FrameDataSp PreprocessScreen(const ALEScreen& raw_screen) {
assert(raw_screen.width() == kRawFrameWidth);
assert(raw_screen.height() == kRawFrameHeight);
const auto raw_pixels = raw_screen.getArray();
auto screen = std::make_shared<FrameData>();
assert(kRawFrameHeight > kRawFrameWidth);
const auto x_ratio = kRawFrameWidth / static_cast<double>(kCroppedFrameSize);
const auto y_ratio = kRawFrameHeight / static_cast<double>(kCroppedFrameSize);
for (auto i = 0; i < kCroppedFrameSize; ++i) {
for (auto j = 0; j < kCroppedFrameSize; ++j) {
const auto first_x = static_cast<int>(std::floor(j * x_ratio));
const auto last_x = static_cast<int>(std::floor((j + 1) * x_ratio));
const auto first_y = static_cast<int>(std::floor(i * y_ratio));
const auto last_y = static_cast<int>(std::floor((i + 1) * y_ratio));
auto x_sum = 0.0;
auto y_sum = 0.0;
uint8_t resulting_color = 0.0;
for (auto x = first_x; x <= last_x; ++x) {
double x_ratio_in_resulting_pixel = 1.0;
if (x == first_x) {
x_ratio_in_resulting_pixel = x + 1 - j * x_ratio;
} else if (x == last_x) {
x_ratio_in_resulting_pixel = x_ratio * (j + 1) - x;
}
assert(
x_ratio_in_resulting_pixel >= 0.0 &&
x_ratio_in_resulting_pixel <= 1.0);
for (auto y = first_y; y <= last_y; ++y) {
double y_ratio_in_resulting_pixel = 1.0;
if (y == first_y) {
y_ratio_in_resulting_pixel = y + 1 - i * y_ratio;
} else if (y == last_y) {
y_ratio_in_resulting_pixel = y_ratio * (i + 1) - y;
}
assert(
y_ratio_in_resulting_pixel >= 0.0 &&
y_ratio_in_resulting_pixel <= 1.0);
const auto grayscale =
PixelToGrayscale(
raw_pixels[static_cast<int>(y * kRawFrameWidth + x)]);
resulting_color +=
(x_ratio_in_resulting_pixel / x_ratio) *
(y_ratio_in_resulting_pixel / y_ratio) * grayscale;
}
}
(*screen)[i * kCroppedFrameSize + j] = resulting_color;
}
}
return screen;
}
void Interface::aleGetScreen() {
const auto raw_pixels = ale->getScreen().getArray();
auto screen = std::make_shared<FrameData>();
double yRatio = (1.0*(ALE_HEIGHT))/(1.0*cropHV);
double xRatio = (1.0*(ALE_WIDTH))/(1.0*cropWV);
for(int i = 0; i < cropHV; ++i) {
for(int j = 0; j < cropWV; ++j) {
int firstX = (int)(std::floor(j*xRatio));
int lastX = (int)(std::floor((j+1)*xRatio));
int firstY = (int)(std::floor(i*yRatio));
int lastY = (int)(std::floor((i+1)*yRatio));
unsigned int resColor = 0.0;
for(int x = firstX; x <= lastX; ++x) {
double xRatioInResPixel = 1.0;
if(x == firstX)
xRatioInResPixel = x + 1.0 - j*xRatio;
else if(x == lastX)
xRatioInResPixel = xRatio*(j+1)-x;
for(int y = firstY; y <= lastY; ++y) {
double yRatioInResPixel = 1.0;
if(y == firstY)
yRatioInResPixel = y + 1.0 - i*yRatio;
else if(y == lastY)
yRatioInResPixel = yRatio*(i+1)-y;
int grayscale = PixelToGrayscale(raw_pixels[static_cast<int>(y * ALE_WIDTH + x)]);
resColor += (xRatioInResPixel/xRatio)*(yRatioInResPixel/yRatio)*grayscale;
}
}
//myFrmFile << resColor << " ";
if(i >= cropT && i < (cropT + cropH) && j >= cropL && j < (cropL + cropW))
(*screen)[j-cropL+(i-cropT)*cropW] = resColor;
}
//myFrmFile << std::endl;
}
lastFrmGrayInfo[0] = screen;
}