[PATCH v2 14/19] libcamera: software_isp: Move black level to an algorithm module

Umang Jain umang.jain at ideasonboard.com
Sat Jul 13 18:40:48 CEST 2024


Hi Milan

Thank you for the patch

On 03/07/24 11:21 pm, Milan Zamazal wrote:
> 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

S/  Stats/ Stats/

(extra space)
> 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.
>
> Black level is now recomputed on each stats processing.  In a future
s/  In/ In/
(ditto)
> patch, after DelayedControls are used, this will be changed to recompute
> the black level only after exposure/gain changes.
>
> Signed-off-by: Milan Zamazal <mzamazal at redhat.com>
> ---
>   src/ipa/simple/algorithms/blc.cpp     | 71 ++++++++++++++++++++
>   src/ipa/simple/algorithms/blc.h       | 37 +++++++++++
>   src/ipa/simple/algorithms/meson.build |  1 +
>   src/ipa/simple/black_level.cpp        | 93 ---------------------------
>   src/ipa/simple/black_level.h          | 33 ----------
>   src/ipa/simple/data/uncalibrated.yaml |  1 +
>   src/ipa/simple/ipa_context.cpp        |  8 +++
>   src/ipa/simple/ipa_context.h          |  5 ++
>   src/ipa/simple/meson.build            |  1 -
>   src/ipa/simple/soft_simple.cpp        |  8 +--
>   10 files changed, 125 insertions(+), 133 deletions(-)
>   create mode 100644 src/ipa/simple/algorithms/blc.cpp
>   create mode 100644 src/ipa/simple/algorithms/blc.h
>   delete mode 100644 src/ipa/simple/black_level.cpp
>   delete mode 100644 src/ipa/simple/black_level.h
>
> diff --git a/src/ipa/simple/algorithms/blc.cpp b/src/ipa/simple/algorithms/blc.cpp
> new file mode 100644
> index 00000000..e98c5804
> --- /dev/null
> +++ b/src/ipa/simple/algorithms/blc.cpp
> @@ -0,0 +1,71 @@
> +/* SPDX-License-Identifier: LGPL-2.1-or-later */
> +/*
> + * Copyright (C) 2024, Red Hat Inc.
> + *
> + * black level handling

s/black/Black/
> + */
> +
> +#include "blc.h"
> +
> +#include <numeric>
> +
> +#include <libcamera/base/log.h>
> +
> +namespace libcamera {
> +
> +namespace ipa::soft::algorithms {
> +
> +LOG_DEFINE_CATEGORY(IPASoftBL)
> +
> +BlackLevel::BlackLevel()
> +{
> +}
> +
> +int BlackLevel::init(IPAContext &context,
> +		     [[maybe_unused]] const YamlObject &tuningData)
> +{
> +	context.activeState.black.level = 255;
> +	return 0;
> +}
> +
> +void BlackLevel::process(IPAContext &context,
> +			 [[maybe_unused]] const uint32_t frame,
> +			 [[maybe_unused]] IPAFrameContext &frameContext,
> +			 const SwIspStats *stats,
> +			 [[maybe_unused]] ControlList &metadata)
> +{
> +	const SwIspStats::Histogram &histogram = stats->yHistogram;
> +
> +	/*
> +	 * The constant is selected to be "good enough", not overly conservative or
> +	 * aggressive. There is no magic about the given value.
> +	 */
> +	constexpr float ignoredPercentage_ = 0.02;
> +	const unsigned int total =
> +		std::accumulate(begin(histogram), end(histogram), 0);
> +	const unsigned int pixelThreshold = ignoredPercentage_ * total;
> +	const unsigned int histogramRatio = 256 / SwIspStats::kYHistogramSize;
> +	const unsigned int currentBlackIdx =
> +		context.activeState.black.level / histogramRatio;
> +
> +	for (unsigned int i = 0, seen = 0;
> +	     i < currentBlackIdx && i < SwIspStats::kYHistogramSize;
> +	     i++) {
> +		seen += histogram[i];
> +		if (seen >= pixelThreshold) {
> +			context.activeState.black.level = i * histogramRatio;
> +			LOG(IPASoftBL, Debug)
> +				<< "Auto-set black level: "
> +				<< i << "/" << SwIspStats::kYHistogramSize
> +				<< " (" << 100 * (seen - histogram[i]) / total << "% below, "
> +				<< 100 * seen / total << "% at or below)";
> +			break;
> +		}
> +	};
> +}
> +
> +REGISTER_IPA_ALGORITHM(BlackLevel, "BlackLevel")
> +
> +} /* namespace ipa::soft::algorithms */
> +
> +} /* namespace libcamera */
> diff --git a/src/ipa/simple/algorithms/blc.h b/src/ipa/simple/algorithms/blc.h
> new file mode 100644
> index 00000000..c8b8d92d
> --- /dev/null
> +++ b/src/ipa/simple/algorithms/blc.h
> @@ -0,0 +1,37 @@
> +/* SPDX-License-Identifier: LGPL-2.1-or-later */
> +/*
> + * Copyright (C) 2024, Red Hat Inc.
> + *
> + * black level handling

Ditto

These can be applied when merging the series, so for this patch LGTM

Reviewed-by: Umang Jain <umang.jain at ideasonboard.com>
> + */
> +
> +#pragma once
> +
> +#include <libcamera/controls.h>
> +
> +#include "libcamera/internal/software_isp/swisp_stats.h"
> +
> +#include "algorithm.h"
> +#include "ipa_context.h"
> +
> +namespace libcamera {
> +
> +namespace ipa::soft::algorithms {
> +
> +class BlackLevel : public Algorithm
> +{
> +public:
> +	BlackLevel();
> +	~BlackLevel() = default;
> +
> +	int init(IPAContext &context, const YamlObject &tuningData)
> +		override;
> +	void process(IPAContext &context, const uint32_t frame,
> +		     IPAFrameContext &frameContext,
> +		     const SwIspStats *stats,
> +		     ControlList &metadata) override;
> +};
> +
> +} /* namespace ipa::soft::algorithms */
> +
> +} /* namespace libcamera */
> diff --git a/src/ipa/simple/algorithms/meson.build b/src/ipa/simple/algorithms/meson.build
> index 31d26e43..1f63c220 100644
> --- a/src/ipa/simple/algorithms/meson.build
> +++ b/src/ipa/simple/algorithms/meson.build
> @@ -1,4 +1,5 @@
>   # SPDX-License-Identifier: CC0-1.0
>   
>   soft_simple_ipa_algorithms = files([
> +    'blc.cpp',
>   ])
> diff --git a/src/ipa/simple/black_level.cpp b/src/ipa/simple/black_level.cpp
> deleted file mode 100644
> index 37e0109c..00000000
> --- a/src/ipa/simple/black_level.cpp
> +++ /dev/null
> @@ -1,93 +0,0 @@
> -/* SPDX-License-Identifier: LGPL-2.1-or-later */
> -/*
> - * Copyright (C) 2024, Red Hat Inc.
> - *
> - * black level handling
> - */
> -
> -#include "black_level.h"
> -
> -#include <numeric>
> -
> -#include <libcamera/base/log.h>
> -
> -namespace libcamera {
> -
> -LOG_DEFINE_CATEGORY(IPASoftBL)
> -
> -namespace ipa::soft {
> -
> -/**
> - * \class BlackLevel
> - * \brief Object providing black point level for software ISP
> - *
> - * Black level can be provided in hardware tuning files or, if no tuning file is
> - * available for the given hardware, guessed automatically, with less accuracy.
> - * As tuning files are not yet implemented for software ISP, BlackLevel
> - * currently provides only guessed black levels.
> - *
> - * This class serves for tracking black level as a property of the underlying
> - * hardware, not as means of enhancing a particular scene or image.
> - *
> - * The class is supposed to be instantiated for the given camera stream.
> - * The black level can be retrieved using BlackLevel::get() method. It is
> - * initially 0 and may change when updated using BlackLevel::update() method.
> - */
> -
> -BlackLevel::BlackLevel()
> -	: blackLevel_(255), blackLevelSet_(false)
> -{
> -}
> -
> -/**
> - * \brief Return the current black level
> - *
> - * \return The black level, in the range from 0 (minimum) to 255 (maximum).
> - * If the black level couldn't be determined yet, return 0.
> - */
> -uint8_t BlackLevel::get() const
> -{
> -	return blackLevelSet_ ? blackLevel_ : 0;
> -}
> -
> -/**
> - * \brief Update black level from the provided histogram
> - * \param[in] yHistogram The histogram to be used for updating black level
> - *
> - * The black level is property of the given hardware, not image. It is updated
> - * only if it has not been yet set or if it is lower than the lowest value seen
> - * so far.
> - */
> -void BlackLevel::update(SwIspStats::Histogram &yHistogram)
> -{
> -	/*
> -	 * The constant is selected to be "good enough", not overly conservative or
> -	 * aggressive. There is no magic about the given value.
> -	 */
> -	constexpr float ignoredPercentage_ = 0.02;
> -	const unsigned int total =
> -		std::accumulate(begin(yHistogram), end(yHistogram), 0);
> -	const unsigned int pixelThreshold = ignoredPercentage_ * total;
> -	const unsigned int histogramRatio = 256 / SwIspStats::kYHistogramSize;
> -	const unsigned int currentBlackIdx = blackLevel_ / histogramRatio;
> -
> -	for (unsigned int i = 0, seen = 0;
> -	     i < currentBlackIdx && i < SwIspStats::kYHistogramSize;
> -	     i++) {
> -		seen += yHistogram[i];
> -		if (seen >= pixelThreshold) {
> -			blackLevel_ = i * histogramRatio;
> -			blackLevelSet_ = true;
> -			LOG(IPASoftBL, Debug)
> -				<< "Auto-set black level: "
> -				<< i << "/" << SwIspStats::kYHistogramSize
> -				<< " (" << 100 * (seen - yHistogram[i]) / total << "% below, "
> -				<< 100 * seen / total << "% at or below)";
> -			break;
> -		}
> -	};
> -}
> -
> -} /* namespace ipa::soft */
> -
> -} /* namespace libcamera */
> diff --git a/src/ipa/simple/black_level.h b/src/ipa/simple/black_level.h
> deleted file mode 100644
> index a04230c9..00000000
> --- a/src/ipa/simple/black_level.h
> +++ /dev/null
> @@ -1,33 +0,0 @@
> -/* SPDX-License-Identifier: LGPL-2.1-or-later */
> -/*
> - * Copyright (C) 2024, Red Hat Inc.
> - *
> - * black level handling
> - */
> -
> -#pragma once
> -
> -#include <array>
> -#include <stdint.h>
> -
> -#include "libcamera/internal/software_isp/swisp_stats.h"
> -
> -namespace libcamera {
> -
> -namespace ipa::soft {
> -
> -class BlackLevel
> -{
> -public:
> -	BlackLevel();
> -	uint8_t get() const;
> -	void update(SwIspStats::Histogram &yHistogram);
> -
> -private:
> -	uint8_t blackLevel_;
> -	bool blackLevelSet_;
> -};
> -
> -} /* namespace ipa::soft */
> -
> -} /* namespace libcamera */
> diff --git a/src/ipa/simple/data/uncalibrated.yaml b/src/ipa/simple/data/uncalibrated.yaml
> index 2cdc39a8..e0d03d96 100644
> --- a/src/ipa/simple/data/uncalibrated.yaml
> +++ b/src/ipa/simple/data/uncalibrated.yaml
> @@ -3,4 +3,5 @@
>   ---
>   version: 1
>   algorithms:
> +  - BlackLevel:
>   ...
> diff --git a/src/ipa/simple/ipa_context.cpp b/src/ipa/simple/ipa_context.cpp
> index 0898e591..bb5daa0d 100644
> --- a/src/ipa/simple/ipa_context.cpp
> +++ b/src/ipa/simple/ipa_context.cpp
> @@ -50,4 +50,12 @@ namespace libcamera::ipa::soft {
>    * \brief The current state of IPA algorithms
>    */
>   
> +/**
> + * \var IPAActiveState::black
> + * \brief Context for the Black Level algorithm
> + *
> + * \var IPAActiveState::black.level
> + * \brief Current determined black level
> + */
> +
>   } /* namespace libcamera::ipa::soft */
> diff --git a/src/ipa/simple/ipa_context.h b/src/ipa/simple/ipa_context.h
> index bc1235b6..ed07dbb8 100644
> --- a/src/ipa/simple/ipa_context.h
> +++ b/src/ipa/simple/ipa_context.h
> @@ -8,6 +8,8 @@
>   
>   #pragma once
>   
> +#include <stdint.h>
> +
>   #include <libipa/fc_queue.h>
>   
>   namespace libcamera {
> @@ -18,6 +20,9 @@ struct IPASessionConfiguration {
>   };
>   
>   struct IPAActiveState {
> +	struct {
> +		uint8_t level;
> +	} black;
>   };
>   
>   struct IPAFrameContext : public FrameContext {
> diff --git a/src/ipa/simple/meson.build b/src/ipa/simple/meson.build
> index 7515a8d8..92aa5744 100644
> --- a/src/ipa/simple/meson.build
> +++ b/src/ipa/simple/meson.build
> @@ -8,7 +8,6 @@ ipa_name = 'ipa_soft_simple'
>   soft_simple_sources = files([
>       'ipa_context.cpp',
>       'soft_simple.cpp',
> -    'black_level.cpp',
>   ])
>   
>   soft_simple_sources += soft_simple_ipa_algorithms
> diff --git a/src/ipa/simple/soft_simple.cpp b/src/ipa/simple/soft_simple.cpp
> index a8499f29..2fb3a473 100644
> --- a/src/ipa/simple/soft_simple.cpp
> +++ b/src/ipa/simple/soft_simple.cpp
> @@ -28,7 +28,6 @@
>   
>   #include "libipa/camera_sensor_helper.h"
>   
> -#include "black_level.h"
>   #include "module.h"
>   
>   namespace libcamera {
> @@ -60,7 +59,7 @@ class IPASoftSimple : public ipa::soft::IPASoftInterface, public Module
>   {
>   public:
>   	IPASoftSimple()
> -		: params_(nullptr), stats_(nullptr), blackLevel_(BlackLevel()),
> +		: params_(nullptr), stats_(nullptr),
>   		  context_({ {}, {}, { kMaxFrameContexts } }),
>   		  ignoreUpdates_(0)
>   	{
> @@ -92,7 +91,6 @@ private:
>   	SwIspStats *stats_;
>   	std::unique_ptr<CameraSensorHelper> camHelper_;
>   	ControlInfoMap sensorInfoMap_;
> -	BlackLevel blackLevel_;
>   
>   	static constexpr unsigned int kGammaLookupSize = 1024;
>   	std::array<uint8_t, kGammaLookupSize> gammaTable_;
> @@ -303,9 +301,7 @@ void IPASoftSimple::processStats(
>   		algo->process(context_, frame, frameContext, stats_, metadata);
>   
>   	SwIspStats::Histogram histogram = stats_->yHistogram;
> -	if (ignoreUpdates_ > 0)
> -		blackLevel_.update(histogram);
> -	const uint8_t blackLevel = blackLevel_.get();
> +	const uint8_t blackLevel = context_.activeState.black.level;
>   
>   	/*
>   	 * Black level must be subtracted to get the correct AWB ratios, they



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