Using SFR Part 2

Running Imatest SFR

Running Imatest SFR

Imatest is opened by double-clicking the Imatest icon  on

• the Desktop,
• the Windows Start menu,
• or the Imatest directory (usually C:\Program files\Imatest in English language installations).

After several seconds, the Imatest main window, shown below, opens. Then click on SFR: New file   or Rescharts on the upper left. The SFR: Current file button is grayed out (inoperative) for the first run because no file has yet been read. It can be used in succeeding runs to save time when analyzing different regions, though multiple ROI (region of interest) runs are more efficient. (The input image is cleared to save memory and SFR: Current file is grayed out if another module is run.)

Several cropped slanted-edge JPEG images are included in the images subdirectory of the Imatest directory. Complete ISO12233 chart images are not included with Imatest because they are large (usually over 2 megabytes). They can be downloaded from dpreview.com reviews, typically in the last page titled "Compared to...," and from Imaging-resource.com reviews, typically on the page labeled "sample images."

Selecting the image file (or batches of files)

When you click SFR: New file from the Imatest main window or Read image file (with Slanted-edge SFR selected) from Rescharts, the window below appears, requesting the image file name(s). The folder saved from the previous run appears in the Look in: box on the top. You are free to change it. You can open a single file by simply double-clicking on it. You can select multiple files (for batch mode runs with SFR in Imatest Pro) by the usual Windows techniques: control-click to add a file; shift-click to select a block of files. Then click Open. Three image files for the Canon 17-40mm L lens (taken with the EOS-10D) are highlighted. Large files can take several seconds to load. Imatest remembers the last folder used (for each module, individually). In batch mode the first file is handled like a normal run; the remaining files run in express mode (no dialog boxes).

Batch mode (multiple file runs; Imatest Pro SFR only) has a few restrictions.

• All images should have the same pixel size and should be framed the same (or nearly so) so the same regions of interest (ROIs) can be used. You'll receive a warning if the files aren't all the same size.
• Batch mode can only be used in registered copies of Imatest Pro. It will not work in the evaluation version.
• The order of the files in a batch runs may be different from the selection order. If necessary, click Settings, Options and Settings... (in the Imatest main window) and change the setting in Batch run order.
• Caution should be applied in selecting figures to display. Systems may slow down when more than about twenty figures are displayed. (This number varies. It may be a function of available RAM.) Starting with Imatest 1.4.5, the Save dialog box contains a Close figures after save checkbox. When this box is checked, figures (including multiple ROI figures) are closed after they are saved. This prevents a buildup of open figures, which can slow system performance.

Selecting the ROI (Region of Interest)

If the image has the same pixel dimensions as the image in the previous run, a dialog box shown below asks you if you want to repeat the same ROIs (regions of interest) as the previous image. You can retrieve saved ROIs from past runs by clicking on Retrieve settings in the Imatest main window.

If you answer No or if the image has a different size, the coarse selection dialog box shown on the right is displayed with the instructions, Select ROI by clicking and dragging, or clicking outside image. Click on one corner of the intended region, drag the mouse to the other corner, then release the mouse button. Click outside the image to select the entire image. Note: the Zoom feature of Matlab Figures does not work here. Imatest mistakenly assumes you are trying to select the entire image. To enlarge the image (to view the crop area more clearly), maximize it by clicking on the square next to the upper right corner of the Window.

After you make your selection the ROI find adjustment dialog box, shown below, appears. You can move the entire ROI or any of the edges in increments of one pixel. You can also enter the ROI boundary locations in the boxes below the image. If you do this, be sure to press return (or move the cursor) to register the change. You can zoom out to view the entire image, then zoom back in. The ROI fine adjustment is particularly valuable for maximizing the size of small regions and excluding interfering detail.

When you finish adjusting the ROI, proceed by selecting one of five choices at the bottom of the box.

If the the height or width of the ROI is under 10 pixels, the ROI is over 250,000 pixels or appears to be inappropriate, you'll be asked to repeat the selection. The ROI is normally checked for validity, but there are some cases (e.g., endoscopes) where valid images may fail the usual tests ROI filtering can be relaxed considerably by opening the Options and Settings... button in the Imatest main window (Pro only) and clicking Light filtering in the first group of controls. This can can lead to errors when regions are selected carelessly. Normal filtering is the default.

After the run is complete, you can save ROIs for future runs in a named file by clicking on Save settings in the Imatest main window. These settings can be retrieved later by clicking on Retrieve settings.

Cropping recommendations

For best accuracy the length should be between 80 and 500 pixels. Little is gained for lengths over 300 pixels. The absolute minimum and maximum crop dimensions are 10 and 1200 pixels (800 for strong filtering). If possible, the width (height in the image on the right) should be at least 50 pixels. Minimum widths for light and dark zones should be at least 10 pixels, with 20 preferred. Little is gained for minimum dark/light zone widths over 40 pixels or total width over 100 pixels.

My typical crops are between around 120x80 and 300x140 pixels.

For very small crops (width or length between 10 and about 25 pixels) a warning message may appear in place of the light/dark level display: Zero counts in n bins. Accuracy may be reduced. This indicates that some interpolation was required to obtain the final results, which may not be as accurate or repeatable as they would be for larger ROIs.

Small crops or noisy images may require weaker error filtering than normal crops/images. Press Options & Settings... in the Imatest main window and set SFR ROI filtering to Light filtering.

Saving ROIs between runs. ROIs may be saved in named files by clicking on the Save settings button on the right of the Imatest main window. To restore the old settings, click on the Retrieve settings button. This allows you to recover old ROIs after runs with different image sizes and ROIs.

SFR input dialog box

The Imatest SFR input dialog window, shown below, opens after the Region of Interest (ROI) has been selected, except when Express mode has been selected. It appears only once during multiple ROI runs. Succeeding runs use the same settings except for (calculated) Crop location. All input fields are optional. Most of the time you can simply click OK (the button on the lower right) to continue.

This window is divided into sections: Title and Help on top, then Plot, Options, Settings, Optional parameters, and finally, OK or Cancel.

Title defaults to the input file name. You may leave it unchanged, replace it, or add descriptive information for the camera, lens, converter settings, etc.— as you please.

Help opens a browser window containing a web page describing the module. The browser window sometimes opens behind other windows; you may need to check if it doesn't pop right up.

Plot selects figures to plot. These figures are listed on the left. Plot settings are saved. Only Cycles per (pixel) and Chromatic Aberration are checked by default. The LW/PH (or LP/PH) plot is unchecked (by default) because it is largely redundant.

The boxes to the right of "Cycles per" control the x-axis display. You can choose between Cycles per pixel (the default), Cycles per inch, or Cycles per mm. If you choose Cycles per inch or mm, you must enter a number for the pixel size— either in pixels per inch, pixels per mm, or microns per pixel. If pixel size is omitted, the x-axis will be displayed in Cycles per pixel. For the second plot you can choose between LW/PH and LP/PH (Line Pairs per Picture Height).

For the Multi-ROI plot you can choose between Off, 1D plots (results as a function of center-corner distance with MTF in Cycles/Pxl, LW/PH), 2D image plots (results superimposed on image with MTF in Cycles/Pxl, LW/PH). You can also plot multi-ROI SQF (Subjective Quality Factor), which is explained here.

Noise spectrum and Shannon capacity is unchecked by default because the results are difficult for most users to interpret and may not be meaningful, especially when significant noise reduction has been applied. It will not be plotted if the selected region is too small for adequate noise statistics. If both Chromatic Aberration and Noise spectrum and Shannon capacity are checked, the two plots share the same figure: CA on top and Noise/Shannon capacity at the bottom.

Display options (to the right of Plot) are settings that affect the plot display.

Secondary readout controls the secondary readout display in MTF plots. The primary readout is MTF50 (the half-contrast spatial frequency); the secondary readout has several options. It defaults to MTF30 (the spatial frequency where MTF is 30%).

Clicking Change opens the window shown on the right. Secondary readout settings are saved between runs. Choices:

• The upper radio button (MTF) selects MTFnn, the spatial frequency where MTF is nn% of its low frequency value.
• The middle radio button selects MTFnnP, the spatial frequency where MTF is nn% of its peak value: useful with strongly oversharpened edges.
• The lower radio button (MTF @ ) selects MTF @ nn units, where nn is a spatial frequency in units of Cycles/pixel, LP/mm, or LP/in. If you select this button, the pixel spacing should be specified in the Cycles per... line in the Plot section of the input dialog box, shown above. A reminder message is displayed if the pixel spacing has been omitted.

MTF plot freq selects the maximum display frequency for MTF plots. The default is 2x Nyquist (1 cycle/pixel). This works well for high quality digital cameras, not for imaging systems where the edge is spread over several pixels. In such cases, a lower maximum frequency produces a more readable plot.  1x Nyquist (0.5 cycle/pixel), 0.5x Nyquist (0.25 cycle/pixel), and 0.2x Nyquist (0.1 cycle/pixel) are available.

Edge plot selects the contents of the upper (edge) plot. The edge can be cropped (default) or the entire edge can be displayed. Three displays are available.

1. Edge profile (linear) is the edge profile with gamma-encoding removed. The values in this plot are proportional to light intensity. This is the default display.
2. Line spread function (LSF) is the derivative of the linear edge profile. MTF is the fast fourier transform (FFT) of the LSF. When LSF is selected, LSF variance (σ²), which is proportional to the DxO blur unit, is displayed.
3. Edge pixel profile is proportional to the edge profile in pixels, which includes the effects of gamma encoding.

Reset restores the settings in Options and Settings to their default values.

Settings affect the calculations as well as the display.

Gamma is used to linearize the input data, i.e., to remove the gamma encoding applied in the camera or RAW converter. It defaults to 0.5 = 1/2, which is typical of digital cameras, but is affected by camera or RAW converter contrast settings. It may be quite different for scanned film images. It should be set to 0.45 when RAW images are read into Imatest (to be converted by dcraw), but there is little loss in accuracy if you leave it at 0.5. If is is set to less than 0.3 or greater than 0.8, the background will be changed to pink to indicate an unusual (possibly erroneous) selection.

Since SFR sharpness measurements are moderately sensitive to the Gamma setting (a 10% error in gamma results in a 2.5% error in MTF50 for a normal contrast target), it's a good idea to run Colorcheck or Stepchart to determine the correct value of Gamma.

Gamma Gamma is the exponent of the equation that relates image pixel level to luminance. For a monitor or print, Output luminance = (pixel level)gamma_display When the raw output of the image sensor, which is linear, is converted to image file pixels for a standard color space, the approximate inverse of the above operation is applied. pixel level = (RAW pixel level)gamma_camera ~= exposuregamma_camera The total system gamma is gamma_display * gamma_camera.  Standard values of display gamma are 1.8 for older color spaces used in the Macintosh and 2.2 for color spaces used in Windows, such as sRGB (the default) and Adobe RGB (1998). In characteristic curves for film and paper, which use logarithmic scales (e.g., density (–log10(absorbed light) vs. log10(exposure)), gamma is the average slope of the transfer curve (excluding the "toe" and "shoulder" regions near the ends of the curve), i.e., Gamma is contrast. See Kodak's definition in Sensitometric and Image-Structure Data. To obtain the correct MTF, Imatest must linearize the pixel levels— the camera's gamma encoding must be removed. That is the purpose of Gamma in the SFR input dialog box, which defaults to 0.5, typical for digital cameras. It can, however, vary considerably with camera and RAW converter settings, most notably contrast. Characteristic curves for the Canon EOS-10D with three RAW converter settings are shown on the right. Gamma deviates considerably from 0.5. Gamma = 0.679 could result in a 9% MTF50 error. For best accuracy we recommend measuring gamma using Colorcheck or Stepchart, which provides slightly more detailed results. Confusion factor: Digital cameras rarely apply an exact gamma curve: A "tone reproduction curve" (an "S" curve) is often superposed on the gamma curve to extend dynamic range while maintaining visual contrast. This reduces contrast in highlights and (sometimes) deep shadows while maintaining or boosting it in middle tones. You can see it in curves 1 and 3, on the right. For this reason, "Linear response" (where no S-curves is applied on top of the gamma curve) is recommended for SFR measurements. The transfer function may also be adaptive: camera gamma may be higher for low contrast scenes than for contrasty scenes. This can cause headaches with SFR measurements. But it's not a bad idea generally; it's quite similar to the development adjustments (N-1, N, N+1, etc.) in Ansel Adams' zone system. For this reason it's not a bad idea to place a Q-13 or Q-14 chart near the slanted edges. To learn more about gamma, read Tonal quality and dynamic range in digital cameras and Monitor calibration. The three curves below, produced by Stepchart for the Canon EOS-10D, show how Gamma varies with RAW converter settings. 1. Capture One LE set to Film standard (the default). Gamma = 0.679. 2. Capture One LE set to Linear response. Gamma = 0.508. Recommended for SFR runs. 3. Canon FVU set to Standard contrast. Gamma = 0.642.

Standardized sharpening  If the checkbox is checked, standardized sharpening results are displayed as thick red curves and readouts in the edge and MTF plots. If it is unchecked, standardized sharpening are omitted, which reduces the visual clutter. Results for individual R, G, and B channels are displayed with more prominence (in Imatest Pro), and edge noise is displayed. The MTF .CSV summary file is unaffected.

Standardized sharpening is an algorithm that allows cameras with different amounts of sharpening to be compared on a reasonable basis. It does so by increasing or decreasing the amount of sharpening to compensate for oversharpened or undersharpened images. Standardized sharpening radius controls the sharpening radius. Its default value of 2 (pixels) is a typical sharpening radius for compact digital cameras, which have tiny pixels. Smaller sharpening radii may be appropriate for digital SLRs, which have larger pixels and tend to have more conservative sharpening. (Imaging-resource.com uses R = 1 for DSLRs.) Sharpening radius varies for different RAW converters and settings. So you may occasionally want to experiment with the sharpening radius. Results with standardized sharpening should not be used for comparing different lenses on the same camera. For more detail, see What is standardized sharpening, and why is it needed for comparing cameras?

If a an edge is too broad for standardized sharpening to work well at the specified radius, the radius is automatically increased unless Fixed sharpening radius in the Settings menu of the Imatest main window has been checked.

Channel is normally left at it's default value of Y for the luminance channel, where Y = 0.3*R + 0.59*G + 0.11*B. In rare instances the R, G, and B color channels might be of interest.

Picture Width and Height   defaults to the width and height of the input image in pixels, assuming landscape format, where height < width. If the input image has been cropped, or if it doesn't represent the entire camera image, Picture Height (and Width) should be entered manually.

Line Width per Picture Height (LW/PH) or LP/PH results are correct only if the Picture Height represents the entire uncropped frame. For example, Picture Height should be 2048 for the Canon EOS-10D and 1944 for the Canon G5 (the cameras in the cropped sample files), etc.

Crop location is the position of the center of the selected ROI (Region of interest), expressed as the percentage the distance from the image center to the corner. The orientation of the ROI with respect to the image center is included. It is blank if the input image has not been cropped. Crop location can be entered manually. This is only recommended when that image has been cropped outside of Imatest SFR.

Additional parameters (all optional) for Excel .CSV output  contains a detailed description of the camera, lens, and test conditions. EXIF data is entered, if available, but can be overridden by manual settings. Description & settings is particularly useful for annotating the test system (it is displayed in MTF Compare).These settings are optional but can be useful when several tests are run for different lenses, focal lengths, apertures, or other settings. The settings are displayed next to the MTF plots. They are saved and reused in subsequent runs for files with the same pixel dimensions. If EXIF data is available (currently, only in JPEG files) it overrides the saved settings. The Reset button clears all entries.

ISO standard SFR  If this checkbox is checked, SFR calculations are performed according to the ISO 12233 standard, and the y-axis is labeled SFR (MTF) (ISO standard). This method is slightly less accurate than the normal Imatest calculation, which incorporates a number of refinements, including a better edge detection algorithm and a second-order polynomial fit to the average edge for a more accurate estimate of SFR in the presence of lens distortion. This box is normally left unchecked; it should only be used for comparing normal Imatest calculations to the ISO standard. The difference is typically very small.

When entries are complete, click OK. A Calculating... box appears to let you know that calculations are proceeding. Results appear in individual windows called Figures (Matlab's standard method of displaying plots). Figures can be examined, resized, maximized, and closed at will. A zoom function is also available. Their contents are described in the pages on Imatest SFR results: MTF (Sharpness) plot, Chromatic Aberration, Noise, and Shannon Capacity plot, and Multiple ROI (Region of Interest) plot.

Warnings

A Clipping warning is issued if more than 0.5% of the pixels are clipped (saturated), i.e., if dark pixels reach level 0 or light pixels reach the maximum level (255 for bit depth = 8). This warning is emphasized if more than 5% of the pixels are clipped. Clipping reduces the accuracy of SFR results. It makes measured sharpness better than reality.

The percentage of clipped pixels is not a reliable index of the severity of clipping or of the measurement error. For example, it is possible to just barely clip a large portion of the image with little loss of accuracy. The plot on the right illustrates relatively severe clipping, indicated by the sharp "shoulder" on the black line (the edge without standardized sharpening). The sharp corner makes the MTF look better than reality. The absence of a sharp corner may indicate that there is little MTF error.

Clipping can usually be avoided with a correct exposure-- neither too dark nor light. A low contrast target is recommended for reducing the likelihood of clipping: it increases exposure latitude and reduces the sensitivity of the MTF results to errors in estimating gamma.

Saving the results

At the completion of the SFR calculations the Save SFR results? dialog box appears, except in Express mode, which uses previous settings. It allows you to choose which results to save and where to save them. The default is subfolder Results of the data file folder. You can change to another existing folder, but new results directories must first be created outside of Imatest using a utility such as Windows Explorer. (This is a limitation of this version of Matlab.) Saved figures, CSV, and XML files are given names that consist of a root file name (which defaults to the image file name) with a suffix added. Examples: Canon_17-40_24_f8_C1_1409_YR7_cpp.png Canon_17-40_24_f8_C1_1409_YR7_MTF.csv The root file name, Canon_17-40_24_f8_C1_1409_YR7, can be overridden by entering another name in the Results root file name: box. Be sure to press the Enter key. This feature does not work with batch runs. Checking Close figures after save is recommended for preventing a buildup of figures (which slows down most systems) in batch runs.

When multiple ROIs are selected, the Save results? dialog box appears only after the first set of calculations. The remaining calculations use the same Save settings. Save results? is omitted entirely in an Express run for repeated images.

The first four checkboxes are for the figures, which can be examined before the boxes are checked or unchecked. After you click on Yes or No, the selections are saved, then the Imatest main window reappears.

Result file names—   The roots of the file names are the same as the image file name. The channel (Y, R, G, or B) is included in the file name. If a Region of Interest has been selected from a complete digital camera image, information about the location of the ROI is included in the file name following the channel. For example, if the center of the ROI is above-right of the image, 20% of the distance from the center to the corner, the characters AR20 are included in the file name.

The PNG files are identical to the Imatest Figures, except that the background is white instead of gray.

These results are explained in Sharpness: What is it and how is it measured?

Repeated runs

If SFR was previously run with an image of the same pixel dimensions and you click on either of the Run SFR buttons, an image that displays the selected ROIs appears on the left of the screen and you'll be asked, "Do you want the same ROIs as the previous image?" A portion of the previous image and the ROI repeat box are shown in the image on the right.

ROI repeat dialog box: Imatest Light

The meaning of the answers is self-evident except for "Yes, Express mode."This button is the same as "Yes," except that the Input dialog box and the two Save dialog boxes (for individual Figures and for the multiple ROI figures at the end) are omitted. Default settings or settings saved from previous runs are used. The clipping warning boxes are suppressed. This speeds up repeated runs; for example, it's very handy when you are testing a lens at several apertures (f/2.8, f/4, f/5.6, etc.).

Multiple ROI fine adjustment (Imatest Pro only) When different cameras or lenses (or different focal lengths in zoom lenses) are tested using the same target, it is not generally possible to maintain exact alignment from image to image. Starting with Imatest Pro 2.6 there are two options for refining (shifting) ROI selections during repeated runs: the Multiple ROI fine adjustment dialog box and Automatic ROI refinement, described below. The Multiple ROI fine adjustment dialog box, shown greatly reduced on the right, is opened if the previous run used multiple ROIs and Yes, Adjust ROI(s) is selected in the ROI Repeat dialog box. It allows all ROIs or individual ROIs to be shifted (up, down, left, or right), enlarged, and shrunk, and the magnification to be changed. This operation may be followed by Automatic ROI refinement if either of the buttons on the right is pressed.

Multiple ROI fine adjustment dialog box: Imatest Pro

Automatic ROI refinement (Imatest Pro only) This option is very useful for sequences of runs where chart alignment varies slightly; it can be especially valuable for Imatest API in manufacturing environments. The Imatest Pro ROI repeat dialog box offers two options in the light blue box on the right (Yes and Yes, Express mode) that include automatic ROI refinement. Results of the refinement are shown in the crop of the Multi-ROI 2D summary plot on the right. The original (incorrect) ROIs are shown as cyan rectangles; the automatically refined (shifted) ROIs are shown as bold red rectangles filled with the full contrast image. Automatic ROI refinement works best with charts dedicated to SFR measurement such as the SFR SVG test charts. It may not work as well with the ISO 12233 charts because of the narrowness of the SFR strips and the presence of interfering patterns. The length of the ROIs should be no larger than 85% of the length of the edge to be measured. Automatic refinement will succeed if no more than 30% of the ROI length is off the edge. The modified ROI is not saved in imatest.ini.

ROI repeat dialog box: Imatest Pro Results of automatic ROI Refinement: Original (cyan) and refined (bold red)

Storing and recovering multiple ROI regions

Multiple ROI regions (the result of the initial entry or fine adjustment, but not automatic refinement) are stored in imatest.ini, which can be opened for editing by pressing Settings, View settings (ini file) from the Imatest main window . The number of regions, image width and height, and regions are stored under [SFR] and have the following appearance.

        nroi = 9
        nwid_save =  3888
        nht_save =  2592
        roi_mult = 3347  2356  3555  2697;1813  1032  2031  1412;1813  3789  2040  4163;5159  ...

Each group of four values ( x₁  y₁  x₂   y₂ ) delimited by semicolons (;) represents one ROI. The regions are separated by tabs, but spaces work equally well. The origin (x = y = 0) is at the upper-right of the image (i.e., y increases going down).

Multiple ROI regions are stored in identical format ( roi_mult = 3342 2356 3550 2697 ;  ... ) in the multi-ROI CSV output file, which has a name of the form  input_file_Y_multi.csv. To reuse an old set of ROIs, copy the four lines from the CSV file, paste them into imatest.ini replacing the previous entries, then save (ctrl-S).

Excel .CSV (Comma-Separated Variables) and XML output

Imatest SFR creates or updates output files for use with Microsoft Excel. The files are in CSV (Comma-Separated Variable) format, and are written to the Results subfolder by default. .CSV files are ASCII text files that look pretty ugly when viewed in a text editor:

But they look fine when opened in Excel.

.CSV files can be edited with standard text editors, but it makes more sense to edit them in Excel, where columns as well as rows can be selected, moved, and/or deleted. Some fields are truncated in the above display, and Date/time is displayed as a sequence of pound signs (#####...).

The format can be changed by dragging the boundaries between cells on the header row (A, B, C, ...) and by selecting the first two rows and setting the text to Bold. This makes the output look better. The modified file can be saved with formatting as an Excel Worksheet (XLS) file. This, of course, is just the beginning.

It's easy to customize the Excel spreadsheet to your liking. For example, suppose you want to make a concise chart. You can delete Date/time (Row B; useful when you're testing but not so interesting later) and Channel (all Y = luminance). You can add a blank line under the title, then you can select the data (rows A4 through J7 in the image below) and sort on any value you choose. Corrected MTF50 (column I) has been sorted in descending order. Modified worksheets should be saved in XLS format, which maintains formatting.

There are no limits. With moderate skill you can plot columns of results. I've said enough. ( I'm not an Excel expert! )

Database files

Two .CSV files are used as a database for storing data from SFR runs. If possible, data from the current run is appended to these files. A third file for storing MTF and other summary data is described below.

• SFR_cypx.csv displays 10-90% rise in pixels and MTF in cycles/pixel (C/P).
• SFR_lwph.csv displays 10-90% rise in number/Picture Height (/PH) and MTF in Line Widths per Picture Height (LW/PH).

When SFR is run, it looks for the two files in the same folder as the slanted-edge input image. If it doesn't find them, it creates them, writes the header lines, then writes a line of data for the run. If it finds them, it appends data for the run to the files. You can rapidly build a spreadsheet by doing repeated runs from files in the same folder. The following table contains the entries. Camera and the entries that follow are all optional. With the exception of Loc, which is calculated when the ROI is manually selected, they are only added if you answer y to the question, Additional data for Excel file?, and enter them manually.

Tips

• To build a spreadsheet of results, put the slanted-edge image files in the same folder. File names should be concise and descriptive. If you've run SFR from image files in different folders, there will be multiple versions of the CSV files. They can be easily combined with a text editor on in Excel. 
• Neither SFR_cypx.csv nor SFR_lwph.csv should be open in Excel when you run SFR. If either is open, an error message will appear instructing you to close them.

Summary .CSV and XML files for MTF and other data

An optional .CSV (comma-separated variable) output file contains results for MTF and other data. Its name is [root name]_[channel location]_MTF.csv, where channel is (R, G, B, or Y) and the location BL75 means below-left, 75% of the distance to the corner (from the center). An example is Canon_17-40_24_f4_C1_1408_YBL75_MTF.csv. Excerpts are shown below, opened in Excel.

The format is as follows:

This format is similar for all modules. Data is largely self-explanatory. Enhancements to .CSV files will be listed in the Change Log.

The optional XML output file contains results similar to the .CSV file. Its contents are largely self-explanatory. It is stored in [root name].xml. XML output will be used for extensions to Imatest, such as databases, to be written by Imatest and third parties. Contact us if you have questions or suggestions.

An optional .CSV file is also produced for multiple ROI runs. Its name is [root name]_multi.csv.