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Re: smoothing with 3dmerge vs. spm_smooth

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July 16, 2012 10:52AM
AFNI's blurring programs (3dmerge and 3dBlurInMask) just add smoothness to datasets, so if there is some pre-existing smoothness, you will end up with more smoothness than you might anticipate. I imagine that SPM (etc.) does the same.

Assuming the spatially uniform Gaussian model for smoothness is correct (which is what 3dFWHMx estimates), then if the pre-existing smoothness were described by FWHM of 'P' and you then blurred with an additional FWHM of 'Q', you should get a final FWHM of sqrt(P*P+Q*Q). This pre-existing smoothness can arise from several different sources: the pulse sequence used for image acquisition (spiral vs. EPI, ramp-sampling), T2* decay during readout, and the image reconstruction algorithm itself (e.g., GE's default recon is usually somewhat smoother than Siemens').

Not knowing anything about how SPM smooths or estimates smoothness, I can't comment on the difference between their results and ours. 3dmerge usually uses a FIR filter for smoothing, but will switch to an FFT-based method for larger kernels. 3dBlurInMask (and 3dBlurToFWHM) use an iterative diffusive filter.
Subject Author Posted

smoothing with 3dmerge vs. spm_smooth

nick July 11, 2012 02:36PM

Re: smoothing with 3dmerge vs. spm_smooth

Hang Joon Jo July 11, 2012 06:21PM

Re: smoothing with 3dmerge vs. spm_smooth

nick July 12, 2012 07:50AM

Re: smoothing with 3dmerge vs. spm_smooth

Bob Cox July 16, 2012 10:52AM

Re: smoothing with 3dmerge vs. spm_smooth

nick July 16, 2012 11:16AM

Re: smoothing with 3dmerge vs. spm_smooth

rick reynolds July 11, 2012 09:12PM

Re: smoothing with 3dmerge vs. spm_smooth

nick July 12, 2012 07:54AM



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