Thanks Fred,
At the moment I've been focused on developing the camera client process that will allow my tool to capture the Bias and Flat images needed for the analysis process.

Fortunately, I own a camera that has a mode switch, (it's my guide camera is an ASI-290MM Mini). So I have what I need for testing a process to detect at which gain a mode switch occurs. But feel free to put more Bias and Flat images onto the google share. I can certainly include them and run them through my process to give provide you with a more precise graph and data for your camera.

In case you are interested, here is what I found while working on the capture process:

The point at which a mode switch occurs, can actually be seen in changes of statistics in bias images. My ASI-290MM has a switch that occurs at around gain 60. In the initial tests with my tool I only took images at intervals of 20 units of gain. So my 1st graph jumped from 40 to 60, and did not show precisely where the switch occurred. So I ran some tests manually using KStars Indi control panel, using increments of just 2 units of gain, starting well below where the mode switch occurs. I simply noted values for the statistics to see trends. In the attached "ModeSwitching.png" you can see that the values for Mean and Standard Deviation were generally climbing from gain 52 through 60. But at gain 62 there is sudden drop, then the values resume climbing. So I captured another image at 61, and determined that mode switch does, in fact occur between the 60 to 61 gain settings.

So I should be code a detection process that isolate these mode switches.

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Thanks for the revised data Frederick,

I re-ran the analysis with the revised flat files, it definitely changed the results for gains 60, 80, and 100. Onto the google share folder I've uploaded a new data output file, Fred_ASI-6200MM_Center-Revised-2024-03-16.dat which can be compared with Fred_ASI-6200MM_Center-2024-03-15.dat if you care to see what changed in the results.. A screen shot of the graphs from new analysis is attached here (and a copy is also on the google share).

The only substantial difference between the ZWO data and results from this tool have to do with identifying exactly where the mode switching occurs in this camera (that abrupt drop in read noise). Per ZWO the mode switching occurs at gain 100. From the data we used in my tool I can only say that happens between 80 and 100. If you are curious to know exactly where that switch occurs, we would need to include bias and flats that are slightly below 100.

But, I think my next effort on this project is going to be developing a process that will drive the acquisition of the bias and flats images. In that process I hope to be able to automatically identify where cameras are doing mode switching. I also need to develop some processes to resolve issues with white balance settings on color sensors. So if you have no urgent interest in knowing where that mode switch is occurring, that's fine; hopefully the data acquisition function will be able to find it for you when I get this tool to the point where it can be deployed.

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Hi Frederick,

A correction... I had made a temporary change to my code to select data from another region of the image to avoid the area where those speckles are. I forgot to undo that change when I was running tests and when I extracted the results. So I've renamed the dat file on google, and added another version. The new one is data from the center, (which is what we want to use) the other is from the corner at (1,1).

Sorry for my confusion, this project has wiped out a few of my best brain cells.

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Thanks Frederick,

I just created an ascii tab delimited data file for the current results on your ASI-6200MM. The file has values to 4 decimal places. It's in your home folder on the google share. File Name is Fred_ASI-6200MM_2024-03-14.dat

After you provide the new flat images, I'll re-run and make another file to compare, the results.

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Hi Fred,

Sorry that I've not responded sooner regarding the camera files you provided. I learned quite a bit while processing files, and needed to add some new features to my sensor analysis tool. My tool still has some difficulty in processing color image data, (white balance settings on the camera seem to produce some aberrations in my calculations). But I've now run the data for your ASI-6200MM through a new version of my tool. A screen shot of the result is attached. (But I would not rely upon this as being an accurate result yet).

One of the new features in my tool is a process that attempts to validate input files. It will produce and display histogram data of the four input files for given gain; and it will run a few analytic tests on the data. One test is intended to detect pattern noise in the images. In a few of the flat images that you provided, my tool recognized pattern noise and generated a warning. A screen shot for that is also attached.

So I reviewed the flat files in KStars fitsviewer and see that in the flat files at gain 60, 80 and 100; the center of the images have some odd speckles. In making is assessment of a sensor, my tool only analyzes a 100 x 100 pixel region at the center of the images. So these odd speckles at the center of the images may have a significant impact in the results from my tool.

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The ASI-294MM Pro data and xml file for the exposure calculator is now on the Google share. It appears that the read-noise values I've measured with my tool are slightly lower than what ZWO graphs show for these cameras. So if you use these custom xml files in the exposure calculator the resulting exposure times will be lower than you would see using the files that we published with KStars.

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Hi Vladimir,

I re-processed your ASI-294 MC data including the additional bias and flats new files you provided. I've uploaded into the ASI-294MC folder on the google share, some png files of the graphs, and also an xml file that will work for the exposure calculator. Be aware that my original code from a few weeks ago had a bug that caused some minor calculation issues, that was corrected before I re-ran this data.

But I'm seeing something in the data from your 294 MC that is interesting. If you look at the read-noise values for the "low" gains, before the camera switches modes, the values for each color channel are pretty erratic. But at gains above the point of the mode switch (around gain 120), the values of the channels is nearly identical. I'm wondering whether this is just a "normal" behavior for the read mode that is used at the lower gain settings.

I will run your 294 MM data next.

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Hi All,

Sorry for my slow progress and responses on the camera sensor analyzer tool. I've been trying to understand a problem in my process that impacts the results for Color sensors. (I'm fairly confident with the results on monochrome sensors).

When processing color camera data, it seems that white balance settings that are used when capturing the bias and flat images can impact the outcome of the analysis. For example, while testing my own ASI-178MC, I first used the manual white balance settings that I had established long ago, which produce mean ADU values for all color channels that are fairly even (as close as possible), WB Red 33, and WB Blue 92. The flat images appeared fairly neutral gray, (just slightly green). From this test, the resulting read-noise values from my tool were within 1% of those shown in ZWO documentation. But in a second test I set both WB Red and WB Blue to 80; the flat images appeared very red. From this test, the resulting read-noise values from my tool were generally lower (by around 3%), and the overall results over the range of gain values were less consistent (the read-noise curve had noticeable "bumps" that were not apparent in the test with white balance values that produced neutral looking flats).

My tool calculates mean values for each channel of the input data, so I should be able recognize if the input flat images are not "neutral". But I'm not certain whether I would be able to programatically compensate for this. If anyone has ideas on this, please let me know.

I had planned to develop a "front-end" process for my tool to perform the capture of the input files. In that process I might be able to control the white balance values to force the images to be neutral, but this development effort will likely take quite some time.

Thanks

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Thanks Vladimir, I will take look at the data when I have a chance. But I'm trying to analyze a problem in my process that can effect the results on Color cameras. I'll be making a post on this topic shortly.

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Hi Richard,

Sorry for the delay, I had a family matter that required my attention and took me on a long trip over the past week. I had also had some enhancements to implement in my tool, and found a defect in my calculations to resolve, (it turned out to have a negligible effect on the result). The attached pdf shows a re-run of your data.

I've created exposure calculator files for your cameras and copied them to your folder on the Google drive. So you should be able to copy these to a KStars cameradata folder.

But for the Moravian C5A I've created two versions. Let me explain; the camera data files support 3 "modes" for sensors:


"FIXED" handles true CCD cameras, so there is essentially only one read-noise value in the file.

"ISO_DISCRETE" was intended to handle DSLR cameras where the selection of gain/iso is from a list of discreet values.

"NORMAL" handles cameras that have gain values that variable over a broad range: the camera data files include a table of values, but the exposure calculator will interpolate between these gain values to produce a read-noise value.

When I first built the calculator, I had created a file for a Moravian C3 in a "Normal" mode. But from what you have described in a prior communication, I now suspect that was not correct. From what you described, its seems that that the Moravian cameras are more like DSLRs in that they only allow a discrete value for gain selection.

So for your Moravian C5A, you will find a version with a file name that ends in "-D" (for discrete e.i. "DSLR" mode), and version that ends in "I" (for interpolated e.i. "Normal" mode). When running the calculator with the "-D" camera data you will find a dropdown that lists just the 0, and 2750 gain values, (But the label on the calculator will show "ISO"). when running the "-I" file the calculator will allow you to select values within that range of 0 to 2750, (but I as I said I think this is incorrect),

Let me know if my understanding on the Morivain cameras is correct.

Thanks

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Hi Ronald,

I found specs on the SBIG 8300 on-line stating it has a read-noise of 9.3.

So I copied and modified the ATIK CCD camera data file for you. You should be able to unzip the attached file and move it into the cameradata folder under KStars. (either into /usr/share/kstars/cameradata or into ~/.local/share/kstars/cameradata).

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