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270      DIGITAL CCD MICROSCOPY

                                Binning

                                Binning is the combining or pooling together of photoelectrons of adjacent pixels on the
                                CCD to form electronic superpixels (Fig. 14-9). The pooling of photoelectrons occurs in
                                the serial register of the CCD during readout. A superpixel that is 2   2 pixels contains
                                the combined photoelectron content of 4 physical pixels, but is processed by the camera
                                and amplifier as a single pixel. Binning reduces spatial resolution, but it offers the fol-
                                lowing advantages:

                                 • Faster acquisition of image sequences (if the rate of acquisition is limited by cam-
                                    era processing speed)
                                 • Smaller size of image files on the computer
                                 • Shorter exposure time to obtain the same image brightness (a major benefit for live
                                    cell imaging)
                                 • Improved S/N ratio for the same exposure time


                                Gain

                                Increasing the electronic gain reduces the number of photoelectrons that are assigned
                                per gray level, allowing a given signal to fill a larger range of gray levels (Fig. 14-10).
                                For example, for a gain setting of 10 electrons per gray level, 1000 electrons corre-
                                sponds to 100 gray levels. If the gain is increased 4-fold, there are now 2.5 electrons per
                                gray level, and 4000 gray levels are obtained. Note the difference between gain adjust-
                                ment with a digital CCD camera and gain adjustment using a PMT or a vidicon tube,



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                                                        9
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                                             1 × 1 Binning                2 × 2 Binning

                                                                          27

                                                                                27


                                                              3 × 3 Binning

                                Figure 14-9
                                Binning. Photoelectrons contained in the unit pixel elements of the CCD are combined
                                during CCD readout to form electronic superpixels. Binning is set by the user in software and
                                is controlled by the timing pulses that drive the pixel parcels during the time of readout in the
                                serial register on the CCD. Since photoelectrons are pooled, camera exposures can be
                                shortened in proportion to the number of pixels included in a superpixel. Binning also
                                reduces the image file size on the computer and allows more rapid frame rates, but spatial
                                resolution is reduced compared to that available in an unbinned image. (Sketch from Roper
                                Scientific, Inc. with permission)
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