From 7a4012ec7936a0080f571bbfcf5512a61e414a96 Mon Sep 17 00:00:00 2001
From: Stefan Klug <stefan.klug@ideasonboard.com>
Date: Thu, 23 Jan 2025 12:41:00 +0100
Subject: ipa: rkisp1: Add support for bayes AWB algorithm from libipa

Now that libipa contains a bayes AWB algorithm, add it as supported
algorithm to the rkisp1 ipa.

The decision between the grey world algorithm and the bayesian is done
based on the "algorithm" property of the "Awb" algorithm in the tuning
file. If the lux value in the frameContext is set by the Lux algorithm
it is taken into account. If the lux value is 0 the prior likelihood
estimation gets ignored in the AWB calculations.

Signed-off-by: Stefan Klug <stefan.klug@ideasonboard.com>
Reviewed-by: Paul Elder <paul.elder@ideasonboard.com>
Reviewed-by: Daniel Scally <dan.scally@ideasonboard.com>
---
 src/ipa/rkisp1/algorithms/awb.cpp | 48 +++++++++++++++++++++++++++++----------
 1 file changed, 36 insertions(+), 12 deletions(-)

(limited to 'src/ipa/rkisp1')

diff --git a/src/ipa/rkisp1/algorithms/awb.cpp b/src/ipa/rkisp1/algorithms/awb.cpp
index 68931927..2b2c50dc 100644
--- a/src/ipa/rkisp1/algorithms/awb.cpp
+++ b/src/ipa/rkisp1/algorithms/awb.cpp
@@ -16,6 +16,7 @@
 
 #include <libcamera/ipa/core_ipa_interface.h>
 
+#include "libipa/awb_bayes.h"
 #include "libipa/awb_grey.h"
 #include "libipa/colours.h"
 
@@ -47,13 +48,21 @@ public:
 	RkISP1AwbStats(const RGB<double> &rgbMeans)
 		: rgbMeans_(rgbMeans)
 	{
+		rg_ = rgbMeans_.r() / rgbMeans_.g();
+		bg_ = rgbMeans_.b() / rgbMeans_.g();
 	}
 
-	double computeColourError([[maybe_unused]] const RGB<double> &gains) const override
+	double computeColourError(const RGB<double> &gains) const override
 	{
-		LOG(RkISP1Awb, Error)
-			<< "RkISP1AwbStats::computeColourError is not implemented";
-		return 0.0;
+		/*
+		* Compute the sum of the squared colour error (non-greyness) as it
+		* appears in the log likelihood equation.
+		*/
+		double deltaR = gains.r() * rg_ - 1.0;
+		double deltaB = gains.b() * bg_ - 1.0;
+		double delta2 = deltaR * deltaR + deltaB * deltaB;
+
+		return delta2;
 	}
 
 	RGB<double> getRGBMeans() const override
@@ -63,6 +72,8 @@ public:
 
 private:
 	RGB<double> rgbMeans_;
+	double rg_;
+	double bg_;
 };
 
 Awb::Awb()
@@ -80,13 +91,30 @@ int Awb::init(IPAContext &context, const YamlObject &tuningData)
 							 kMaxColourTemperature,
 							 kDefaultColourTemperature);
 
-	awbAlgo_ = std::make_unique<AwbGrey>();
+	if (!tuningData.contains("algorithm"))
+		LOG(RkISP1Awb, Info) << "No awb algorithm specified."
+				     << " Default to grey world";
+
+	auto mode = tuningData["algorithm"].get<std::string>("grey");
+	if (mode == "grey") {
+		awbAlgo_ = std::make_unique<AwbGrey>();
+	} else if (mode == "bayes") {
+		awbAlgo_ = std::make_unique<AwbBayes>();
+	} else {
+		LOG(RkISP1Awb, Error) << "Unknown awb algorithm: " << mode;
+		return -EINVAL;
+	}
+	LOG(RkISP1Awb, Debug) << "Using awb algorithm: " << mode;
+
 	int ret = awbAlgo_->init(tuningData);
 	if (ret) {
 		LOG(RkISP1Awb, Error) << "Failed to init awb algorithm";
 		return ret;
 	}
 
+	const auto &src = awbAlgo_->controls();
+	cmap.insert(src.begin(), src.end());
+
 	return 0;
 }
 
@@ -133,6 +161,8 @@ void Awb::queueRequest(IPAContext &context,
 			<< (*awbEnable ? "Enabling" : "Disabling") << " AWB";
 	}
 
+	awbAlgo_->handleControls(controls);
+
 	frameContext.awb.autoEnabled = awb.autoEnabled;
 
 	if (awb.autoEnabled)
@@ -273,14 +303,8 @@ void Awb::process(IPAContext &context,
 	    rgbMeans.b() < kMeanMinThreshold)
 		return;
 
-	/*
-	 * \Todo: Hardcode lux to a fixed value, until an estimation is
-	 * implemented.
-	 */
-	int lux = 1000;
-
 	RkISP1AwbStats awbStats{ rgbMeans };
-	AwbResult awbResult = awbAlgo_->calculateAwb(awbStats, lux);
+	AwbResult awbResult = awbAlgo_->calculateAwb(awbStats, frameContext.lux.lux);
 
 	activeState.awb.temperatureK = awbResult.colourTemperature;
 
-- 
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