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6 dayslibcamera: software_isp: Reset stored exposure in black levelMilan Zamazal
Automatic black level setting in software ISP updates the determined black level value when exposure or gain change. It stores the last exposure and gain values to detect the change. BlackLevel::configure() resets the stored black level value but not the exposure and gain values. This can prevent updating the black value and cause bad image output, e.g. after suspending and resuming a camera, if exposure and gain remain unchanged. Let's store exposure and gain in IPAActiveState. Although the values are not supposed to be used outside BlackLevel class, storing them in the context has the advantage of their automatic reset together with the other context contents and having them in `blc' struct indicates their relationship to the black value computation. Bug: https://bugs.libcamera.org/show_bug.cgi?id=259 Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Tested-by: Robert Mader <robert.mader@collabora.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
11 daysipa: simple: Report exposure in metadataMilan Zamazal
Report exposure and gain in metadata. This is more complicated than it could be expected because the exposure value should be in microseconds but it's handled using V4L2_CID_EXPOSURE control, which doesn't specify the unit, see https://www.kernel.org/doc/html/latest/userspace-api/media/v4l/control.html. So the unit conversion is done in the way rkisp1 IPA uses. This requires getting and passing IPACameraSensorInfo around. To avoid naming confusion and to improve consistency with rkisp1 IPA, sensorCtrlInfoMap parameter is renamed to sensorControls. Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
11 daysipa: simple: Report contrast in metadataMilan Zamazal
Provide the requested contrast value, if any, in the metadata to add to the completed requests. Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
11 daysipa: simple: Report black levels in metadataKieran Bingham
Provide the determined black level values in the metadata to add to the completed requests. Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
11 daysipa: simple: Report the ColourGains in metadataKieran Bingham
Provide the determined colour gains back into the metadata to add to completed requests. Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
12 dayslibcamera: software_isp: Apply CCM in debayeringMilan Zamazal
This patch applies color correction matrix (CCM) in debayering if the CCM is specified. Not using CCM must still be supported for performance reasons. The CCM is applied as follows: [r1 g1 b1] [r] [r2 g2 b2] * [g] [r3 g3 b3] [b] The CCM matrix (the left side of the multiplication) is constant during single frame processing, while the input pixel (the right side) changes. Because each of the color channels is only 8-bit in software ISP, we can make 9 lookup tables with 256 input values for multiplications of each of the r_i, g_i, b_i values. This way we don't have to multiply each pixel, we can use table lookups and additions instead. Gamma (which is non-linear and thus cannot be a part of the 9 lookup tables values) is applied on the final values rounded to integers using another lookup table. Because the changing part is the pixel value with three color elements, only three dynamic table lookups are needed. We use three lookup tables to represent the multiplied matrix values, each of the tables corresponding to the given matrix column and pixel color. We use int16_t to store the precomputed multiplications. This seems to be noticeably (>10%) faster than `float' for the price of slightly less accuracy and it covers the range of values that sane CCMs produce. The selection and structure of data is performance critical, for example using bytes would add significant (>10%) speedup but would be too short to cover the value range. The color lookup tables can be represented either as unions, accommodating tables for both the CCM and non-CCM cases, or as separate tables for each of the cases, leaving the tables for the other case unused. The latter is selected as a matter of preference. The tables are copied (as before), which is not elegant but also not a big problem. There are patches posted that use shared buffers for parameters passing in software ISP (see software ISP TODO #5) and they can be adjusted for the new parameter format. Color gains from white balance are supposed not to be a part of the specified CCM. They are applied on it using matrix multiplication, which is simple and in correspondence with future additions in the form of matrix multiplication, like saturation adjustment. With this patch, the reported per-frame slowdown when applying CCM is about 45% on Debix Model A and about 75% on TI AM69 SK. Using std::clamp in debayering adds some performance penalty (a few percent). The clamping is necessary to eliminate out of range values possibly produced by the CCM. If it could be avoided by adjusting the precomputed tables some way then performance could be improved a bit. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: Track whether CCM is enabledMilan Zamazal
Applying color correction matrix (CCM) in software ISP is optional due to performance reasons. CCM is applied if and only if `Ccm' algorithm is present in the tuning file. Software ISP debayering is a performance critical piece of code and we do not want to use dynamic conditionals there. Therefore we pass information about CCM application to debayering configuration and let it select the right versions of debayering functions using templates. This is a trick similar to the previously used one for adding or not adding an alpha channel to the output. Debayering gets this information but it ignores it in this patch. Actual processing with CCM is added in the followup patch. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: Add CCM algorithmMilan Zamazal
This patch adds color correction matrix (CCM) algorithm to software ISP. It is based on the corresponding algorithm in rkisp1. The primary difference against hardware pipelines is that applying the CCM is optional. Applying CCM causes a significant slowdown, time needed to process a frame raises by 40-90% on tested platforms. If CCM is really needed, it can be applied, if not, it's better to stick without it. This can be configured by presence or omission of Ccm algorithm in the tuning file. CCM is changed only if the determined temperature changes by at least 100 K (an arbitrarily selected value), to avoid recomputing the matrices and lookup tables all the time. Since the CCM is float, rather than double, to use the same type as in the rkisp1 pipeline, the type of color gains is changed from double to float. The outputs of the algorithm are not used yet, they will be enabled in followup patches. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: lut: Remove maybe_unused on a used argumentMilan Zamazal
`params' argument of Lut::prepare is actually used, let's remove maybe_unused from it. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: Store color temperature to metadataMilan Zamazal
Image color temperature is a piece of information that should be reported in metadata, let's put it there. Metadata is currently not reported in simple pipeline but we should make at least newly added information ready to be reported. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: Use RGB type to represent gainsMilan Zamazal
Rather than using a custom struct to represent RGB values, let's use the corresponding type and its facilities. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
12 dayslibcamera: software_isp: Determine color temperatureMilan Zamazal
The AWB algorithm has data to determine color temperature of the image. Let's compute the temperature from it and store it into the context. This piece of information is currently unused but it will be needed in a followup patch introducing support for color correction matrix. Let's store the white balance related information under `awb' subsection of the active state, as the hardware pipelines do. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2025-03-21ipa: simple: lut: Fix include pathBarnabás Pőcze
Use the proper path to include `libcamera/control_ids.h`. Signed-off-by: Barnabás Pőcze <barnabas.pocze@ideasonboard.com> Reviewed-by: Jacopo Mondi <jacopo.mondi@ideasonboard.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-12-06libcamera: software_isp: Add contrast controlMilan Zamazal
This patch introduces support for applying runtime controls to software ISP. It enables the contrast control as the first control that can be used. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-12-06libcamera: software_isp: Add support for contrast controlMilan Zamazal
Software ISP is currently fully automatic and doesn't allow image modifications by explicitly set control values. The user has no means to make the image looking better. This patch introduces support for contrast control, which can improve e.g. a flat looking image. Based on the provided contrast value, it applies a simple S-curve modification to the image. The contrast algorithm just handles the provided values, while the S-curve is applied in the gamma algorithm on the computed gamma curve whenever the contrast value changes. Since the algorithm is applied only on the lookup table already present, its overhead is negligible. The contrast value range is 0..2 and corresponds to the whole range from a completely flat contrast to an infinite contrast, 1.0 being the normal value. This makes the user visible range intuitive and easy to use in GUI sliders, while complying with Contrast control definition. There is no unified range in the hardware pipelines, for example rkisp1 uses 0..1.993 range while rpi uses 0..10 range. This is a preparation patch without actually providing the control itself, which is done in the following patch. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Tested-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-12-03libcamera: software_isp: Actually apply black level from tuning dataMilan Zamazal
The black level obtained from the tuning file in software ISP is retrieved in init (because this is the standard algorithm method with access to tuning data) and stored into context. But the context gets reset in configure and the black level is lost and never applied. Let's store the black level from the tuning file into an algorithm instance variable and put it into the context only later in configure. This is similar to what rkisp1 IPA does with the values obtained from the tuning file. Fixes: 41e3d61c745153779ed5a38634d7266bffd60d61 ("libcamera: software_isp: Clear IPA context on configure and stop") Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Tested-by: Robert Mader <robert.mader@collabora.com> Reviewed-by: Stanislaw Gruszka <stanislaw.gruszka@linux.intel.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-11-29libcamera: software_isp: Initialize exposure+gain before agc calculationsStanislaw Gruszka
On my setup, since commit fb8ad13d ("libcamera: software_isp: Move exposure+gain to an algorithm module"), at start camera output stays very dark for dozen of seconds, and then later slowly gets to normal. This is because existing sensor exposure+gain settings are not used at start. We save initial values in frameContext but in the agc algorithm we use IPA context. Fix the problem by using in frameContext sensor values, since we already use those in blc algorithm and change exposure type to int32_t to unnecessary castings. Signed-off-by: Stanislaw Gruszka <stanislaw.gruszka@linux.intel.com> Reviewed-by: Milan Zamazal <mzamazal@redhat.com> Tested-by: Robert Mader <robert.mader@collabora.com> Tested-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-10-18libcamera: software_isp: Black level from tuning fileMilan Zamazal
This patch allows obtaining a black level from a tuning file in addition to the camera sensor helper. If both of them define a black level, the one from the tuning file takes precedence. The use cases are: - A user wants to use a different black level, for whatever reason. - There is a sensor without known gains but with a known black level. Because a camera sensor helper cannot be defined without specifying gains, the only way to specify the black level is using the tuning file. Software ISP uses its fallback gain handling in such a case. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-10-18libcamera: software_isp: Get black level from the camera helperMilan Zamazal
The black level in software ISP is unconditionally guessed from the obtained frames. CameraSensorHelper optionally provides the black level from camera specifications now. Let's use the value if available. If the black level is not available from the given CameraSensorHelper instance, it's still determined on the fly. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Tested-by: Robert Mader <robert.mader@collabora.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-10-03libcamera: software_isp: Improve wording in a commentMilan Zamazal
A minor wording improvement suggested on refactoring review. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Update black level only on exposure changesMilan Zamazal
The black level is likely to get updated, if ever, only after exposure or gain changes. Don't compute its possible updates if exposure and gain are unchanged. It's probably not worth trying to implement something more sophisticated. Better to spend the effort on supporting tuning files. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Move exposure+gain to an algorithm moduleMilan Zamazal
This is the last step to fully convert software ISP to Algorithm-based processing. The newly introduced frameContext.sensor parameters are set, and the updated code moved, before calling Algorithm::process() to have the values up-to-date in stats processing. Resolves software ISP TODO #10. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Use floating point for color parametersMilan Zamazal
It's more natural to represent color gains as floating point numbers rather than using a particular pixel-related representation. double is used rather than float because it's a more common floating point type in libcamera algorithms. Otherwise there is no obvious reason to select one over the other here. The constructed color tables still use integer representation for efficiency. Black level still uses pixel (integer) values, for consistency with other libcamera parts. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Move color handling to an algorithm moduleMilan Zamazal
After black level handling has been moved to an algorithm module, white balance and the construction of color tables can be moved to algorithm modules too. This time, the moved code is split between stats processing and parameter construction methods. It is also split to two algorithm modules: - White balance computation. - Gamma table computation and color lookup tables construction. While this applies the color gains computed by the white balance algorithm, it is not directly related to white balance. And we may want to modify the color lookup tables in future according to other parameters than just gamma and white balance gains. Gamma table computation and color lookup tables construction could be split to separate algorithms too. But there is no big need for that now so they are kept together for simplicity. This is the only part of the software ISP algorithms that sets the parameters so emitting setIspParams can be moved to prepare() method. A more natural representation of the gains (and black level) would be floating point numbers. This is not done here in order to minimize changes in code movements. It will be addressed in a followup patch. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com> Acked-by: Umang Jain <umang.jain@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Move black level to an algorithm moduleMilan Zamazal
The black level determination, already present as a separate class, can be moved to the prepared Algorithm processing structure. It is the first of the current software ISP algorithms that is called in the stats processing sequence, which means it is also the first one that should be moved to the new structure. Stats processing starts with calling Algorithm-based processing so the call order of the algorithms is retained. Movement of this algorithm is relatively straightforward because all it does is processing stats. The comment about getting black level from the tuning files is dropped. The black level will be taken from CameraSensorHelper if available and that will be implemented in one of the followup patches. Black level is now recomputed on each stats processing. In a future patch, after DelayedControls are used, this will be changed to recompute the black level only after exposure/gain changes. The black level depends on the sensor used, the computed value can be reused in a followup capture sessions with the same sensor. Thus it is sufficient to (re)set the initial value in BlackLevel::init. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Reviewed-by: Daniel Scally <dan.scally@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Create algorithmsMilan Zamazal
We are ready to introduce algorithms now. First, let's create algorithms. The algorithms are not called yet, calls to them will be added in followup patches. The maximum number of contexts is set to the same value as in hardware pipelines. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Reviewed-by: Daniel Scally <dan.scally@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2024-09-27libcamera: software_isp: Define skeletons for IPA refactoringMilan Zamazal
Software ISP image processing algorithms are currently defined in a simplified way, different from other libcamera pipelines. This is not good for several reasons: - It makes the software ISP code harder to understand due to its different structuring. - Adding more algorithms may make the code harder to understand generally. - Mass libcamera code changes may not be easily applicable to software ISP. - Algorithm sharing with other pipelines is not easily possible. This patch introduces basic software ISP IPA skeletons structured similarly to the other pipelines. The newly added files are currently not used or compiled and the general skeleton structures don't contain anything particular. It is just a preparation step for a larger refactoring and the code will be actually used and extended as needed in followup patches. Signed-off-by: Milan Zamazal <mzamazal@redhat.com> Reviewed-by: Umang Jain <umang.jain@ideasonboard.com> Reviewed-by: Daniel Scally <dan.scally@ideasonboard.com> Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com> Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>