Examples with Frame android.filterfw.core.Frame used on opensource projects

Example 56 with Frame

use of android.filterfw.core.Frame in project android_frameworks_base by ParanoidAndroid.

the class BackDropperFilter method process.

public void process(FilterContext context) {
    // Grab inputs and ready intermediate frames and outputs.
    Frame video = pullInput("video");
    Frame background = pullInput("background");
    allocateFrames(video.getFormat(), context);
    // Update learning rate after initial learning period
    if (mStartLearning) {
        if (mLogVerbose)
            Log.v(TAG, "Starting learning");
        mBgUpdateMeanProgram.setHostValue("bg_adapt_rate", mAdaptRateLearning);
        mBgUpdateMeanProgram.setHostValue("fg_adapt_rate", mAdaptRateLearning);
        mBgUpdateVarianceProgram.setHostValue("bg_adapt_rate", mAdaptRateLearning);
        mBgUpdateVarianceProgram.setHostValue("fg_adapt_rate", mAdaptRateLearning);
        mFrameCount = 0;
    }
    // Select correct pingpong buffers
    int inputIndex = mPingPong ? 0 : 1;
    int outputIndex = mPingPong ? 1 : 0;
    mPingPong = !mPingPong;
    // Check relative aspect ratios
    updateBgScaling(video, background, mBackgroundFitModeChanged);
    mBackgroundFitModeChanged = false;
    // Make copies for input frames to GLFrames
    copyShaderProgram.process(video, mVideoInput);
    copyShaderProgram.process(background, mBgInput);
    mVideoInput.generateMipMap();
    mVideoInput.setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
    mBgInput.generateMipMap();
    mBgInput.setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
    if (mStartLearning) {
        copyShaderProgram.process(mVideoInput, mBgMean[inputIndex]);
        mStartLearning = false;
    }
    // Process shaders
    Frame[] distInputs = { mVideoInput, mBgMean[inputIndex], mBgVariance[inputIndex] };
    mBgDistProgram.process(distInputs, mDistance);
    mDistance.generateMipMap();
    mDistance.setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
    mBgMaskProgram.process(mDistance, mMask);
    mMask.generateMipMap();
    mMask.setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
    Frame[] autoWBInputs = { mVideoInput, mBgInput };
    mAutomaticWhiteBalanceProgram.process(autoWBInputs, mAutoWB);
    if (mFrameCount <= mLearningDuration) {
        // During learning
        pushOutput("video", video);
        if (mFrameCount == mLearningDuration - mLearningVerifyDuration) {
            copyShaderProgram.process(mMask, mMaskVerify[outputIndex]);
            mBgUpdateMeanProgram.setHostValue("bg_adapt_rate", mAdaptRateBg);
            mBgUpdateMeanProgram.setHostValue("fg_adapt_rate", mAdaptRateFg);
            mBgUpdateVarianceProgram.setHostValue("bg_adapt_rate", mAdaptRateBg);
            mBgUpdateVarianceProgram.setHostValue("fg_adapt_rate", mAdaptRateFg);
        } else if (mFrameCount > mLearningDuration - mLearningVerifyDuration) {
            // In the learning verification stage, compute background masks and a weighted average
            //   with weights grow exponentially with time
            Frame[] maskVerifyInputs = { mMaskVerify[inputIndex], mMask };
            mMaskVerifyProgram.process(maskVerifyInputs, mMaskVerify[outputIndex]);
            mMaskVerify[outputIndex].generateMipMap();
            mMaskVerify[outputIndex].setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
        }
        if (mFrameCount == mLearningDuration) {
            // In the last verification frame, verify if the verification mask is almost blank
            // If not, restart learning
            copyShaderProgram.process(mMaskVerify[outputIndex], mMaskAverage);
            ByteBuffer mMaskAverageByteBuffer = mMaskAverage.getData();
            byte[] mask_average = mMaskAverageByteBuffer.array();
            int bi = (int) (mask_average[3] & 0xFF);
            if (mLogVerbose) {
                Log.v(TAG, String.format("Mask_average is %d, threshold is %d", bi, DEFAULT_LEARNING_DONE_THRESHOLD));
            }
            if (bi >= DEFAULT_LEARNING_DONE_THRESHOLD) {
                // Restart learning
                mStartLearning = true;
            } else {
                if (mLogVerbose)
                    Log.v(TAG, "Learning done");
                if (mLearningDoneListener != null) {
                    mLearningDoneListener.onLearningDone(this);
                }
            }
        }
    } else {
        Frame output = context.getFrameManager().newFrame(video.getFormat());
        Frame[] subtractInputs = { video, background, mMask, mAutoWB };
        mBgSubtractProgram.process(subtractInputs, output);
        pushOutput("video", output);
        output.release();
    }
    // Compute mean and variance of the background
    if (mFrameCount < mLearningDuration - mLearningVerifyDuration || mAdaptRateBg > 0.0 || mAdaptRateFg > 0.0) {
        Frame[] meanUpdateInputs = { mVideoInput, mBgMean[inputIndex], mMask };
        mBgUpdateMeanProgram.process(meanUpdateInputs, mBgMean[outputIndex]);
        mBgMean[outputIndex].generateMipMap();
        mBgMean[outputIndex].setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
        Frame[] varianceUpdateInputs = { mVideoInput, mBgMean[inputIndex], mBgVariance[inputIndex], mMask };
        mBgUpdateVarianceProgram.process(varianceUpdateInputs, mBgVariance[outputIndex]);
        mBgVariance[outputIndex].generateMipMap();
        mBgVariance[outputIndex].setTextureParameter(GLES20.GL_TEXTURE_MIN_FILTER, GLES20.GL_LINEAR_MIPMAP_NEAREST);
    }
    // Provide debug output to two smaller viewers
    if (mProvideDebugOutputs) {
        Frame dbg1 = context.getFrameManager().newFrame(video.getFormat());
        mCopyOutProgram.process(video, dbg1);
        pushOutput("debug1", dbg1);
        dbg1.release();
        Frame dbg2 = context.getFrameManager().newFrame(mMemoryFormat);
        mCopyOutProgram.process(mMask, dbg2);
        pushOutput("debug2", dbg2);
        dbg2.release();
    }
    mFrameCount++;
    if (mLogVerbose) {
        if (mFrameCount % 30 == 0) {
            if (startTime == -1) {
                context.getGLEnvironment().activate();
                GLES20.glFinish();
                startTime = SystemClock.elapsedRealtime();
            } else {
                context.getGLEnvironment().activate();
                GLES20.glFinish();
                long endTime = SystemClock.elapsedRealtime();
                Log.v(TAG, "Avg. frame duration: " + String.format("%.2f", (endTime - startTime) / 30.) + " ms. Avg. fps: " + String.format("%.2f", 1000. / ((endTime - startTime) / 30.)));
                startTime = endTime;
            }
        }
    }
}

Example 57 with Frame

use of android.filterfw.core.Frame in project android_frameworks_base by ParanoidAndroid.

the class BitmapOverlayFilter method process.

@Override
public void process(FilterContext context) {
    // Get input frame
    Frame input = pullInput("image");
    FrameFormat inputFormat = input.getFormat();
    // Create output frame
    Frame output = context.getFrameManager().newFrame(inputFormat);
    // Create program if not created already
    if (mProgram == null || inputFormat.getTarget() != mTarget) {
        initProgram(context, inputFormat.getTarget());
    }
    if (mBitmap != null) {
        Frame frame = createBitmapFrame(context);
        // Process
        Frame[] inputs = { input, frame };
        mProgram.process(inputs, output);
        frame.release();
    } else {
        output.setDataFromFrame(input);
    }
    // Push output
    pushOutput("image", output);
    // Release pushed frame
    output.release();
}

Example 58 with Frame

use of android.filterfw.core.Frame in project android_frameworks_base by ParanoidAndroid.

the class BlackWhiteFilter method process.

@Override
public void process(FilterContext context) {
    // Get input frame
    Frame input = pullInput("image");
    FrameFormat inputFormat = input.getFormat();
    // Create program if not created already
    if (mProgram == null || inputFormat.getTarget() != mTarget) {
        initProgram(context, inputFormat.getTarget());
    }
    // Create output frame
    Frame output = context.getFrameManager().newFrame(inputFormat);
    // Process
    mProgram.process(input, output);
    // Push output
    pushOutput("image", output);
    // Release pushed frame
    output.release();
}

Example 59 with Frame

use of android.filterfw.core.Frame in project android_frameworks_base by ParanoidAndroid.

the class CropRectFilter method process.

@Override
public void process(FilterContext context) {
    // Get input frame
    Frame input = pullInput("image");
    FrameFormat inputFormat = input.getFormat();
    // Create output frame
    FrameFormat outputFormat = ImageFormat.create(mOutputWidth, mOutputHeight, ImageFormat.COLORSPACE_RGBA, FrameFormat.TARGET_GPU);
    Frame output = context.getFrameManager().newFrame(outputFormat);
    // Create program if not created already
    if (mProgram == null || inputFormat.getTarget() != mTarget) {
        initProgram(context, inputFormat.getTarget());
    }
    // Check if the frame size has changed
    if (inputFormat.getWidth() != mWidth || inputFormat.getHeight() != mHeight) {
        updateSourceRect(inputFormat.getWidth(), inputFormat.getHeight());
    }
    // Process
    mProgram.process(input, output);
    // Push output
    pushOutput("image", output);
    // Release pushed frame
    output.release();
}

Example 60 with Frame

use of android.filterfw.core.Frame in project android_frameworks_base by ParanoidAndroid.

the class CrossProcessFilter method process.

@Override
public void process(FilterContext context) {
    // Get input frame
    Frame input = pullInput("image");
    FrameFormat inputFormat = input.getFormat();
    // Create program if not created already
    if (mProgram == null || inputFormat.getTarget() != mTarget) {
        initProgram(context, inputFormat.getTarget());
    }
    // Create output frame
    Frame output = context.getFrameManager().newFrame(inputFormat);
    // Process
    mProgram.process(input, output);
    // Push output
    pushOutput("image", output);
    // Release pushed frame
    output.release();
}