osb/source/core/StarImageProcessing.cpp

#include "StarImageProcessing.hpp"
#include "StarMatrix3.hpp"
#include "StarInterpolation.hpp"
#include "StarLexicalCast.hpp"
#include "StarColor.hpp"
#include "StarImage.hpp"

namespace Star {

Image scaleNearest(Image const& srcImage, Vec2F const& scale) {
  Vec2U srcSize = srcImage.size();
  Vec2U destSize = Vec2U::round(vmult(Vec2F(srcSize), scale));
  destSize[0] = max(destSize[0], 1u);
  destSize[1] = max(destSize[1], 1u);

  Image destImage(destSize, srcImage.pixelFormat());

  for (unsigned y = 0; y < destSize[1]; ++y) {
    for (unsigned x = 0; x < destSize[0]; ++x)
      destImage.set({x, y}, srcImage.clamp(Vec2I::round(vdiv(Vec2F(x, y), scale))));
  }
  return destImage;
}

Image scaleBilinear(Image const& srcImage, Vec2F const& scale) {
  Vec2U srcSize = srcImage.size();
  Vec2U destSize = Vec2U::round(vmult(Vec2F(srcSize), scale));
  destSize[0] = max(destSize[0], 1u);
  destSize[1] = max(destSize[1], 1u);

  Image destImage(destSize, srcImage.pixelFormat());

  for (unsigned y = 0; y < destSize[1]; ++y) {
    for (unsigned x = 0; x < destSize[0]; ++x) {
      auto pos = vdiv(Vec2F(x, y), scale);
      auto ipart = Vec2I::floor(pos);
      auto fpart = pos - Vec2F(ipart);

      auto result = lerp(fpart[1], lerp(fpart[0], Vec4F(srcImage.clamp(ipart[0], ipart[1])), Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1]))), lerp(fpart[0],
            Vec4F(srcImage.clamp(ipart[0], ipart[1] + 1)), Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1] + 1))));

      destImage.set({x, y}, Vec4B(result));
    }
  }

  return destImage;
}

Image scaleBicubic(Image const& srcImage, Vec2F const& scale) {
  Vec2U srcSize = srcImage.size();
  Vec2U destSize = Vec2U::round(vmult(Vec2F(srcSize), scale));
  destSize[0] = max(destSize[0], 1u);
  destSize[1] = max(destSize[1], 1u);

  Image destImage(destSize, srcImage.pixelFormat());

  for (unsigned y = 0; y < destSize[1]; ++y) {
    for (unsigned x = 0; x < destSize[0]; ++x) {
      auto pos = vdiv(Vec2F(x, y), scale);
      auto ipart = Vec2I::floor(pos);
      auto fpart = pos - Vec2F(ipart);

      Vec4F a = cubic4(fpart[0],
          Vec4F(srcImage.clamp(ipart[0], ipart[1])),
          Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1])),
          Vec4F(srcImage.clamp(ipart[0] + 2, ipart[1])),
          Vec4F(srcImage.clamp(ipart[0] + 3, ipart[1])));

      Vec4F b = cubic4(fpart[0],
          Vec4F(srcImage.clamp(ipart[0], ipart[1] + 1)),
          Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1] + 1)),
          Vec4F(srcImage.clamp(ipart[0] + 2, ipart[1] + 1)),
          Vec4F(srcImage.clamp(ipart[0] + 3, ipart[1] + 1)));

      Vec4F c = cubic4(fpart[0],
          Vec4F(srcImage.clamp(ipart[0], ipart[1] + 2)),
          Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1] + 2)),
          Vec4F(srcImage.clamp(ipart[0] + 2, ipart[1] + 2)),
          Vec4F(srcImage.clamp(ipart[0] + 3, ipart[1] + 2)));

      Vec4F d = cubic4(fpart[0],
          Vec4F(srcImage.clamp(ipart[0], ipart[1] + 3)),
          Vec4F(srcImage.clamp(ipart[0] + 1, ipart[1] + 3)),
          Vec4F(srcImage.clamp(ipart[0] + 2, ipart[1] + 3)),
          Vec4F(srcImage.clamp(ipart[0] + 3, ipart[1] + 3)));

      auto result = cubic4(fpart[1], a, b, c, d);

      destImage.set({x, y}, Vec4B(
          clamp(result[0], 0.0f, 255.0f),
          clamp(result[1], 0.0f, 255.0f),
          clamp(result[2], 0.0f, 255.0f),
          clamp(result[3], 0.0f, 255.0f)
        ));
    }
  }

  return destImage;
}

StringList colorDirectivesFromConfig(JsonArray const& directives) {
  List<String> result;

  for (auto entry : directives) {
    if (entry.type() == Json::Type::String) {
      result.append(entry.toString());
    } else if (entry.type() == Json::Type::Object) {
      result.append(paletteSwapDirectivesFromConfig(entry));
    } else {
      throw StarException("Malformed color directives list.");
    }
  }
  return result;
}

String paletteSwapDirectivesFromConfig(Json const& swaps) {
  ColorReplaceImageOperation paletteSwaps;
  for (auto const& swap : swaps.iterateObject())
    paletteSwaps.colorReplaceMap[Color::fromHex(swap.first).toRgba()] = Color::fromHex(swap.second.toString()).toRgba();
  return "?" + imageOperationToString(paletteSwaps);
}

HueShiftImageOperation HueShiftImageOperation::hueShiftDegrees(float degrees) {
  return HueShiftImageOperation{degrees / 360.0f};
}

SaturationShiftImageOperation SaturationShiftImageOperation::saturationShift100(float amount) {
  return SaturationShiftImageOperation{amount / 100.0f};
}

BrightnessMultiplyImageOperation BrightnessMultiplyImageOperation::brightnessMultiply100(float amount) {
  return BrightnessMultiplyImageOperation{amount / 100.0f + 1.0f};
}

FadeToColorImageOperation::FadeToColorImageOperation(Vec3B color, float amount) {
  this->color = color;
  this->amount = amount;

  auto fcl = Color::rgb(color).toLinear();
  for (int i = 0; i <= 255; ++i) {
    auto r = Color::rgb(Vec3B(i, i, i)).toLinear().mix(fcl, amount).toSRGB().toRgb();
    rTable[i] = r[0];
    gTable[i] = r[1];
    bTable[i] = r[2];
  }
}

ImageOperation imageOperationFromString(String const& string) {
  try {
    auto bits = string.splitAny("=;");
    String type = bits.at(0);

    if (type == "hueshift") {
      return HueShiftImageOperation::hueShiftDegrees(lexicalCast<float>(bits.at(1)));

    } else if (type == "saturation") {
      return SaturationShiftImageOperation::saturationShift100(lexicalCast<float>(bits.at(1)));

    } else if (type == "brightness") {
      return BrightnessMultiplyImageOperation::brightnessMultiply100(lexicalCast<float>(bits.at(1)));

    } else if (type == "fade") {
      return FadeToColorImageOperation(Color::fromHex(bits.at(1)).toRgb(), lexicalCast<float>(bits.at(2)));

    } else if (type == "scanlines") {
      return ScanLinesImageOperation{
          FadeToColorImageOperation(Color::fromHex(bits.at(1)).toRgb(), lexicalCast<float>(bits.at(2))),
          FadeToColorImageOperation(Color::fromHex(bits.at(3)).toRgb(), lexicalCast<float>(bits.at(4)))};

    } else if (type == "setcolor") {
      return SetColorImageOperation{Color::fromHex(bits.at(1)).toRgb()};

    } else if (type == "replace") {
      ColorReplaceImageOperation operation;
      for (size_t i = 0; i < (bits.size() - 1) / 2; ++i)
        operation.colorReplaceMap[Color::fromHex(bits[i * 2 + 1]).toRgba()] = Color::fromHex(bits[i * 2 + 2]).toRgba();

      return operation;

    } else if (type == "addmask" || type == "submask") {
      AlphaMaskImageOperation operation;
      if (type == "addmask")
        operation.mode = AlphaMaskImageOperation::Additive;
      else
        operation.mode = AlphaMaskImageOperation::Subtractive;

      operation.maskImages = bits.at(1).split('+');

      if (bits.size() > 2)
        operation.offset[0] = lexicalCast<int>(bits.at(2));

      if (bits.size() > 3)
        operation.offset[1] = lexicalCast<int>(bits.at(3));

      return operation;

    } else if (type == "blendmult" || type == "blendscreen") {
      BlendImageOperation operation;

      if (type == "blendmult")
        operation.mode = BlendImageOperation::Multiply;
      else
        operation.mode = BlendImageOperation::Screen;

      operation.blendImages = bits.at(1).split('+');

      if (bits.size() > 2)
        operation.offset[0] = lexicalCast<int>(bits.at(2));

      if (bits.size() > 3)
        operation.offset[1] = lexicalCast<int>(bits.at(3));

      return operation;

    } else if (type == "multiply") {
      return MultiplyImageOperation{Color::fromHex(bits.at(1)).toRgba()};

    } else if (type == "border" || type == "outline") {
      BorderImageOperation operation;
      operation.pixels = lexicalCast<unsigned>(bits.at(1));
      operation.startColor = Color::fromHex(bits.at(2)).toRgba();
      if (bits.size() > 3)
        operation.endColor = Color::fromHex(bits.at(3)).toRgba();
      else
        operation.endColor = operation.startColor;
      operation.outlineOnly = type == "outline";
      operation.includeTransparent = false; // Currently just here for anti-aliased fonts

      return operation;

    } else if (type == "scalenearest" || type == "scalebilinear" || type == "scalebicubic" || type == "scale") {
      Vec2F scale;
      if (bits.size() == 2)
        scale = Vec2F::filled(lexicalCast<float>(bits.at(1)));
      else
        scale = Vec2F(lexicalCast<float>(bits.at(1)), lexicalCast<float>(bits.at(2)));

      ScaleImageOperation::Mode mode;
      if (type == "scalenearest")
        mode = ScaleImageOperation::Nearest;
      else if (type == "scalebicubic")
        mode = ScaleImageOperation::Bicubic;
      else
        mode = ScaleImageOperation::Bilinear;

      return ScaleImageOperation{mode, scale};

    } else if (type == "crop") {
      return CropImageOperation{RectI(lexicalCast<float>(bits.at(1)), lexicalCast<float>(bits.at(2)),
          lexicalCast<float>(bits.at(3)), lexicalCast<float>(bits.at(4)))};

    } else if (type == "flipx") {
      return FlipImageOperation{FlipImageOperation::FlipX};

    } else if (type == "flipy") {
      return FlipImageOperation{FlipImageOperation::FlipY};

    } else if (type == "flipxy") {
      return FlipImageOperation{FlipImageOperation::FlipXY};

    } else {
      throw ImageOperationException(strf("Could not recognize ImageOperation type %s", type));
    }
  } catch (OutOfRangeException const& e) {
    throw ImageOperationException("Error reading ImageOperation", e);
  } catch (BadLexicalCast const& e) {
    throw ImageOperationException("Error reading ImageOperation", e);
  }
}

String imageOperationToString(ImageOperation const& operation) {
  if (auto op = operation.ptr<HueShiftImageOperation>()) {
    return strf("hueshift=%s", op->hueShiftAmount * 360.0f);
  } else if (auto op = operation.ptr<SaturationShiftImageOperation>()) {
    return strf("saturation=%s", op->saturationShiftAmount * 100.0f);
  } else if (auto op = operation.ptr<BrightnessMultiplyImageOperation>()) {
    return strf("brightness=%s", (op->brightnessMultiply - 1.0f) * 100.0f);
  } else if (auto op = operation.ptr<FadeToColorImageOperation>()) {
    return strf("fade=%s=%s", Color::rgb(op->color).toHex(), op->amount);
  } else if (auto op = operation.ptr<ScanLinesImageOperation>()) {
    return strf("scanlines=%s=%s=%s=%s",
        Color::rgb(op->fade1.color).toHex(),
        op->fade1.amount,
        Color::rgb(op->fade2.color).toHex(),
        op->fade2.amount);
  } else if (auto op = operation.ptr<SetColorImageOperation>()) {
    return strf("setcolor=%s", Color::rgb(op->color).toHex());
  } else if (auto op = operation.ptr<ColorReplaceImageOperation>()) {
    String str = "replace";
    for (auto const& pair : op->colorReplaceMap)
      str += strf(";%s=%s", Color::rgba(pair.first).toHex(), Color::rgba(pair.second).toHex());
    return str;
  } else if (auto op = operation.ptr<AlphaMaskImageOperation>()) {
    if (op->mode == AlphaMaskImageOperation::Additive)
      return strf("addmask=%s;%s;%s", op->maskImages.join("+"), op->offset[0], op->offset[1]);
    else if (op->mode == AlphaMaskImageOperation::Subtractive)
      return strf("submask=%s;%s;%s", op->maskImages.join("+"), op->offset[0], op->offset[1]);
  } else if (auto op = operation.ptr<BlendImageOperation>()) {
    if (op->mode == BlendImageOperation::Multiply)
      return strf("blendmult=%s;%s;%s", op->blendImages.join("+"), op->offset[0], op->offset[1]);
    else if (op->mode == BlendImageOperation::Screen)
      return strf("blendscreen=%s;%s;%s", op->blendImages.join("+"), op->offset[0], op->offset[1]);
  } else if (auto op = operation.ptr<MultiplyImageOperation>()) {
    return strf("multiply=%s", Color::rgba(op->color).toHex());
  } else if (auto op = operation.ptr<BorderImageOperation>()) {
    if (op->outlineOnly)
      return strf("outline=%d;%s;%s", op->pixels, Color::rgba(op->startColor).toHex(), Color::rgba(op->endColor).toHex());
    else
      return strf("border=%d;%s;%s", op->pixels, Color::rgba(op->startColor).toHex(), Color::rgba(op->endColor).toHex());
  } else if (auto op = operation.ptr<ScaleImageOperation>()) {
    if (op->mode == ScaleImageOperation::Nearest)
      return strf("scalenearest=%s", op->scale);
    else if (op->mode == ScaleImageOperation::Bilinear)
      return strf("scalebilinear=%s", op->scale);
    else if (op->mode == ScaleImageOperation::Bicubic)
      return strf("scalebicubic=%s", op->scale);
  } else if (auto op = operation.ptr<CropImageOperation>()) {
    return strf("crop=%s;%s;%s;%s", op->subset.xMin(), op->subset.xMax(), op->subset.yMin(), op->subset.yMax());
  } else if (auto op = operation.ptr<FlipImageOperation>()) {
    if (op->mode == FlipImageOperation::FlipX)
      return "flipx";
    else if (op->mode == FlipImageOperation::FlipY)
      return "flipy";
    else if (op->mode == FlipImageOperation::FlipXY)
      return "flipxy";
  }

  return "";
}

List<ImageOperation> parseImageOperations(String const& params) {
  List<ImageOperation> operations;
  for (auto const& op : params.split('?')) {
    if (!op.empty())
      operations.append(imageOperationFromString(op));
  }
  return operations;
}

String printImageOperations(List<ImageOperation> const& list) {
  return StringList(list.transformed(imageOperationToString)).join("?");
}

StringList imageOperationReferences(List<ImageOperation> const& operations) {
  StringList references;
  for (auto const& operation : operations) {
    if (auto op = operation.ptr<AlphaMaskImageOperation>())
      references.appendAll(op->maskImages);
    else if (auto op = operation.ptr<BlendImageOperation>())
      references.appendAll(op->blendImages);
  }
  return references;
}

Image processImageOperations(List<ImageOperation> const& operations, Image image, ImageReferenceCallback refCallback) {
  for (auto const& operation : operations) {
    if (auto op = operation.ptr<HueShiftImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        if (pixel[3] != 0)
          pixel = Color::hueShiftVec4B(pixel, op->hueShiftAmount);
      });
    } else if (auto op = operation.ptr<SaturationShiftImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        if (pixel[3] != 0) {
          Color color = Color::rgba(pixel);
          color.setSaturation(clamp(color.saturation() + op->saturationShiftAmount, 0.0f, 1.0f));
          pixel = color.toRgba();
        }
      });
    } else if (auto op = operation.ptr<BrightnessMultiplyImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        if (pixel[3] != 0) {
          Color color = Color::rgba(pixel);
          color.setValue(clamp(color.value() * op->brightnessMultiply, 0.0f, 1.0f));
          pixel = color.toRgba();
        }
      });
    } else if (auto op = operation.ptr<FadeToColorImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        pixel[0] = op->rTable[pixel[0]];
        pixel[1] = op->gTable[pixel[1]];
        pixel[2] = op->bTable[pixel[2]];
      });
    } else if (auto op = operation.ptr<ScanLinesImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned y, Vec4B& pixel) {
        if (y % 2 == 0) {
          pixel[0] = op->fade1.rTable[pixel[0]];
          pixel[1] = op->fade1.gTable[pixel[1]];
          pixel[2] = op->fade1.bTable[pixel[2]];
        } else {
          pixel[0] = op->fade2.rTable[pixel[0]];
          pixel[1] = op->fade2.gTable[pixel[1]];
          pixel[2] = op->fade2.bTable[pixel[2]];
        }
      });
    } else if (auto op = operation.ptr<SetColorImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        pixel[0] = op->color[0];
        pixel[1] = op->color[1];
        pixel[2] = op->color[2];
      });
    } else if (auto op = operation.ptr<ColorReplaceImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        if (auto m = op->colorReplaceMap.maybe(pixel))
          pixel = *m;
      });

    } else if (auto op = operation.ptr<AlphaMaskImageOperation>()) {
      if (op->maskImages.empty())
        continue;

      if (!refCallback)
        throw StarException("Missing image ref callback during AlphaMaskImageOperation in ImageProcessor::process");

      List<Image const*> maskImages;
      for (auto const& reference : op->maskImages)
        maskImages.append(refCallback(reference));

      image.forEachPixel([&op, &maskImages](unsigned x, unsigned y, Vec4B& pixel) {
        uint8_t maskAlpha = 0;
        Vec2U pos = Vec2U(Vec2I(x, y) + op->offset);
        for (auto mask : maskImages) {
          if (pos[0] < mask->width() && pos[1] < mask->height()) {
            if (op->mode == AlphaMaskImageOperation::Additive) {
              // We produce our mask alpha from the maximum alpha of any of
              // the
              // mask images.
              maskAlpha = std::max(maskAlpha, mask->get(pos)[3]);
            } else if (op->mode == AlphaMaskImageOperation::Subtractive) {
              // We produce our mask alpha from the minimum alpha of any of
              // the
              // mask images.
              maskAlpha = std::min(maskAlpha, mask->get(pos)[3]);
            }
          }
        }
        pixel[3] = std::min(pixel[3], maskAlpha);
      });

    } else if (auto op = operation.ptr<BlendImageOperation>()) {
      if (op->blendImages.empty())
        continue;

      if (!refCallback)
        throw StarException("Missing image ref callback during BlendImageOperation in ImageProcessor::process");

      List<Image const*> blendImages;
      for (auto const& reference : op->blendImages)
        blendImages.append(refCallback(reference));

      image.forEachPixel([&op, &blendImages](unsigned x, unsigned y, Vec4B& pixel) {
        Vec2U pos = Vec2U(Vec2I(x, y) + op->offset);
        Vec4F fpixel = Color::v4bToFloat(pixel);
        for (auto blend : blendImages) {
          if (pos[0] < blend->width() && pos[1] < blend->height()) {
            Vec4F blendPixel = Color::v4bToFloat(blend->get(pos));
            if (op->mode == BlendImageOperation::Multiply)
              fpixel = fpixel.piecewiseMultiply(blendPixel);
            else if (op->mode == BlendImageOperation::Screen)
              fpixel = Vec4F::filled(1.0f) - (Vec4F::filled(1.0f) - fpixel).piecewiseMultiply(Vec4F::filled(1.0f) - blendPixel);
          }
        }
        pixel = Color::v4fToByte(fpixel);
      });

    } else if (auto op = operation.ptr<MultiplyImageOperation>()) {
      image.forEachPixel([&op](unsigned, unsigned, Vec4B& pixel) {
        pixel = pixel.combine(op->color, [](uint8_t a, uint8_t b) -> uint8_t {
            return (uint8_t)(((int)a * (int)b) / 255);
          });
      });

    } else if (auto op = operation.ptr<BorderImageOperation>()) {
      Image borderImage(image.size() + Vec2U::filled(op->pixels * 2), PixelFormat::RGBA32);
      borderImage.copyInto(Vec2U::filled(op->pixels), image);
      Vec2I borderImageSize = Vec2I(borderImage.size());

      borderImage.forEachPixel([&op, &image, &borderImageSize](int x, int y, Vec4B& pixel) {
        int pixels = op->pixels;
        bool includeTransparent = op->includeTransparent;
        if (pixel[3] == 0 || (includeTransparent && pixel[3] != 255)) {
          int dist = std::numeric_limits<int>::max();
          for (int j = -pixels; j < pixels + 1; j++) {
            for (int i = -pixels; i < pixels + 1; i++) {
              if (i + x >= pixels && j + y >= pixels && i + x < borderImageSize[0] - pixels && j + y < borderImageSize[1] - pixels) {
                Vec4B remotePixel = image.get(i + x - pixels, j + y - pixels);
                if (remotePixel[3] != 0) {
                  dist = std::min(dist, abs(i) + abs(j));
                  if (dist == 1) // Early out, if dist is 1 it ain't getting shorter
                    break;
                }
              }
            }
          }

          if (dist < std::numeric_limits<int>::max()) {
            float percent = (dist - 1) / (2.0f * pixels - 1);
            Color color = Color::rgba(op->startColor).mix(Color::rgba(op->endColor), percent);
            if (pixel[3] != 0) {
              if (op->outlineOnly) {
                float pixelA = byteToFloat(pixel[3]);
                color.setAlphaF((1.0f - pixelA) * fminf(pixelA, 0.5f) * 2.0f);
              }
              else {
                Color pixelF = Color::rgba(pixel);
                float pixelA = pixelF.alphaF(), colorA = color.alphaF();
                colorA += pixelA * (1.0f - colorA);
                pixelF.convertToLinear(); //Mix in linear color space as it is more perceptually accurate
                color.convertToLinear();
                color = color.mix(pixelF, pixelA);
                color.convertToSRGB();
                color.setAlphaF(colorA);
              }
            }
            pixel = color.toRgba();
          }
        } else if (op->outlineOnly) {
          pixel = Vec4B(0, 0, 0, 0);
        }
      });

      image = borderImage;

    } else if (auto op = operation.ptr<ScaleImageOperation>()) {
      if (op->mode == ScaleImageOperation::Nearest)
        image = scaleNearest(image, op->scale);
      else if (op->mode == ScaleImageOperation::Bilinear)
        image = scaleBilinear(image, op->scale);
      else if (op->mode == ScaleImageOperation::Bicubic)
        image = scaleBicubic(image, op->scale);

    } else if (auto op = operation.ptr<CropImageOperation>()) {
      image = image.subImage(Vec2U(op->subset.min()), Vec2U(op->subset.size()));

    } else if (auto op = operation.ptr<FlipImageOperation>()) {
      if (op->mode == FlipImageOperation::FlipX || op->mode == FlipImageOperation::FlipXY) {
        for (size_t y = 0; y < image.height(); ++y) {
          for (size_t xLeft = 0; xLeft < image.width() / 2; ++xLeft) {
            size_t xRight = image.width() - 1 - xLeft;

            auto left = image.get(xLeft, y);
            auto right = image.get(xRight, y);

            image.set(xLeft, y, right);
            image.set(xRight, y, left);
          }
        }
      }

      if (op->mode == FlipImageOperation::FlipY || op->mode == FlipImageOperation::FlipXY) {
        for (size_t x = 0; x < image.width(); ++x) {
          for (size_t yTop = 0; yTop < image.height() / 2; ++yTop) {
            size_t yBottom = image.height() - 1 - yTop;

            auto top = image.get(x, yTop);
            auto bottom = image.get(x, yBottom);

            image.set(x, yTop, bottom);
            image.set(x, yBottom, top);
          }
        }
      }
    }
  }

  return image;
}

}