mia-3dsegment-ahmed - Online in the Cloud

PROGRAM:

NAME

mia-3dsegment-ahmed - Run a fuzzy c-means segmentation of a 3D image.

SYNOPSIS

mia-3dsegment-ahmed -i <in-file> -c <class-file> [options]

DESCRIPTION

mia-3dsegment-ahmed This program implements a variation of the paper:Mohamed N. Ahmed et.
al, "A Modified Fuzzy C-Means Algorithm for Bias Field estimation and Segmentation of MRI
Data", IEEE Trans. on Medical Imaging, Vol. 21, No. 3, March 2002, changes are: p=2, and
exp

OPTIONS

File-IO
-i --in-file=(input, required); io
image to be segmented For supported file types see PLUGINS:3dimage/io

-c --class-file=(output, required); io
class probability images, the image type must support multiple images and
floating point values For supported file types see PLUGINS:3dimage/io

-b --out-file=(output); io
Bias corrected image will be of the same type like the input image. If this
parameter is not given, then the bias correction will not be applied. For
supported file types see PLUGINS:3dimage/io

Help & Info
-V --verbose=warning
verbosity of output, print messages of given level and higher priorities.
Supported priorities starting at lowest level are:
info ‐ Low level messages
trace ‐ Function call trace
fail ‐ Report test failures
warning ‐ Warnings
error ‐ Report errors
debug ‐ Debug output
message ‐ Normal messages
fatal ‐ Report only fatal errors

--copyright
print copyright information

-h --help
print this help

-? --usage
print a short help

--version
print the version number and exit

Parameters
-n --no-of-classes=3
number of classesnumber of classes

-C --class-centres=
initial class centers, this parameter overrides 'no-of-clases'.

-s --spread=64
spread parameter describing the strength of mattar distinctionspread
parameter describing the strength of mattar distinction

Processing
--threads=-1
Maxiumum number of threads to use for processing,This number should be lower
or equal to the number of logical processor cores in the machine. (-1:
automatic estimation).Maxiumum number of threads to use for processing,This
number should be lower or equal to the number of logical processor cores in
the machine. (-1: automatic estimation).

PLUGINS: 3dimage/io

analyze Analyze 7.5 image

Recognized file extensions: .HDR, .hdr

Supported element types:
unsigned 8 bit, signed 16 bit, signed 32 bit, floating point 32 bit,
floating point 64 bit

datapool Virtual IO to and from the internal data pool

Recognized file extensions: .@

dicom Dicom image series as 3D

Recognized file extensions: .DCM, .dcm

Supported element types:
signed 16 bit, unsigned 16 bit

hdf5 HDF5 3D image IO

Recognized file extensions: .H5, .h5

Supported element types:
binary data, signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit,
signed 32 bit, unsigned 32 bit, signed 64 bit, unsigned 64 bit, floating
point 32 bit, floating point 64 bit

inria INRIA image

Recognized file extensions: .INR, .inr

Supported element types:
signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit, signed 32
bit, unsigned 32 bit, floating point 32 bit, floating point 64 bit

mhd MetaIO 3D image IO using the VTK implementation (experimental).

Recognized file extensions: .MHA, .MHD, .mha, .mhd

Supported element types:
signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit, signed 32
bit, unsigned 32 bit, floating point 32 bit, floating point 64 bit

nifti NIFTI-1 3D image IO

Recognized file extensions: .NII, .nii

Supported element types:
signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit, signed 32
bit, unsigned 32 bit, signed 64 bit, unsigned 64 bit, floating point 32
bit, floating point 64 bit

vff VFF Sun raster format

Recognized file extensions: .VFF, .vff

Supported element types:
unsigned 8 bit, signed 16 bit

vista Vista 3D

Recognized file extensions: .V, .VISTA, .v, .vista

Supported element types:
binary data, signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit,
signed 32 bit, unsigned 32 bit, floating point 32 bit, floating point 64
bit

vti 3D image VTK-XML in- and output (experimental).

Recognized file extensions: .VTI, .vti

Supported element types:
signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit, signed 32
bit, unsigned 32 bit, floating point 32 bit, floating point 64 bit

vtk 3D VTK image legacy in- and output (experimental).

Recognized file extensions: .VTK, .VTKIMAGE, .vtk, .vtkimage

Supported element types:
binary data, signed 8 bit, unsigned 8 bit, signed 16 bit, unsigned 16 bit,
signed 32 bit, unsigned 32 bit, floating point 32 bit, floating point 64
bit

EXAMPLE

Run a 5-class segmentation over input image input.v and store the class probability images
in cls.v.

mia-3dsegment-ahmed -i input.v -a 5 -o cls.v

AUTHOR(s)

Gert Wollny

COPYRIGHT

This software is Copyright (c) 1999‐2015 Leipzig, Germany and Madrid, Spain. It comes
with ABSOLUTELY NO WARRANTY and you may redistribute it under the terms of the GNU
GENERAL PUBLIC LICENSE Version 3 (or later). For more information run the program with the
option '--copyright'.

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