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📁 basic median filter simulation
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headerHEXTRACT - Extract a subimage and update astrometry in a FITS headerHPRECESS - Precess the astrometry in a FITS header to a new equinox.HREBIN - REBIN an image and update the astrometry in a FITS headerHREVERSE - Reverse an image about either dimension and update astrometry        in a FITS header                                    HROT  - Rotate an image and update astrometry in a FITS header.HROTATE - Apply IDL ROTATE function and update astrometry in a FITS headerMAKE_ASTR - Build an astrometry structure from input parameter valuesPRECESS_CD - Precess coordinate description (CD) matrix in a FITS header           to a new equinox.   Called by HPRECESSPUTAST - Put astrometry parameters (e.g. rotation, plate scale) into a FITS header. STARAST - Obtain an exact astrometry solution given the coordinates and        plate position of 2 or 3 stars.UPDATE_DISTORT - Update SIP astrometry coefficients for a linear transformation	WCS_GETPOLE -  Compute the coordinates of the native pole for non-polar projectionWCSSPH2XY - Convert between longitude,latitude to X,Y angular coordinates for        25 different map projection typesWCSXY2SPH - Inverse of WCSSPH2XYWCS_DEMO - Demo program for WCSSPH2XY and WCSXY2SPHWCS_ROTATE - Rotate between standard (e.g. celestial) and native coordinatesXYAD  - Use FITS header to convert pixel (X,Y) to celestial(RA, Dec) coordinatesXY2AD - Use astrometry structure to convert pixel to celestial coordinatesXYXY -  Convert X,Y values on one image to X,Y values in another image         using astrometry in the FITS headers----------------------------------------------------------------------------STSDAS Image manipulation         in pro/sdas________--------EXTGRP - Extract group parameter information out of SXREAD outputST_DISKREAD - Read an HST FITS file and reconstruct a GEIS (STSDAS) fileSXGINFO -  Return info on all group parameters in a FITS headerSXGPAR() - Obtain group parameter values from a FITS header and parameter blockSXGREAD() -  Read group parameters from an STSDAS fileSXHCOPY -  Copy a selected portion of one header into anotherSXHMAKE -  Create a basic STSDAS header file from an IDL data arraySXHREAD -  Read a STSDAS header from diskSXHWRITE - Write a STSDAS header to diskSXMAKE -   Make a basic STSDAS header from an IDL arraySXOPEN -   Open an STSDAS disk file for subsequent I/OSXREAD() -   Read an STSDAS image from diskSXWRITE -  Write an image to STSDAS  format----------------------------------------------------------------------------FITS ASCII & Binary Table I/O      in pro/fits_table      ( see text/ft.tex )________--------FTAB_DELROW - Delete specified rows in a FITS table extensionFTAB_EXT - Extract specified columns of a FITS table extension into IDL vectorsFTAB_HELP - Print info about the fields in a FITS table extensionFTAB_PRINT - Print specified columns and rows of a FITS table extensionFTADDCOL - Add a new column to a FITS ASCII tableFTCREATE - Create an empty FITS ASCII table header and data arrayFTDELCOL - Delete specified column from a FITS ASCII table data arrayFTDELROW - Delete specified row(s) from a FITS ASCII table data arrayFTGET() - Extract a specified field from a column in a FITS ASCII table arrayFTHELP - Display the fields in a FITS ASCII table headerFTHMOD - Modify the attributes of a field in a FITS ASCII tableFTINFO - Return an informational structure from a FITS ASCII table headerFTKEEPROW - Subscript (and reorder) a FITS ASCII table arrayFTPRINT - Print specified columns and rows in a FITS ASCII table arrayFTPUT - Update or add data to a field in a FITS ASCII table arrayFTSIZE - Return the size and number of fields in a FITS ASCII table  arrayFTSORT - Sort a FITS ASCII table according to the values in a specified field.TBDELCOL - Delete specified column from a FITS Binary table arrayTBDELROW - Delete specified row(s) from a FITS Binary table arrayTBGET() - Extract a specified field from a column in a FITS Binary tableTBHELP - Display the fields in a FITS Binary table headerTBINFO - Return an informational structure from a FITS Binary table headerTBPRINT - Print specified columns and rows in a FITS Binary table arrayTBSIZE - Return the size and number of fields in a FITS Binary table array-------------------------------------------------------------------------FITS Binary Table Extensions I/O    in pro/fits_bintable_________ ---------FXADDPAR          - Add or modify a parameter in a FITS header array.FXBADDCOL         - Adds a column to a binary table extension.FXBCLOSE          - Close a FITS binary table extension opened for read.FXBCOLNUM()       - Returns a binary table column number.FXBCREATE         - Open a new binary table at the end of a FITS file.FXBDIMEN()	  - Returns the dimensions for a column in a FITS binary table.FXBFIND           - Find column keywords in a FITS binary table header.FXBFINDLUN()      - Find logical unit number UNIT in FXBINTABLE common block.FXBFINISH         - Close a FITS binary table extension file opened for write.FXBGROW           - Increase the number of rows in a binary tableFXBHEADER()       - Returns the header of an open FITS binary table.FXBHELP           - Prints short description of columns in a FITS binary table.FXBHMAKE          - Create basic FITS binary table extension (BINTABLE) header.FXBINTABLE        - Common block FXBINTABLE used by "FXB" routines.FXBISOPEN()       - Returns true if UNIT points to an open FITS binary table.FXBOPEN           - Open FITS binary table extension  for read or updateFXBPARSE          - Parse the binary table extension header.FXBREAD           - Read a data array from a disk FITS binary table file.FXBREADM          - Read multiple columns/rows from a FITS binary table file.FXBSTATE()        - Returns the state of a FITS binary table.FXBTDIM()         - Parse TDIM-like keywords.FXBTFORM          - Returns information about FITS binary table columns.FXBWRITE          - Write a binary data array to a disk FITS binary table file.FXBWRITM          - Write multiple columns/rows to a FITS binary table fileFXFINDEND         - Find the end of a FITS file.FXHCLEAN          - Removes required keywords from FITS header.FXHMAKE           - Create a basic FITS header array.FXHMODIFY         - Modify a FITS header in a file on disk.FXHREAD           - Reads a FITS header from an opened disk file.FXPAR()           - Obtain the value of a parameter in a FITS header.FXPARPOS()        - Finds position to insert record into FITS header.FXREAD            - Read basic FITS files.FXWRITE           - Write a disk FITS file.-------------------------------------------------------------------------FITS I/O        in pro/fits_________---------CHECK_FITS - Check that array agrees with NAXISi, BITPIX keywords of FITS headerFITSDIR - Display info about primary FITS header(s) on diskFITSRGB_to_TIFF - Combine separate red, green, blue FITS files into TIFF formatFITS_ADD_CHECKSUM - Add/update the CHECKSUM/DATASUM keywords in a FITS headerFITS_ASCII_ENCODE() - Encode an unsigned longword as an ASCII stringFITS_CLOSE - Close a FITS file defined by a FITS Control Block (see FITS_OPEN)FITS_HELP - Summarize the primary data units and extensions in a FITS fileFITS_OPEN - Open a FITS file and define a FITS Control Block (FCB)FITS_READ - Read a FITS file specified by name or FITS Control Block (FCB)FITS_TEST_CHECKSUM() - Verify the values of the CHECKSUM/DATASUM FITS keywordsFITS_WRITE - Write a FITS primary data unit or extensionFITS_INFO - Display info about disk FITS file(s) at a terminal or in Common FXMOVE() - Skip a specified number of extensions in a FITS fileFXPOSIT() - Open a FITS file positioned to beginning of a specified extensionHEADFITS() - Read a FITS header from a disk FITS file.MKHDR - Make a minimal FITS header for an image array.MODFITS - Modify the header or data in a FITS array (without changing the size)MRDFITS() -  Read FITS file mapping table columns into IDL structure tagsMRD_HREAD -  Like FXHREAD but can also read a FITS header from a Unix pipeMWRFITS - Write a FITS file from a IDL array or structureRDFITS_STRUCT - Read an entire disk FITS file into an IDL structureREADFITS() - Read a disk FITS file into an IDL data and header array.SXADDHIST - Add a history record to a FITS headerSXADDPAR -  Add or modify a parameter in a FITS headerSXDELPAR -  Delete a keyword from a FITS headerSXPAR()  -   Obtain the value of a keyword in a FITS  headerWRITEFITS - Write IDL data and header array to a disk FITS file.-----------------------------------------------------------------------------Image Manipulation       in pro/image_______-------BOXAVE() - Boxave an image, always using at least REAL*4 arithmeticCONVOLVE() - Convolve an image with a PSF using the product of Fourier TransformsCORREL_IMAGES() - Correlation of two images.   Called by CORREL_OPTIMIZECORREL_OPTIMIZE - Compute the optimal pixel offset of one image relative         to another by maximizing the correlation function.CORRMAT_ANALYZE - Analyze the correlation function made by CORREL_IMAGECR_REJECT - General iterative cosmic ray rejection for 2 or more imagesDIST_CIRCLE - Create a mask array useful for circular aperture photometry.DIST_ELLIPSE - Create a mask array useful for elliptical aperture photometry.FILTER_IMAGE() - Like MEDIAN or SMOOTH but handles edges & allows iterationFREBIN - Expand or contract an image while conserving fluxIMLIST - Display image pixel values around a specified centerMAX_ENTROPY - Deconvolution by Maximum Entropy, given a PSFMAX_LIKELIHOOD - Deconvolution by maximum likelihood, given a PSFMEDARR - Median filter across a set of images (e.g. for cosmic ray removal)POSITIVITY() - Map an image uniquely and smoothly into all positive valuesPSF_GAUSSIAN() - Create a 1-d, 2-d, or 3-d Gaussian with specified FWHM, centerSIGMA_FILTER() - Replaces pixels deviant by more than a specified sigma from    its neighbors.   Useful for cosmic ray removal.SKYADJ_CUBE - Remove the sky level from individual images of a data cubeXMEDSKY - Compute the median sky as a 1-d function of X (for slitless spectra) ----------------------------------------------------------------------------Math and Statistics    in pro/math_________---------ASINH() - Return the inverse hyperbolic sine of its argumentAVG() - Return the average value of an array or 1 dimension of an array.CIC - Cloud In Cell interpolation of irregularly gridded dataCSPLINE() - Interpolate using the Numerical Recipes natural cubic splineFACTOR - Find the prime factors of a given number (in /jhuapl)FITEXY - Best straight-line fit to data with errors in both coordinatesFLEGENDRE() - Compute the first M terms in a Legendre polynomial expansionGAUSSIAN() - Evaluate a 1-d Gaussian and optionally its derivativeHERMITE() - Interpolate a tabulated function using a Hermite splineKSONE -  Compute the one-sided Kolmogorov-Smirnov statisticKSTWO -  Compute the two-sided Kolmogorov-Smirnov statisticKUIPERONE - Compute the one-sided Kuiper statistic (NR)KUIPERTWO - Compute the two-sided Kuiper statistic (NR)LINMIX_ERR - Bayesian approach to linear regression with errors in both X and YLINTERP - Linearly interpolate X,Y vectors onto a new X grid      MEANCLIP - Compute an iteratively sigma-clipped mean on a data setMLINMIX_ERR : Bayesian approach to linear regression with errors in both X and Y and multiple independent variables.MINF_BRACKET - Find 3 points which bracket the minimum of a functionMINF_CONJ_GRAD - Find local minimum of a scalar valued function of several        variables using conjugate gradient method MINF_PARABOLIC - Minimize a function using Brent's method with parabolic interpolation MINF_PARABOL_D - Minimize a function using Brent's method with derivativesMLINMIX_ERR : Bayesian approach to linear regression with errors in both X and Y and multiple independent variables.MRANDOMN : Generate random vectors from a multivariate normal density.MULTINOM - Simulate multinomial random variablesNGP - Nearest Grid Point interpolation of irregularly gridded dataPCA - Perform a principal component analysis (Karhunen-Loeve expansion)

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