Viewing contents of file '../idllib/astron/contrib/varosi/vlib/allpro/convol3d.pro'
;+
; NAME:
; CONVOL3D
; PURPOSE:
; Convolution or correlation of two 3D arrays (volumetric data),
; or autocorrelation of a single 3D array.
; Default is to compute using product of Fourier transforms.
;
; CALLING SEQUENCE:
;
; imconv = convol3d( voldata, psf, FT_PSF = psf_FT )
; or:
; correl = convol3d( voldata1, voldata2, /CORREL )
; or:
; correl = convol3d( voldata, /AUTO )
;
; INPUTS:
; voldata = 3-D array to be convolved with PSF.
; psf = the 3-D array Point Spread Function,
; with size < or = to size of voldata.
;
; KEYWORDS:
;
; FT_PSF = passes out/in the Fourier transform of the PSF,
; (so that it can be re-used the next time function is called).
;
; FT_VOLDATA = passes out/in the Fourier transform of voldata.
;
; /CORRELATE uses the conjugate of the Fourier transform of PSF,
; to compute the cross-correlation of voldata and PSF,
; (equivalent to IDL function convol() with NO rotation of PSF).
;
; /AUTO_CORR computes the auto-correlation function of voldata using FFT.
;
; /NO_FT overrides the use of FFT, using IDL function convol() instead.
; (then PSF is rotated by 180 degrees to give same result)
; METHOD:
; When using FFT, PSF is centered & expanded to size of voldata.
; Basically a copy of function convolve modified from 2D to 3D.
; HISTORY:
; written, Frank Varosi, NASA/GSFC 1997,
;-
function convol3d, voldata, psf, FT_PSF=psf_FT, FT_VOLDATA=vdFT, NO_FT=noft, $
CORRELATE=correlate, AUTO_CORRELATION=auto
sv = size( voldata )
sp = size( psf )
spf = size( psf_FT )
if (spf(0) ne 3) or (spf(spf(0)+1) ne 6) then no_psf_FT = 1
if (spf(0) eq 3) and (sv(0) eq 3) then begin
if max( abs( spf(1:sp(0)) - sv(1:sv(0)) ) ) then no_psf_FT = 1
endif
if (sv(0) ne 3) or ((sp(0) ne 3) and $
keyword_set( no_psf_FT ) and (NOT keyword_set( auto ))) then begin
print,"syntax: result = convol3d( voldata, psf )
print," or: result = convol3d( voldata, psf, FT_PSF=psf_FT )
print," or: correl = convol3d( voldata1, voldata2, /CORREL )
print," or: autocorr = convol3d( voldata, /AUTO )
return,0
endif
if keyword_set( noft ) then begin
if keyword_set( auto ) then begin
message,"auto-correlation available only with FFT",/INFO
return, voldata
endif else if keyword_set( correlate ) then $
return, convol( voldata, psf ) $
else return, convol( voldata, rotate( psf, 2 ) )
endif
sc = sv/2
npix = N_elements( voldata )
sif = size( vdFT )
if (sif(0) ne 3) or (sif(sif(0)+1) ne 6) or $
(sif(1) ne sv(1)) or (sif(2) ne sv(2)) then vdFT = FFT( voldata,-1 )
if keyword_set( auto ) then $
return, shift( npix*float( FFT( vdFT*conj( vdFT ), 1 ) ), $
sc(1), sc(2), sc(3) )
if Keyword_Set( no_psf_FT ) then begin
s2 = sc + (sv MOD 2)*(sp LT sv) ;correct for odd size voldata.
Loc = (s2 - sp/2) > 0 ;center PSF in new array,
s = (sp/2 - s2) > 0 ;handle all cases: smaller or bigger
L = (s + sv-1) < (sp-1)
psf_FT = complexarr( sv(1), sv(2), sv(3) )
psf_FT(Loc(1),Loc(2),Loc(3)) =psf(s(1):L(1),s(2):L(2),s(3):L(3))
psf_FT = FFT( psf_FT, -1, /OVERWRITE )
endif
if keyword_set( correlate ) then $
conv = npix * float( FFT( vdFT * conj( psf_FT ), 1 ) ) $
else conv = npix * float( FFT( vdFT * psf_FT, 1 ) )
return, shift( conv, sc(1), sc(2), sc(3) )
end