mrthreshold

Synopsis

Create bitwise image by thresholding image intensity

Usage

mrthreshold [ options ]  input[ output ]
  • input: the input image to be thresholded
  • output: the (optional) output binary image mask

Description

The threshold value to be applied can be determined in one of a number of ways:

  • If no relevant command-line option is used, the command will automatically determine an optimal threshold;
  • The -abs option provides the threshold value explicitly;
  • The -percentile, -top and -bottom options enable more fine-grained control over how the threshold value is determined.

The -mask option only influences those image values that contribute toward the determination of the threshold value; once the threshold is determined, it is applied to the entire image, irrespective of use of the -mask option. If you wish for the voxels outside of the specified mask to additionally be excluded from the output mask, this can be achieved by providing the -out_masked option.

The four operators available through the “-comparison” option (“lt”, “le”, “ge” and “gt”) correspond to “less-than” (<), “less-than-or-equal” (<=), “greater-than-or-equal” (>=) and “greater-than” (>). This offers fine-grained control over how the thresholding operation will behave in the presence of values equivalent to the threshold. By default, the command will select voxels with values greater than or equal to the determined threshold (“ge”); unless the -bottom option is used, in which case after a threshold is determined from the relevant lowest-valued image voxels, those voxels with values less than or equal to that threshold (“le”) are selected. This provides more fine-grained control than the -invert option; the latter is provided for backwards compatibility, but is equivalent to selection of the opposite comparison within this selection.

If no output image path is specified, the command will instead write to standard output the determined threshold value.

Options

Threshold determination mechanisms

  • -abs value specify threshold value as absolute intensity
  • -percentile value determine threshold based on some percentile of the image intensity distribution
  • -top count determine threshold that will result in selection of some number of top-valued voxels
  • -bottom count determine & apply threshold resulting in selection of some number of bottom-valued voxels (note: implies threshold application operator of “le” unless otherwise specified)

Threshold determination modifiers

  • -allvolumes compute a single threshold for all image volumes, rather than an individual threshold per volume
  • -ignorezero ignore zero-valued input values during threshold determination
  • -mask image compute the threshold based only on values within an input mask image

Threshold application modifiers

  • -comparison choice comparison operator to use when applying the threshold; options are: lt,le,ge,gt (default = “le” for -bottom; “ge” otherwise)
  • -invert invert the output binary mask (equivalent to flipping the operator; provided for backwards compatibility)
  • -out_masked mask the output image based on the provided input mask image
  • -nan set voxels that fail the threshold to NaN rather than zero (output image will be floating-point rather than binary)

Standard options

  • -info display information messages.
  • -quiet do not display information messages or progress status; alternatively, this can be achieved by setting the MRTRIX_QUIET environment variable to a non-empty string.
  • -debug display debugging messages.
  • -force force overwrite of output files (caution: using the same file as input and output might cause unexpected behaviour).
  • -nthreads number use this number of threads in multi-threaded applications (set to 0 to disable multi-threading).
  • -config key value (multiple uses permitted) temporarily set the value of an MRtrix config file entry.
  • -help display this information page and exit.
  • -version display version information and exit.

References

  • If not using any explicit thresholding mechanism: Ridgway, G. R.; Omar, R.; Ourselin, S.; Hill, D. L.; Warren, J. D. & Fox, N. C. Issues with threshold masking in voxel-based morphometry of atrophied brains. NeuroImage, 2009, 44, 99-111

Author: Robert E. Smith (robert.smith@florey.edu.au) and J-Donald Tournier (jdtournier@gmail.com)

Copyright: Copyright (c) 2008-2019 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/.