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5. Two practical applications

We now illustrate the practical use of the method on two specific, very different examples.

5.1. The case of Comet P/Halley

Figure 3 (click here) displays a wide-field (9tex2html_wrap_inline1089 tex2html_wrap_inline1091 5tex2html_wrap_inline1089) CCD image of comet P/Halley obtained on 17 April 1986 at the European Southern Observatory in Chile (Lamy et al. 1987). The camera consisted of a cooled, large-format CCD tex2html_wrap_inline1095 pixels behing a Canon f/2.8, 100 mm lens. This particular image was obtained with a B filter and with an exposure time of 15 minutes. In April 1986, the comet was crossing the southern Milky Way resulting in a very rich star-field surperimposed onto the comet. The fast f-number led to a non-negligible distortion of the star images which are further slightly trailed due to an imperfection of the guiding. Several star images are saturated, the most severe ones presenting the characteristic linear extension along a column. The quantitative analysis of the dust tail to retrieve for instance the physical properties of the dust and its production rate, requires the removal of all star images to perform its accurate photometry. Following the classical processing of CCD images (bias removal, flat-fielding ...) and specific corrections for vignetting and atmospheric transmission, we started applying our method by taking the log of the intensity.

Figure 4 (click here) shows the (k1, k2) diagram of principal curvatures. The characteristic features discussed in Sect. 3 (click here) are present: the butterfly pattern and the two blobs on the k1 and k2 axis. Note the conspicuous angular offset of the A wing from the bissector (k1 = k2), to be compared to the closeness of the B wing to the k2 axis, offset produced by the trailed star images.

Figure 5 (click here) represents the histogram of the modulus of the curvature k = (k21 + k22)1/2.

  figure296
Figure 5: The histogram of the modulus of the curvature and the selected threshold value k = 0.09

Figure 6 (click here)a displays the first mask generated with a discrimination level of k > 0.09. The few, heavily saturated stars produced flat tops which were not properly detected. A second mask was generated by applying a threshold to the intensity to cope with this problem.

Figure 6 (click here)b display the final mask resulting from previous masks (OR operation) and the morphological operation described in Sect. 4 (click here). The percentage of invalid pixels amounts to tex2html_wrap_inline1115 which ensured a good restitution of the background.

Figure 7 (click here)a shows the intensity of the final, ``restored" image of comet P/Halley with an intensity range similar to that of the original image (Fig. 3 (click here)).

Figure 7 (click here)b is similar to Fig. 8 (click here) except for a streched intensity range to visualize the full extent of the dust tail. The effenciency of the method is excellent: only traces of the few most intense (saturated) stars are persisting although at very faint levels.

This method was successfully applied to a set of 32 wide-field images of comet P/Halley.

5.2. The case of the coronographic image

Figure 8 (click here) displays a CCD image of the solar corona obtained on 4 May 1996 with the LASCO/C3 externally-occulted coronagraph aboard the SOHO spacecraft located at the Sun-Earth L1 Lagrangian point. This instrument has an effective focal length of 77.6 mm and an effective f-number of 9.3. The tex2html_wrap_inline1121 pixels image has been extracted from an original tex2html_wrap_inline1123 pixels image centered on the Sun and obtained with a blue filter (450-520 nm bandpass) with an exposure time of 10 minutes.

The 8tex2html_wrap_inline1089 tex2html_wrap_inline1091 8tex2html_wrap_inline1089 field-of-view includes the outer K and F coronae (the Sun and inner corona are blocked by the occulter), comet Hyakutake, a few stars and numerous impacts of cosmic rays.

The application of our method was quite straightforward in this case. The mask was only modified to retain the comet (whose head is slightly saturated) and the bright fringe surrounding the occulter.

Figure 9 (click here) displays the final result after correction, and Fig. 10 (click here), the difference with the original image. All artifacts and star images have been removed, including very faint ones which were hardly noticeable on the original image. This method has been implemented in the routine processing of the tex2html_wrap_inline1133 images produced daily by the LASCO experiment.


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