-
Notifications
You must be signed in to change notification settings - Fork 56
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Add blurhash implementation to Quotient
So every client that wants to implement blurhashes doesn't have to copy this file over and over.
- Loading branch information
Showing
5 changed files
with
537 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,274 @@ | ||
// SPDX-FileCopyrightText: 2024 Joshua Goins <[email protected]> | ||
// SPDX-License-Identifier: MIT | ||
|
||
#include "blurhash.h" | ||
|
||
#include <QColorSpace> | ||
|
||
// From https://github.com/woltapp/blurhash/blob/master/Algorithm.md#base-83 | ||
const static QString b83Characters{QStringLiteral("0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz#$%*+,-.:;=?@[]^_{|}~")}; | ||
|
||
const static auto toLinearSRGB = QColorSpace(QColorSpace::SRgb).transformationToColorSpace(QColorSpace::SRgbLinear); | ||
const static auto fromLinearSRGB = QColorSpace(QColorSpace::SRgbLinear).transformationToColorSpace(QColorSpace::SRgb); | ||
|
||
using namespace Quotient; | ||
|
||
QImage BlurHash::decode(const QString &blurhash, const QSize &size) | ||
{ | ||
// 10 is the minimum length of a blurhash string | ||
if (blurhash.length() < 10) | ||
return {}; | ||
|
||
// First character is the number of components | ||
const auto components83 = decode83(blurhash.first(1)); | ||
if (!components83.has_value()) | ||
return {}; | ||
|
||
const auto components = unpackComponents(*components83); | ||
const auto minimumSize = 1 + 1 + 4 + (components.x * components.y - 1) * 2; | ||
if (components.x < 1 || components.y < 1 || blurhash.size() != minimumSize) | ||
return {}; | ||
|
||
// Second character is the maximum AC component value | ||
const auto maxAC83 = decode83(blurhash.mid(1, 1)); | ||
if (!maxAC83.has_value()) | ||
return {}; | ||
|
||
const auto maxAC = decodeMaxAC(*maxAC83); | ||
|
||
// Third character onward is the average color of the image | ||
const auto averageColor83 = decode83(blurhash.mid(2, 4)); | ||
if (!averageColor83.has_value()) | ||
return {}; | ||
|
||
const auto averageColor = toLinearSRGB.map(decodeAverageColor(*averageColor83)); | ||
|
||
QList values = {averageColor}; | ||
|
||
// Iterate through the rest of the string for the color values | ||
// Each AC component is two characters each | ||
for (qsizetype c = 6; c < blurhash.size(); c += 2) { | ||
const auto acComponent83 = decode83(blurhash.mid(c, 2)); | ||
if (!acComponent83.has_value()) | ||
return {}; | ||
|
||
values.append(decodeAC(*acComponent83, maxAC)); | ||
} | ||
|
||
QImage image(size, QImage::Format_RGB888); | ||
image.setColorSpace(QColorSpace::SRgb); | ||
|
||
const auto basisX = calculateWeights(size.width(), components.x); | ||
const auto basisY = calculateWeights(size.height(), components.y); | ||
|
||
for (int y = 0; y < size.height(); y++) { | ||
for (int x = 0; x < size.width(); x++) { | ||
float linearSumR = 0.0f; | ||
float linearSumG = 0.0f; | ||
float linearSumB = 0.0f; | ||
|
||
for (int nx = 0; nx < components.x; nx++) { | ||
for (int ny = 0; ny < components.y; ny++) { | ||
const float basis = basisX[x * components.x + nx] * basisY[y * components.y + ny]; | ||
|
||
linearSumR += values[nx + ny * components.x].redF() * basis; | ||
linearSumG += values[nx + ny * components.x].greenF() * basis; | ||
linearSumB += values[nx + ny * components.x].blueF() * basis; | ||
} | ||
} | ||
|
||
auto linearColor = QColor::fromRgbF(linearSumR, linearSumG, linearSumB); | ||
image.setPixelColor(x, y, fromLinearSRGB.map(linearColor)); | ||
} | ||
} | ||
|
||
return image; | ||
} | ||
|
||
QString BlurHash::encode(const QImage &image, const int componentsX, const int componentsY) | ||
{ | ||
Q_ASSERT(componentsX >= 1 && componentsX <= 9); | ||
Q_ASSERT(componentsY >= 1 && componentsY <= 9); | ||
|
||
if (image.isNull()) | ||
return {}; | ||
|
||
const auto basisX = calculateWeights(image.width(), componentsX); | ||
const auto basisY = calculateWeights(image.height(), componentsY); | ||
|
||
QList<QColor> factors; | ||
factors.resize(componentsX * componentsY); | ||
|
||
const float normalizationFactor = 1.0f / static_cast<float>(image.width()); | ||
|
||
for (int y = 0; y < image.height(); y++) { | ||
for (int x = 0; x < image.width(); x++) { | ||
const QColor srgbColor = image.pixelColor(x, y); | ||
const QColor linearColor = toLinearSRGB.map(srgbColor); | ||
|
||
float linearR = linearColor.redF(); | ||
float linearG = linearColor.greenF(); | ||
float linearB = linearColor.blueF(); | ||
|
||
linearR *= normalizationFactor; | ||
linearG *= normalizationFactor; | ||
linearB *= normalizationFactor; | ||
|
||
for (int ny = 0; ny < componentsY; ny++) { | ||
for (int nx = 0; nx < componentsX; nx++) { | ||
const float basis = basisX[x * componentsX + nx] * basisY[y * componentsY + ny]; | ||
|
||
float factorR = factors[ny * componentsX + nx].redF(); | ||
float factorG = factors[ny * componentsX + nx].greenF(); | ||
float factorB = factors[ny * componentsX + nx].blueF(); | ||
|
||
factors[ny * componentsX + nx] = QColor::fromRgbF(factorR + linearR * basis, factorG + linearG * basis, factorB + linearB * basis); | ||
} | ||
} | ||
} | ||
} | ||
|
||
// Scale by normalization. Half the scaling is done in the previous loop to prevent going | ||
// too far outside the float range. | ||
for (qsizetype i = 0; i < factors.size(); i++) { | ||
float normalisation = (i == 0) ? 1 : 2; | ||
float scale = normalisation / static_cast<float>(image.height()); | ||
|
||
float factorR = factors[i].redF() * scale; | ||
float factorG = factors[i].greenF() * scale; | ||
float factorB = factors[i].blueF() * scale; | ||
|
||
factors[i] = QColor::fromRgbF(factorR, factorG, factorB); | ||
} | ||
|
||
const auto averageColor = factors.takeFirst(); | ||
|
||
QString encodedString; | ||
encodedString.append(encode83(packComponents(Components(componentsX, componentsY))).rightJustified(1, QLatin1Char('0'))); | ||
|
||
float maximumValue; | ||
if (!factors.empty()) { | ||
float actualMaximumValue = 0; | ||
for (auto ac : factors) { | ||
actualMaximumValue = std::max({ | ||
std::abs(ac.redF()), | ||
std::abs(ac.greenF()), | ||
std::abs(ac.blueF()), | ||
actualMaximumValue, | ||
}); | ||
} | ||
|
||
int quantisedMaximumValue = encodeMaxAC(actualMaximumValue); | ||
maximumValue = (static_cast<float>(quantisedMaximumValue) + 1) / 166; | ||
encodedString.append(encode83(quantisedMaximumValue).leftJustified(1, QLatin1Char('0'))); | ||
} else { | ||
maximumValue = 1; | ||
encodedString.append(encode83(0).leftJustified(1, QLatin1Char('0'))); | ||
} | ||
|
||
encodedString.append(encode83(encodeAverageColor(fromLinearSRGB.map(averageColor))).leftJustified(4, QLatin1Char('0'))); | ||
|
||
for (auto ac : factors) | ||
encodedString.append(encode83(encodeAC(ac, maximumValue)).leftJustified(2, QLatin1Char('0'))); | ||
|
||
return encodedString; | ||
} | ||
|
||
std::optional<int> BlurHash::decode83(const QString &encodedString) | ||
{ | ||
int temp = 0; | ||
for (const QChar c : encodedString) { | ||
const auto index = b83Characters.indexOf(c); | ||
if (index == -1) | ||
return std::nullopt; | ||
|
||
temp = temp * 83 + static_cast<int>(index); | ||
} | ||
|
||
return temp; | ||
} | ||
|
||
QString BlurHash::encode83(int value) | ||
{ | ||
QString buffer; | ||
|
||
do { | ||
buffer += b83Characters[value % 83]; | ||
} while ((value = value / 83)); | ||
|
||
std::ranges::reverse(buffer); | ||
|
||
return buffer; | ||
} | ||
|
||
BlurHash::Components BlurHash::unpackComponents(const int packedComponents) | ||
{ | ||
return {packedComponents % 9 + 1, packedComponents / 9 + 1}; | ||
} | ||
|
||
int BlurHash::packComponents(const Components &components) | ||
{ | ||
return (components.x - 1) + (components.y - 1) * 9; | ||
} | ||
|
||
float BlurHash::decodeMaxAC(const int value) | ||
{ | ||
return static_cast<float>(value + 1) / 166.f; | ||
} | ||
|
||
int BlurHash::encodeMaxAC(const float value) | ||
{ | ||
return std::max(0, std::min(82, static_cast<int>(value * 166 - 0.5f))); | ||
} | ||
|
||
QColor BlurHash::decodeAverageColor(const int encodedValue) | ||
{ | ||
const int intR = encodedValue >> 16; | ||
const int intG = (encodedValue >> 8) & 255; | ||
const int intB = encodedValue & 255; | ||
|
||
return QColor::fromRgb(intR, intG, intB); | ||
} | ||
|
||
int BlurHash::encodeAverageColor(const QColor &averageColor) | ||
{ | ||
return (averageColor.red() << 16) + (averageColor.green() << 8) + averageColor.blue(); | ||
} | ||
|
||
float BlurHash::signPow(const float value, const float exp) | ||
{ | ||
return std::copysign(std::pow(std::abs(value), exp), value); | ||
} | ||
|
||
QColor BlurHash::decodeAC(const int value, const float maxAC) | ||
{ | ||
const auto quantR = value / (19 * 19); | ||
const auto quantG = (value / 19) % 19; | ||
const auto quantB = value % 19; | ||
|
||
return QColor::fromRgbF(signPow((static_cast<float>(quantR) - 9) / 9, 2) * maxAC, | ||
signPow((static_cast<float>(quantG) - 9) / 9, 2) * maxAC, | ||
signPow((static_cast<float>(quantB) - 9) / 9, 2) * maxAC); | ||
} | ||
|
||
int BlurHash::encodeAC(const QColor value, const float maxAC) | ||
{ | ||
const auto quantR = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.redF() / maxAC, 0.5) * 9 + 9.5)))); | ||
const auto quantG = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.greenF() / maxAC, 0.5) * 9 + 9.5)))); | ||
const auto quantB = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.blueF() / maxAC, 0.5) * 9 + 9.5)))); | ||
|
||
return quantR * 19 * 19 + quantG * 19 + quantB; | ||
} | ||
|
||
QList<float> BlurHash::calculateWeights(const qsizetype dimension, const qsizetype components) | ||
{ | ||
QList<float> bases(dimension * components, 0.0f); | ||
|
||
const auto scale = static_cast<float>(std::numbers::pi) / static_cast<float>(dimension); | ||
for (qsizetype x = 0; x < dimension; x++) { | ||
for (qsizetype nx = 0; nx < components; nx++) { | ||
bases[x * components + nx] = std::cos(scale * static_cast<float>(nx * x)); | ||
} | ||
} | ||
return bases; | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,107 @@ | ||
// SPDX-FileCopyrightText: 2024 Joshua Goins <[email protected]> | ||
// SPDX-License-Identifier: MIT | ||
|
||
#pragma once | ||
|
||
#include "quotient_export.h" | ||
|
||
#include <QImage> | ||
|
||
class TestBlurHash; | ||
|
||
namespace Quotient { | ||
/** | ||
* @brief Encodes and decodes image to and from the BlurHash format. See https://blurha.sh/. | ||
* | ||
* @note This class has been adapted from https://github.com/redstrate/QtBlurHash. | ||
*/ | ||
class QUOTIENT_API BlurHash | ||
{ | ||
public: | ||
/** Decodes the @p blurhash string creating an image of @p size. | ||
* @note Returns a null image if decoding failed. | ||
*/ | ||
static QUOTIENT_API QImage decode(const QString &blurhash, const QSize &size); | ||
|
||
/** Encodes the @p image and returns a blurhash string. | ||
* @param image A non-null image. | ||
* @param componentsX the number of components X-wise. Must be between 1 and 9. | ||
* @param componentsY the number of components Y-wise. Must be between 1 and 9. | ||
* @note Returns an empty string if it failed to encode the image. | ||
*/ | ||
static QUOTIENT_API QString encode(const QImage &image, int componentsX = 4, int componentsY = 4); | ||
|
||
protected: | ||
struct Components { | ||
int x, y; | ||
|
||
bool operator==(const Components &other) const | ||
{ | ||
return x == other.x && y == other.y; | ||
} | ||
}; | ||
|
||
/** | ||
* @brief Decodes a base 83 string to it's integer value. Returns std::nullopt if there's an invalid character in the blurhash. | ||
*/ | ||
static QUOTIENT_API std::optional<int> decode83(const QString &encodedString); | ||
|
||
/** | ||
* @brief Encodes an integer to it's base 83 representation. | ||
*/ | ||
static QUOTIENT_API QString encode83(int value); | ||
|
||
/** | ||
* @brief Unpacks an integer to it's @c Components value. | ||
*/ | ||
static QUOTIENT_API Components unpackComponents(int packedComponents); | ||
|
||
/** | ||
* @brief Packs @c Components to it's integer representation. | ||
*/ | ||
static QUOTIENT_API int packComponents(const Components &components); | ||
|
||
/** | ||
* @brief Decodes a encoded max AC component value. | ||
*/ | ||
static QUOTIENT_API float decodeMaxAC(int value); | ||
|
||
/** | ||
* @brief Encodes the maximum AC component value to an integer repsentation. | ||
*/ | ||
static QUOTIENT_API int encodeMaxAC(float value); | ||
|
||
/** | ||
* @brief Decodes the average color from the encoded RGB value. | ||
* @note This returns the color as SRGB. | ||
*/ | ||
static QUOTIENT_API QColor decodeAverageColor(int encodedValue); | ||
|
||
/** | ||
* @brief Encodes the average color into it's integer representation. | ||
*/ | ||
static QUOTIENT_API int encodeAverageColor(const QColor &averageColor); | ||
|
||
/** | ||
* @brief Calls pow() with @p exp on @p value, while keeping the sign. | ||
*/ | ||
static QUOTIENT_API float signPow(float value, float exp); | ||
|
||
/** | ||
* @brief Decodes a encoded AC component value. | ||
*/ | ||
static QUOTIENT_API QColor decodeAC(int value, float maxAC); | ||
|
||
/** | ||
* @brief Encodes the AC component into it's integer representation. | ||
*/ | ||
static QUOTIENT_API int encodeAC(QColor value, float maxAC); | ||
|
||
/** | ||
* @brief Calculates the weighted sum for @p dimension across @p components. | ||
*/ | ||
static QUOTIENT_API QList<float> calculateWeights(qsizetype dimension, qsizetype components); | ||
|
||
friend class ::TestBlurHash; | ||
}; | ||
} // namespace Quotient |
Oops, something went wrong.