XStarFinder_Run help page GENERAL DESCRIPTION Given a stellar field and an approximation of the Point Spread Function (PSF), the XStarFinder_Run application detects the stellar sources and estimate their position and flux. The image may be contaminated by a smooth background emission. The basic analysis procedure consists of 3 phases: 1) detection of presumed stars above a given threshold in the background-removed image 2) check and analysis of detected objects, sorted by decreasing intensity 3) re-fitting The procedure above may be iterated: a new list of objects is formed by searching in the image after subtraction of the previously detected stars. Then the analysis proceeds on the original frame. This iteration is very useful to detect close binaries and resolve crowded groups, down to separations comparable to the PSF FWHM. At the end of the last iteration an optional de-blending strategy may be applied (see below, in the PARAMETERS description), allowing one to detect close sources at separations somewhat smaller than the PSF FWHM. The analysis of each object (step 2) includes the following steps: - object re-identification, after subtraction of already known stars, to reject spurious detections associated to PSF features of brighter sources - correlation check, to measure the similarity of the object with the PSF - local fitting, to determine position and flux; fitting takes into account the contribution of other stars and the local background, approximated with a slanting plane - upgrading of a 'stellar field model', which contains a replica of the PSF for each detected star; it is basically used to take into account the contribution of bright sources when analyzing fainter and fainter ones. PARAMETERS 'Detection threshold(s)': Enter one or more detection thresholds separated by commas. The number of thresholds specifies also the number of iterations of the basic analysis procedure (see steps 1, 2, 3 in the GENERAL DESCRIPTION). A detection threshold represents the minimum central intensity of an acceptable star, after removing the local background contribution. An effective choice is to select two detection levels, both equal to (3 * Sigma), where Sigma is an estimate of the noise standard deviation. 'Relative threshold': If this option is set, the detection threshold is considered as a relative threshold, in units of the noise standard deviation. This button is active only if the noise is defined on input, i.e. if the noise computation procedure has been run before using this application. 'Correlation threshold': Scalar value, representing the minimum correlation to accept an object. 'No. of sub-pixel offsets': The correlation of the object with the PSF is affected by the relative off-centering between the two patterns; this parameter specifies the number of sub-pixel offsets to maximize the correlation. 'Noise': Set this option to use the input noise array to perform a weighted PSF fitting on the presumed objects. When this option is applied, an estimate of the formal errors on astrometry and photometry will be computed. 'Box size for background estimation': An accurate background estimate is necessary for accurate objects detection and for a more reliable computation of the correlation coefficient of each object with the PSF. The background is estimated by interpolating an array of local measurements, relative to a set of image sub-regions arranged in a regular grid. This parameter specifies the size (in units of PSF FWHM) of each sub-region. This parameter is set by default to the same value that has been used in the PSF extraction procedure (XPsf_Extract). 'Apply deblender': Set this options to apply the deblending strategy, based on blends recognition by thresholding. Deblending is applied at the end of the last iteration of the basic analysis procedure, i.e. when all the 'resolved' objects are supposed to have been detected, thus allowing a more careful and detailed analysis of crowded groups. De-blending requires a very stable PSF, in order to avoid local PSF variations to be exchanged for blends. 'Final re-fitting iterations': At the end of each iteration (see GENERAL DESCRIPTION), all the currently known stars are re-fitted once. At the end of the whole analysis, the re-fitting may be further iterated to improve the astrometry and photometry. This parameter is to set the number of final re-fitting iterations. CONTROLS/BUTTONS 'Processing': Analyze stellar field, applying the currently defined options. 'Save results': Save list of stars on ASCII file. The output list is organized as a 7 columns table, with the following format: X Y Flux Sigma_X Sigma_Y Sigma_Flux Correlation where - X, Y are the coordinates of a star in pixels - Flux is the total flux - Sigma_X, Sigma_Y, Sigma_F are the formal error estimates on X, Y, Flux respectively - Correlation is the correlation coefficient of the star; notice that the correlation coefficient of a star found by de-blending (if applied) is set to -1 'Help': Display this help page. 'Exit': Quit XStarFinder_Run.