loliball/media3
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Handle int instead of byte in SSIM.

Browse Source 
The value of pixels are converted to integers at the point of use,
move this logic to the initialisation step.

This is a prerequisite step for testing SSIM calculation, which
will lead on to some SSIM improvements being verifiable.

Tested manually and SSIM values match for the same video
before and after this change.

PiperOrigin-RevId: 473231779
(cherry picked from commit eb6c1183b69d319a610d79ef57028f62e74a7614)
This commit is contained in:
samrobinson 2022-09-09 13:07:14 +00:00 committed by microkatz
parent e725600b0c
commit c714b51c04
1 changed files with 14 additions and 13 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

27
library/transformer/src/androidTest/java/com/google/android/exoplayer2/transformer/SsimHelper.java
View File

@ -80,8 +80,8 @@ public final class SsimHelper {
new VideoDecodingWrapper(context, referenceVideoPath, DEFAULT_COMPARISON_INTERVAL);
VideoDecodingWrapper distortedDecodingWrapper =
new VideoDecodingWrapper(context, distortedVideoPath, DEFAULT_COMPARISON_INTERVAL);
@Nullable byte[] referenceLumaBuffer = null;
@Nullable byte[] distortedLumaBuffer = null;
@Nullable int[] referenceLumaBuffer = null;
@Nullable int[] distortedLumaBuffer = null;
double accumulatedSsim = 0.0;
int comparedImagesCount = 0;
try {
@ -101,10 +101,10 @@ public final class SsimHelper {
assertThat(distortedImage.getHeight()).isEqualTo(height);
if (referenceLumaBuffer == null || referenceLumaBuffer.length != width * height) {
referenceLumaBuffer = new byte[width * height];
referenceLumaBuffer = new int[width * height];
}
if (distortedLumaBuffer == null || distortedLumaBuffer.length != width * height) {
distortedLumaBuffer = new byte[width * height];
distortedLumaBuffer = new int[width * height];
}
try {
accumulatedSsim +=
@ -134,7 +134,7 @@ public final class SsimHelper {
* @param lumaChannelBuffer The buffer where the extracted luma values are stored.
* @return The {@code lumaChannelBuffer} for convenience.
*/
private static byte[] extractLumaChannelBuffer(Image image, byte[] lumaChannelBuffer) {
private static int[] extractLumaChannelBuffer(Image image, int[] lumaChannelBuffer) {
// This method is invoked on the main thread.
// `image` should contain YUV channels.
Image.Plane[] imagePlanes = image.getPlanes();
@ -147,7 +147,8 @@ public final class SsimHelper {
ByteBuffer lumaByteBuffer = lumaPlane.getBuffer();
for (int y = 0; y < height; y++) {
for (int x = 0; x < width; x++) {
lumaChannelBuffer[y * width + x] = lumaByteBuffer.get(y * rowStride + x * pixelStride);
lumaChannelBuffer[y * width + x] =
lumaByteBuffer.get(y * rowStride + x * pixelStride) & 0xFF;
}
}
return lumaChannelBuffer;
@ -363,7 +364,7 @@ public final class SsimHelper {
* @return The MSSIM score between the input images.
*/
public static double calculate(
byte[] referenceBuffer, byte[] distortedBuffer, int width, int height) {
int[] referenceBuffer, int[] distortedBuffer, int width, int height) {
double totalSsim = 0;
int windowsCount = 0;
@ -450,11 +451,11 @@ public final class SsimHelper {
/** Returns the mean of the pixels in the window. */
private static double getMean(
byte[] pixelBuffer, int bufferIndexOffset, int stride, int windowWidth, int windowHeight) {
int[] pixelBuffer, int bufferIndexOffset, int stride, int windowWidth, int windowHeight) {
double total = 0;
for (int y = 0; y < windowHeight; y++) {
for (int x = 0; x < windowWidth; x++) {
total += pixelBuffer[get1dIndex(x, y, stride, bufferIndexOffset)] & 0xFF;
total += pixelBuffer[get1dIndex(x, y, stride, bufferIndexOffset)];
}
}
return total / (windowWidth * windowHeight);
@ -462,8 +463,8 @@ public final class SsimHelper {
/** Calculates the variances and covariance of the pixels in the window for both buffers. */
private static double[] getVariancesAndCovariance(
byte[] referenceBuffer,
byte[] distortedBuffer,
int[] referenceBuffer,
int[] distortedBuffer,
double referenceMean,
double distortedMean,
int bufferIndexOffset,
@ -476,8 +477,8 @@ public final class SsimHelper {
for (int y = 0; y < windowHeight; y++) {
for (int x = 0; x < windowWidth; x++) {
int index = get1dIndex(x, y, stride, bufferIndexOffset);
double referencePixelDeviation = (referenceBuffer[index] & 0xFF) - referenceMean;
double distortedPixelDeviation = (distortedBuffer[index] & 0xFF) - distortedMean;
double referencePixelDeviation = referenceBuffer[index] - referenceMean;
double distortedPixelDeviation = distortedBuffer[index] - distortedMean;
referenceVariance += referencePixelDeviation * referencePixelDeviation;
distortedVariance += distortedPixelDeviation * distortedPixelDeviation;
referenceDistortedCovariance += referencePixelDeviation * distortedPixelDeviation;