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<H2><A NAME="SECTION002091000000000000000">
Introduction</A>
</H2>
A wavelet package concerning two dimensional imaging has been
implemented in MIDAS. This package contains several wavelet transform
algorithms, specific tools for the wavelet transform, visualisation
commands, and three applications of the use of the wavelet transform:
filtering, comparison, and deconvolution. These commands can be called
if the wavelet context has been initialized by:
<DIV ALIGN="CENTER">
set/context wavelet
</DIV>
Table <A HREF="node345.html#tab_command">14.1</A> shows the  available commands.

<P>
<BR>
<DIV ALIGN="CENTER"><A NAME="15444">&#160;</A>
<TABLE>
<CAPTION><STRONG>Table 14.1:</STRONG>
Midas commands</CAPTION>
<TR><TD>
<DIV ALIGN="CENTER"><TABLE CELLPADDING=3 BORDER="1" ALIGN="CENTER">
<TR><TD ALIGN="LEFT">Commands</TD>
<TD ALIGN="LEFT">Description</TD>
</TR>
<TR><TD ALIGN="LEFT">TRANSF/WAVE</TD>
<TD ALIGN="LEFT">Image Wavelet [Algo] [Nbr_Scale] [Fc]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">creates the wavelet transform of an image</TD>
</TR>
<TR><TD ALIGN="LEFT">RECONS/WAVE</TD>
<TD ALIGN="LEFT">Wavelet  Rec_Image</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">reconstructs an image from its wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">HEADER/WAVE</TD>
<TD ALIGN="LEFT">Wavelet</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">gives information about a wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">INFO/WAVE</TD>
<TD ALIGN="LEFT">Wavelet</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">gives information about each scale of a wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">EXTRAC/WAVE</TD>
<TD ALIGN="LEFT">Wavelet Image_Out Scale_Number</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">creates an image from a scale of the wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">ENTER/WAVE</TD>
<TD ALIGN="LEFT">Wavelet_in Image_in Scale_Number Wavelet_out</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">replaces a scale of a wavelet transform by an image</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/WAVE</TD>
<TD ALIGN="LEFT">Wavelet [Visu_Type]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">visualizes a wavelet transform with default parameters</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/CUBE</TD>
<TD ALIGN="LEFT">Wavelet [output_file] [Disp] [Visu_Mode] [Display]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">visualizes a wavelet transform in a cube</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/CONT</TD>
<TD ALIGN="LEFT">Wavelet [Graphic_Number] [Visu_Mode] [Contour_Level]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">visualizes the contours of a wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/SYNT</TD>
<TD ALIGN="LEFT">Wavelet [output_file] [Display_Number] [Display]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">creates a visualization image from a wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/PLAN</TD>
<TD ALIGN="LEFT">Wavelet [Display]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">display each scale of the wavelet transform in a window</TD>
</TR>
<TR><TD ALIGN="LEFT">VISUAL/PERS</TD>
<TD ALIGN="LEFT">Wavelet [out_file] [Disp_N] [Visu_Mode] [Incr] [Thres] [Display]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">visualizes in perpsective a wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">FILTER/WAVE</TD>
<TD ALIGN="LEFT">I_In I_Out [Algo] [T_Filter] [Iter_Nbr] [N_Scale] [N_Sigma] [Noise]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">filters an image by using the wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">COMPAR/WAVE</TD>
<TD ALIGN="LEFT">Imag_1 Imag_2 [N_Scal] [N_Sigma] [T_Cor] [T_Snr] [Disp] [Init]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">compares two images in the wavelet space</TD>
</TR>
<TR><TD ALIGN="LEFT">PLOT/SNR</TD>
<TD ALIGN="LEFT">Tab_Snr</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">plots the SNR table resulting from the comparison</TD>
</TR>
<TR><TD ALIGN="LEFT">PLOT/COR</TD>
<TD ALIGN="LEFT">Tab_Correl</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">plots the correlation resulting from the comparison</TD>
</TR>
<TR><TD ALIGN="LEFT">TUTORIAL/WAVE</TD>
<TD ALIGN="LEFT">visualizes the wavelet transform of the  galaxy NGC2997</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">with several algorithms</TD>
</TR>
<TR><TD ALIGN="LEFT">DIRECT/WAVE</TD>
<TD ALIGN="LEFT">Imag_In Psf Imag_Out [Nb_Scales]
[<IMG
 WIDTH="27" HEIGHT="39" ALIGN="MIDDLE" BORDER="0"
 SRC="img868.gif"
 ALT="$\gamma_1$">,<IMG
 WIDTH="26" HEIGHT="39" ALIGN="MIDDLE" BORDER="0"
 SRC="img869.gif"
 ALT="$\gamma_2$">,<IMG
 WIDTH="27" HEIGHT="39" ALIGN="MIDDLE" BORDER="0"
 SRC="img870.gif"
 ALT="$\gamma_3$">,...]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">deconvolution with a multiresolution Tichonov's
Regularisation</TD>
</TR>
<TR><TD ALIGN="LEFT">CITTERT/WAVE</TD>
<TD ALIGN="LEFT">Im_In Psf Im_Out [Resi] [Scal, Iter] [N_Sig, Noise] [Eps] [Fwhm]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">deconvolution by the regularized Van Cittert's algorithm</TD>
</TR>
<TR><TD ALIGN="LEFT">GRAD/WAVE</TD>
<TD ALIGN="LEFT">Im_In Psf Im_Out [Resi] [Nb_Scales] [N_Sigma, Noise] [Eps] [Max_Iter]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">deconvolution by the regularized one-step gradient algorithm</TD>
</TR>
<TR><TD ALIGN="LEFT">LUCY/WAVE</TD>
<TD ALIGN="LEFT">Im_In Psf Im_Out [Resi] [Nb_Scales] [N_Sigma, Noise] [Eps] [Max_Iter]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">deconvolution by the regularized Lucy's algorithm</TD>
</TR>
<TR><TD ALIGN="LEFT">TRAN1D/WAVE</TD>
<TD ALIGN="LEFT">Im_In Wave_Out [Num_Trans] [Num_Line] [Channel] [Nu]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">one dimensional wavelet transform</TD>
</TR>
<TR><TD ALIGN="LEFT">REC1D/WAVE</TD>
<TD ALIGN="LEFT">Wave_in Im_out [Num_Trans] [Channel] [Nu0]</TD>
</TR>
<TR><TD ALIGN="LEFT">&nbsp;</TD>
<TD ALIGN="LEFT">reconstructs a 1D signal from its wavelet transform</TD>
</TR>
</TABLE></DIV>

<A NAME="tab_command">&#160;</A></TD></TR>
</TABLE>
</DIV>
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<ADDRESS>
<I>Petra Nass</I>
<BR><I>1999-06-15</I>
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