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pfstmo_fattal02(1)					    pfstmo_fattal02(1)

NAME
       pfstmo_fattal02 - Gradient domain high dynamic range compression

SYNOPSIS
       pfstmo_fattal02 [--alpha <val>] [--beta <val>] [--gamma <val>] [--satu‐
       ration <val>] [--noise  <val>]  [--detail-level	<val>]	[--black-point
       <val>] [--white-point <val>] [--multigrid] [--verbose] [--help]

DESCRIPTION
       This command implements a tone mapping operator as described in:

       Gradient	 Domain	 High Dynamic Range Compression R. Fattal, D. Lischin‐
       ski, and M. Werman In ACM Transactions  on  Graphics,  31(3),  p.  249,
       2002.

       With  respect  to  the original paper, this program provides additional
       parameter which limits the amplification of noise. The noise  is	 often
       starkly	amplified  because of division by zero in one of the equations
       in the paper. Extension contributed by Przemyslaw Bazarnik.

       At the core of the programme is a Poisson PDE which as suggested in the
       original	 paper	is  solved  using a Full Multigrid Algorithm. However,
       this is an iterative solver which seems to lose accuracy	 when  applied
       to higher resolution images resulting in halo effects and surreal look‐
       ing images. For that reason a second solver has been implemented	 using
       the discrete cosine transform as the underlying method and is consider‐
       ably more accurate mainly because it is a direct solver. This solver is
       the  preferred  method and is used by default. The old multigrid solver
       can be selected with the --multigrid (-m) option.

OPTIONS
       --alpha <val>, -a <val>

	      Set alpha parameter. This parameter is depreciated as setting  a
	      <val>  other  than  1.0  has  only  the effect of a global gamma
	      adjustment of the luminance channel which can be directly speci‐
	      fied  using the --gamma option. See the paper for the definition
	      of alpha. It can be shown, although not mentioned in the	paper,
	      that setting alpha other than 1.0 has the same effect as setting
	      gamma = alpha^(k*(1-beta)), where beta is the value as specified
	      by  --beta and k is the number of levels of the Gaussian Pyramid
	      (see paper for details), which depends on the image  pixel  size
	      (smallest	     k	    so	    that     2^(k+detail_level)	    >=
	      min(width,height)/MSIZE, MSIZE see source code, e.g. 8 or 32).

       --beta <val>, -b <val>

	      Set beta parameter. <val> sets the strength of  gradient	(local
	      contrast) modification.  Suggested range is 0.8 to 0.96, default
	      is 0.9 (see paper for details).  Value of 1 does not change con‐
	      trasts,  values  above  1	 reverse the effect: local contrast is
	      stretched and details are attenuated.  Values below 0.5 lead  to
	      very  strong  amplification of small contrast, so consider using
	      --noise parameter to prevent noise.

       --gamma <val>, -g <val>

	      Set luminance gamma adjustment.  This  can  be  described	 as  a
	      global  contrast	enhancement  and  is  applied  after the local
	      enhancement as specified by the parameter --beta	is  performed.
	      Gamma  adjustment	 or  correction	 is defined by a power-law, in
	      this case
	       L_out(x,y) = L_in(x,y)^gamma,  where  L_in(x,y)=exp(I(x,y))  is
	      the  luminance  value after the local contrast enhancement (I is
	      the solution of the Poisson PDE). The suggested range for	 <val>
	      is 0.6 to 1.0, default is 0.8.

       --saturation <val>, -s <val>

	      Amount  of  color	 saturation.  Suggested	 range	is 0.4 to 0.8.
	      Default value: 0.8.

       --noise <val>, -n <val>

	      Reduces the gradient amplification value for gradients close  to
	      0	 and  reduces  noise as a result. <val> defines gradient value
	      (luminance difference of adjacent pixels) which  is  treated  as
	      noise.  Suggested	 range	is  0.0 to the value of alpha. Default
	      value calculated based on alpha: 0.001*alpha.

       --detail-level <val>, -d <val>

	      Specifies up to which detail level the local  contrast  enhance‐
	      ment should be performed. It basically means that local contrast
	      levels within small  squares  of	pixel  size  2^<val>  are  not
	      changed.	In the implementation this corresponds to removing the
	      <val> finest levels of the Gaussian Pyramid as described in  the
	      paper,  i.e.  the paper only considers <val>=0. Suggested values
	      are 1, 2 or 3; 3 for high resolution images. The	default	 is  3
	      for  --fftsolver,	 and  0	 if the original multi-level solver is
	      used (to be consistent with the paper).

       --white-point <val>, -w <val>

	      Specifies the percentage of pixels which are allowed to be over‐
	      exposed  and therefore blown out. This can be useful for example
	      when there is a very bright object in the image like the sun and
	      details of it do not need to be resolved.	 As a result the over‐
	      all image will look brighter the greater <val> is.   Default  is
	      0.5.

       --black-point <val>, -k <val>

	      Same  as	--white-point but for under-exposed pixels. Default is
	      0.1.

       --multigrid, -m

	      Enable the use of the multigrid solver as suggested by the orig‐
	      inal  paper.  For	 accuracy  the default fft solver is generally
	      recommended especially when using high  resolution  images.  The
	      user  will benefit by obtaining photo-realistic rather than sur‐
	      real looking images. The fft solver is also faster  despite  the
	      fact  it	is only O(n*log n) with n=width*height, as compared to
	      O(n) for the multigrid solver.  The speed improvement is	thanks
	      to  the  very efficient fftw3 library which is used to calculate
	      the discrete cosine transform.

       --verbose

	      Print additional information during program execution.

       --help

	      Print list of command line options.

EXAMPLES
       pfsin memorial.hdr | pfstmo_fattal02 -v -t | pfsout memorial.png

	      Tone map image (using fft solver) and save it in png format.

       pfsin memorial.hdr | pfstmo_fattal02 -v -t -b 0.85 -g 0.7 -w 2.0 \
	      | pfsout memorial.png

	      Tone map image (using fft solver) with stronger contrast modifi‐
	      cation  than  default, i.e. beta=0.85, gamma=0.7 and white point
	      2.0%.

       pfsin memorial.hdr | pfstmo_fattal02 -v | pfsout memorial.png

	      Tone map image (old style) and save it in png format.

SEE ALSO
       pfsin(1) pfsout(1) pfsview(1)

KNOWN ISSUES
       For stronger local contrast  enhancements  (beta<0.9)  the  fft	solver
       (--fftsolver)  might  produce slightly dark image corners.  This can be
       mitigated using bigger values for the --noise parameter.

       With a value of --detail-level greater than 0, the internal implementa‐
       tion  could  be	made  much  more efficient as only a reduced sized PDE
       would need to be solved, greatly improving speed.

BUGS
       Please report bugs and comments on implementation to the pfstools  dis‐
       cussion	group (http://groups.google.com/group/pfstools). For bugs spe‐
       cific to the  FFT  solver  email	 Tino  Kluge  <tino.kluge@hrz.tu-chem‐
       nitz.de>.

							    pfstmo_fattal02(1)
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