 1:hdr.dime.dim(5);
end
if old_RGB & hdr.dime.datatype == 128 & hdr.dime.bitpix == 24
img = squeeze(reshape(img, [hdr.dime.dim(2:3) 3 hdr.dime.dim(4) length(img_idx)]));
img = permute(img, [1 2 4 3 5]);
elseif hdr.dime.datatype == 128 & hdr.dime.bitpix == 24
img = squeeze(reshape(img, [3 hdr.dime.dim(2:4) length(img_idx)]));
img = permute(img, [2 3 4 1 5]);
elseif hdr.dime.datatype == 511 & hdr.dime.bitpix == 96
img = double(img);
img = (img - min(img))/(max(img) - min(img));
img = squeeze(reshape(img, [3 hdr.dime.dim(2:4) length(img_idx)]));
img = permute(img, [2 3 4 1 5]);
else
%img = squeeze(reshape(img, [hdr.dime.dim(2:4) length(img_idx)]));
img = reshape(img, [hdr.dime.dim(2:4) length(img_idx)]);
img = flipdim(permute(img,[2 1 3 4]),1);
end
if ~isempty(img_idx)
hdr.dime.dim(5) = length(img_idx);
end
%% Scale data if requested
if isfield(hdr.dime,'scl_slope') && hdr.dime.scl_slope~=0
if isfield(hdr.dime,'scl_inter')
if hdr.dime.scl_slope~=1 && hdr.dime.scl_inter~=0
img = double(img);
img = hdr.dime.scl_slope*img+hdr.dime.scl_inter;
end
else
if hdr.dime.scl_slope~=1
img = double(img);
img = hdr.dime.scl_slope*img;
end
end
end
return % read_image