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3. Image processing

3.1. Centering of the stellar images

From the digitized images the x-y-positions of the stars were determined by means of a least-squares fit of a (modified) two-dimensional Gaussian. The details of this approach have already been described in Paper I. In general, the stellar images were well fitted by a spherically symmetric distribution. Images with strong elongation appeared only near the edges and corners of plates from the Greenwich normal astrograph. Extensive tests with different plates and different image models showed that the effect becomes detrimental to astrometry for distances larger than 50mm from the plate center (angular distance 083). The reason is that the images are not merely elongated, but have an asymmetric profile along their major axis. A fit of an asymmetric model profile did not lead to satisfactory results with regard to the position. Therefore we decided to accept measurements from these plates only within the above mentioned limit.
Depending on the brightness of the star and on the quality of the exposure, the fitting procedure gave formal errors for the coordinates of the image center in the range of 0.2tex2html_wrap1288 to 0.6tex2html_wrap1290. This "centering error" describes the goodness of the centering process but does not account for the (large-scale) measuring accuracy of the machine, the positional stability of the emulsion etc. The total accuracy of the stellar positions as derived by comparing results from different plates of the same epoch is between 1.2tex2html_wrap1292 and 1.8tex2html_wrap1294 per plate.

3.2. Photometry

Although the emphasis of this study is on proper motions, we put some effort also on the photometric evaluation of the plates, because photometry is an important complement to proper motions and for most of the fainter stars in our list dedicated photometric measurements are lacking. Eight plates from the blue passband and two additional plates taken in the visual band were selected for the determination of stellar magnitudes. The instrumental magnitudes from the the fitting procedure were transformed to standard B and V by means of photoelectric and CCD measurements of up to 50 stars from de Vaucouleurs et al. (1994), Doroshenko (1994), Oja (1987), Carney & Latham (1987) and HIC. The agreement between the results from different plates was generally better than 01. A comparison with independent measurements that were not used in the calibration process also gave residuals of not more than 01. Therefore we assume that the accuracy of our results is at this level. From the distribution of measured magnitudes it follows that our sample of stars is (in the central part of the field) complete to about 125 in V an 135 in B, while the magnitude limits of the sample are 145 and 155 respectively.

3.3. Derivation of absolute reference positions

Three extragalactic sources in the field around M81 are bright enough to be visible not only on Schmidt plates but also on early astrograph exposures. They are located in the center of M81 and in the inner parts of NGC3077 and M82 (central 30'' to 120''). The center of M81 is an exceptionally bright source with a rather high degree of symmetry, i.e. the isophotes can be represented by a system of concentric ellipses. In order to see what can be achieved with a normal centering method, we applied a fit of an elliptical model distribution to the images of this source. Depending on the quality of the individual images, internal accuracies between 0.3 and 0.7tex2html_wrap1332 for the position of the object center were obtained. This indicates that the fitting method is indeed applicable in this case.
The other two sources show complex and multiple structures. In M82 we find two groups of knots (commonly interpreted as starburst regions), which are separated by a strong dust filament. Here, a fit of a suitable model function is practically impossible. However, the positional information contained in the images of these sources is accessible through direct comparison between the images by means of maximum cross-correlation. The practical implementation of this method works as follows: 1) All images are rebinned to a common plate scale. 2) The essential structure (the "signal") is extracted on all plates in images of equal size. 3) One image of the series is chosen as a "reference image" and an arbitrary point in it (e.g. the center of the frame) is selected as "reference point". 4) Each image is shifted into the coordinate domain of the reference image. The cross-correlation between the images is calculated as a function of the shift vector. The optimum shift, at which the crosscorrelation is at maximum, is searchedgif. 5) Finally, with the optimum shift vectors the location of the reference point is transferred from the reference plate to all other plates. The cross-correlation (see Eq. (2) of Paper I) can be calculated in different ways. One can either consider the images as step functions and evaluate C only for shifts, which are integer multiples of one pixel in x and y. Then, the maximum of C must be found by interpolating in the grid of values of C, for instance with a 2nd order polynomial. Or one can consider the images as continous functions, for instance with bilinear interpolation between adjacent pixel values. This allows to evaluate C with continously varying shifts and to find the maximum of C directly.

Both possibilities were tested on the images of M81, M82 and NGC3077. The positions of the maximum of C from both methods were found to be consistent on the level of 0.04 pixel or 0.4tex2html_wrap1334 in each coordinate (rms deviation). We also tested how much the results of the cross-correlation depend on the particular choice of the reference image and the frame size. Again, the deviations between the different results were found to be small and of minor importance in the total positional error budget. The final results of both the cross-correlation method and the fitting method (in the case of M81) are summarized in Table 2 (click here). The figures given there were obtained at the end of the plate reduction described in the next section. An estimate of the positional accuracy can be read off from the dispersions tex2html_wrap_inline1330 around the mean trend. For M81 and M82e the positions from the different plates agree on the level of 015, while for NGC3077 the dispersion in the positions is somewhat larger and reaches 020 to 024. The latter is probably not due to the source structure, but can be understood as a consequence of the weakness of the source.


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