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-rw-r--r--src/ipa/raspberrypi/controller/pdaf_data.h21
-rw-r--r--src/ipa/raspberrypi/controller/rpi/af.cpp176
-rw-r--r--src/ipa/raspberrypi/controller/rpi/af.h28
3 files changed, 118 insertions, 107 deletions
diff --git a/src/ipa/raspberrypi/controller/pdaf_data.h b/src/ipa/raspberrypi/controller/pdaf_data.h
index 03c00d72..470510f2 100644
--- a/src/ipa/raspberrypi/controller/pdaf_data.h
+++ b/src/ipa/raspberrypi/controller/pdaf_data.h
@@ -2,20 +2,23 @@
/*
* Copyright (C) 2022, Raspberry Pi Ltd
*
- * pdaf_data.h - PDAF Metadata; for now this is
- * largely based on IMX708's PDAF "Type 1" output.
+ * pdaf_data.h - PDAF Metadata
*/
#pragma once
#include <stdint.h>
-#define PDAF_DATA_ROWS 12
-#define PDAF_DATA_COLS 16
+#include "region_stats.h"
-struct PdafData {
- /* Confidence values, in raster order, in arbitrary units */
- uint16_t conf[PDAF_DATA_ROWS][PDAF_DATA_COLS];
+namespace RPiController {
- /* Phase error, in raster order, in s11 Q4 format (S.6.4) */
- int16_t phase[PDAF_DATA_ROWS][PDAF_DATA_COLS];
+struct PdafData {
+ /* Confidence, in arbitrary units */
+ uint16_t conf;
+ /* Phase error, in s16 Q4 format (S.11.4) */
+ int16_t phase;
};
+
+using PdafRegions = RegionStats<PdafData>;
+
+} /* namespace RPiController */
diff --git a/src/ipa/raspberrypi/controller/rpi/af.cpp b/src/ipa/raspberrypi/controller/rpi/af.cpp
index a6236518..ed0c8a94 100644
--- a/src/ipa/raspberrypi/controller/rpi/af.cpp
+++ b/src/ipa/raspberrypi/controller/rpi/af.cpp
@@ -174,9 +174,8 @@ Af::Af(Controller *controller)
statsRegion_(0, 0, 0, 0),
windows_(),
useWindows_(false),
- phaseWeights_{},
- contrastWeights_{},
- sumWeights_(0),
+ phaseWeights_(),
+ contrastWeights_(),
scanState_(ScanState::Idle),
initted_(false),
ftarget_(-1.0),
@@ -190,7 +189,15 @@ Af::Af(Controller *controller)
scanData_(),
reportState_(AfState::Idle)
{
- scanData_.reserve(24);
+ /*
+ * Reserve space for data, to reduce memory fragmentation. It's too early
+ * to query the size of the PDAF (from camera) and Contrast (from ISP)
+ * statistics, but these are plausible upper bounds.
+ */
+ phaseWeights_.w.reserve(16 * 12);
+ contrastWeights_.w.reserve(getHardwareConfig().focusRegions.width *
+ getHardwareConfig().focusRegions.height);
+ scanData_.reserve(32);
}
Af::~Af()
@@ -226,7 +233,7 @@ void Af::switchMode(CameraMode const &cameraMode, [[maybe_unused]] Metadata *met
<< statsRegion_.y << ','
<< statsRegion_.width << ','
<< statsRegion_.height;
- computeWeights();
+ invalidateWeights();
if (scanState_ >= ScanState::Coarse && scanState_ < ScanState::Settle) {
/*
@@ -239,111 +246,99 @@ void Af::switchMode(CameraMode const &cameraMode, [[maybe_unused]] Metadata *met
skipCount_ = cfg_.skipFrames;
}
-void Af::computeWeights()
+void Af::computeWeights(RegionWeights *wgts, unsigned rows, unsigned cols)
{
- constexpr int MaxCellWeight = 240 / (int)MaxWindows;
+ wgts->rows = rows;
+ wgts->cols = cols;
+ wgts->sum = 0;
+ wgts->w.resize(rows * cols);
+ std::fill(wgts->w.begin(), wgts->w.end(), 0);
- sumWeights_ = 0;
- for (int i = 0; i < PDAF_DATA_ROWS; ++i)
- std::fill(phaseWeights_[i], phaseWeights_[i] + PDAF_DATA_COLS, 0);
-
- if (useWindows_ &&
- statsRegion_.width >= PDAF_DATA_COLS && statsRegion_.height >= PDAF_DATA_ROWS) {
+ if (rows > 0 && cols > 0 && useWindows_ &&
+ statsRegion_.height >= rows && statsRegion_.width >= cols) {
/*
* Here we just merge all of the given windows, weighted by area.
* \todo Perhaps a better approach might be to find the phase in each
* window and choose either the closest or the highest-confidence one?
- *
- * Using mostly "int" arithmetic, because Rectangle has signed x, y
+ * Ensure weights sum to less than (1<<16). 46080 is a "round number"
+ * below 65536, for better rounding when window size is a simple
+ * fraction of image dimensions.
*/
- int cellH = (int)(statsRegion_.height / PDAF_DATA_ROWS);
- int cellW = (int)(statsRegion_.width / PDAF_DATA_COLS);
- int cellA = cellH * cellW;
+ const unsigned maxCellWeight = 46080u / (MaxWindows * rows * cols);
+ const unsigned cellH = statsRegion_.height / rows;
+ const unsigned cellW = statsRegion_.width / cols;
+ const unsigned cellA = cellH * cellW;
for (auto &w : windows_) {
- for (int i = 0; i < PDAF_DATA_ROWS; ++i) {
- int y0 = std::max(statsRegion_.y + cellH * i, w.y);
- int y1 = std::min(statsRegion_.y + cellH * (i + 1), w.y + (int)(w.height));
+ for (unsigned r = 0; r < rows; ++r) {
+ int y0 = std::max(statsRegion_.y + (int)(cellH * r), w.y);
+ int y1 = std::min(statsRegion_.y + (int)(cellH * (r + 1)),
+ w.y + (int)(w.height));
if (y0 >= y1)
continue;
y1 -= y0;
- for (int j = 0; j < PDAF_DATA_COLS; ++j) {
- int x0 = std::max(statsRegion_.x + cellW * j, w.x);
- int x1 = std::min(statsRegion_.x + cellW * (j + 1), w.x + (int)(w.width));
+ for (unsigned c = 0; c < cols; ++c) {
+ int x0 = std::max(statsRegion_.x + (int)(cellW * c), w.x);
+ int x1 = std::min(statsRegion_.x + (int)(cellW * (c + 1)),
+ w.x + (int)(w.width));
if (x0 >= x1)
continue;
- int a = y1 * (x1 - x0);
- a = (MaxCellWeight * a + cellA - 1) / cellA;
- phaseWeights_[i][j] += a;
- sumWeights_ += a;
+ unsigned a = y1 * (x1 - x0);
+ a = (maxCellWeight * a + cellA - 1) / cellA;
+ wgts->w[r * cols + c] += a;
+ wgts->sum += a;
}
}
}
}
- if (sumWeights_ == 0) {
- /*
- * Default AF window is the middle 1/2 width of the middle 1/3 height
- * since this maps nicely to both PDAF (16x12) and Focus (4x3) grids.
- */
- for (int i = PDAF_DATA_ROWS / 3; i < 2 * PDAF_DATA_ROWS / 3; ++i) {
- for (int j = PDAF_DATA_COLS / 4; j < 3 * PDAF_DATA_COLS / 4; ++j) {
- phaseWeights_[i][j] = MaxCellWeight;
- sumWeights_ += MaxCellWeight;
+ if (wgts->sum == 0) {
+ /* Default AF window is the middle 1/2 width of the middle 1/3 height */
+ for (unsigned r = rows / 3; r < rows - rows / 3; ++r) {
+ for (unsigned c = cols / 4; c < cols - cols / 4; ++c) {
+ wgts->w[r * cols + c] = 1;
+ wgts->sum += 1;
}
}
}
+}
- /* Scale from PDAF to Focus Statistics grid (which has fixed size 4x3) */
- constexpr int FocusStatsRows = 3;
- constexpr int FocusStatsCols = 4;
- static_assert(FOCUS_REGIONS == FocusStatsRows * FocusStatsCols);
- static_assert(PDAF_DATA_ROWS % FocusStatsRows == 0);
- static_assert(PDAF_DATA_COLS % FocusStatsCols == 0);
- constexpr int YFactor = PDAF_DATA_ROWS / FocusStatsRows;
- constexpr int XFactor = PDAF_DATA_COLS / FocusStatsCols;
-
- LOG(RPiAf, Debug) << "Recomputed weights:";
- for (int i = 0; i < FocusStatsRows; ++i) {
- for (int j = 0; j < FocusStatsCols; ++j) {
- unsigned w = 0;
- for (int y = 0; y < YFactor; ++y)
- for (int x = 0; x < XFactor; ++x)
- w += phaseWeights_[YFactor * i + y][XFactor * j + x];
- contrastWeights_[FocusStatsCols * i + j] = w;
- }
- LOG(RPiAf, Debug) << " "
- << contrastWeights_[FocusStatsCols * i + 0] << " "
- << contrastWeights_[FocusStatsCols * i + 1] << " "
- << contrastWeights_[FocusStatsCols * i + 2] << " "
- << contrastWeights_[FocusStatsCols * i + 3];
- }
+void Af::invalidateWeights()
+{
+ phaseWeights_.sum = 0;
+ contrastWeights_.sum = 0;
}
-bool Af::getPhase(PdafData const &data, double &phase, double &conf) const
+bool Af::getPhase(PdafRegions const &regions, double &phase, double &conf)
{
+ libcamera::Size size = regions.size();
+ if (size.height != phaseWeights_.rows || size.width != phaseWeights_.cols ||
+ phaseWeights_.sum == 0) {
+ LOG(RPiAf, Debug) << "Recompute Phase weights " << size.width << 'x' << size.height;
+ computeWeights(&phaseWeights_, size.height, size.width);
+ }
+
uint32_t sumWc = 0;
int64_t sumWcp = 0;
-
- for (unsigned i = 0; i < PDAF_DATA_ROWS; ++i) {
- for (unsigned j = 0; j < PDAF_DATA_COLS; ++j) {
- if (phaseWeights_[i][j]) {
- uint32_t c = data.conf[i][j];
- if (c >= cfg_.confThresh) {
- if (c > cfg_.confClip)
- c = cfg_.confClip;
- c -= (cfg_.confThresh >> 2);
- sumWc += phaseWeights_[i][j] * c;
- c -= (cfg_.confThresh >> 2);
- sumWcp += phaseWeights_[i][j] * data.phase[i][j] * (int64_t)c;
- }
+ for (unsigned i = 0; i < regions.numRegions(); ++i) {
+ unsigned w = phaseWeights_.w[i];
+ if (w) {
+ const PdafData &data = regions.get(i).val;
+ unsigned c = data.conf;
+ if (c >= cfg_.confThresh) {
+ if (c > cfg_.confClip)
+ c = cfg_.confClip;
+ c -= (cfg_.confThresh >> 2);
+ sumWc += w * c;
+ c -= (cfg_.confThresh >> 2);
+ sumWcp += (int64_t)(w * c) * (int64_t)data.phase;
}
}
}
- if (0 < sumWeights_ && sumWeights_ <= sumWc) {
+ if (0 < phaseWeights_.sum && phaseWeights_.sum <= sumWc) {
phase = (double)sumWcp / (double)sumWc;
- conf = (double)sumWc / (double)sumWeights_;
+ conf = (double)sumWc / (double)phaseWeights_.sum;
return true;
} else {
phase = 0.0;
@@ -352,14 +347,21 @@ bool Af::getPhase(PdafData const &data, double &phase, double &conf) const
}
}
-double Af::getContrast(const FocusRegions &focusStats) const
+double Af::getContrast(const FocusRegions &focusStats)
{
- uint32_t sumWc = 0;
+ libcamera::Size size = focusStats.size();
+ if (size.height != contrastWeights_.rows ||
+ size.width != contrastWeights_.cols || contrastWeights_.sum == 0) {
+ LOG(RPiAf, Debug) << "Recompute Contrast weights "
+ << size.width << 'x' << size.height;
+ computeWeights(&contrastWeights_, size.height, size.width);
+ }
+ uint64_t sumWc = 0;
for (unsigned i = 0; i < focusStats.numRegions(); ++i)
- sumWc += contrastWeights_[i] * focusStats.get(i).val;
+ sumWc += contrastWeights_.w[i] * focusStats.get(i).val;
- return (sumWeights_ == 0) ? 0.0 : (double)sumWc / (double)sumWeights_;
+ return (contrastWeights_.sum > 0) ? ((double)sumWc / (double)contrastWeights_.sum) : 0.0;
}
void Af::doPDAF(double phase, double conf)
@@ -623,14 +625,14 @@ void Af::prepare(Metadata *imageMetadata)
if (initted_) {
/* Get PDAF from the embedded metadata, and run AF algorithm core */
- PdafData data;
+ PdafRegions regions;
double phase = 0.0, conf = 0.0;
double oldFt = ftarget_;
double oldFs = fsmooth_;
ScanState oldSs = scanState_;
uint32_t oldSt = stepCount_;
- if (imageMetadata->get("pdaf.data", data) == 0)
- getPhase(data, phase, conf);
+ if (imageMetadata->get("pdaf.regions", regions) == 0)
+ getPhase(regions, phase, conf);
doAF(prevContrast_, phase, conf);
updateLensPosition();
LOG(RPiAf, Debug) << std::fixed << std::setprecision(2)
@@ -691,7 +693,7 @@ void Af::setMetering(bool mode)
{
if (useWindows_ != mode) {
useWindows_ = mode;
- computeWeights();
+ invalidateWeights();
}
}
@@ -708,7 +710,9 @@ void Af::setWindows(libcamera::Span<libcamera::Rectangle const> const &wins)
if (windows_.size() >= MaxWindows)
break;
}
- computeWeights();
+
+ if (useWindows_)
+ invalidateWeights();
}
bool Af::setLensPosition(double dioptres, int *hwpos)
diff --git a/src/ipa/raspberrypi/controller/rpi/af.h b/src/ipa/raspberrypi/controller/rpi/af.h
index 7959371b..b479feb8 100644
--- a/src/ipa/raspberrypi/controller/rpi/af.h
+++ b/src/ipa/raspberrypi/controller/rpi/af.h
@@ -12,12 +12,6 @@
#include "../pwl.h"
/*
- * \todo FOCUS_REGIONS is taken from bcm2835-isp.h, but should be made as a
- * generic RegionStats structure.
- */
-#define FOCUS_REGIONS 12
-
-/*
* This algorithm implements a hybrid of CDAF and PDAF, favouring PDAF.
*
* Whenever PDAF is available, it is used in a continuous feedback loop.
@@ -121,9 +115,20 @@ private:
double conf;
};
- void computeWeights();
- bool getPhase(PdafData const &data, double &phase, double &conf) const;
- double getContrast(const FocusRegions &focusStats) const;
+ struct RegionWeights {
+ unsigned rows;
+ unsigned cols;
+ uint32_t sum;
+ std::vector<uint16_t> w;
+
+ RegionWeights()
+ : rows(0), cols(0), sum(0), w() {}
+ };
+
+ void computeWeights(RegionWeights *wgts, unsigned rows, unsigned cols);
+ void invalidateWeights();
+ bool getPhase(PdafRegions const &regions, double &phase, double &conf);
+ double getContrast(const FocusRegions &focusStats);
void doPDAF(double phase, double conf);
bool earlyTerminationByPhase(double phase);
double findPeak(unsigned index) const;
@@ -143,9 +148,8 @@ private:
libcamera::Rectangle statsRegion_;
std::vector<libcamera::Rectangle> windows_;
bool useWindows_;
- uint8_t phaseWeights_[PDAF_DATA_ROWS][PDAF_DATA_COLS];
- uint16_t contrastWeights_[FOCUS_REGIONS];
- uint32_t sumWeights_;
+ RegionWeights phaseWeights_;
+ RegionWeights contrastWeights_;
/* Working state. */
ScanState scanState_;
generated by cgit v1.2.1 (git 2.18.0) at 2024-06-02 14:56:08 +0000