Update imageprocessing to remove generated files.

Fix thread launch race condition.

Change-Id: I24d7f87ac87db6f9e3418d6a429471a71d2c9e9d

14 files changed, 214 insertions, 455 deletions

diff --git a/libs/rs/java/ImageProcessing/Android.mk b/libs/rs/java/ImageProcessing/Android.mk
index f7ff378..7fa30d0 100644
--- a/libs/rs/java/ImageProcessing/Android.mk
+++ b/libs/rs/java/ImageProcessing/Android.mk
@@ -21,7 +21,8 @@ include $(CLEAR_VARS)
 
 LOCAL_MODULE_TAGS := optional
 
-LOCAL_SRC_FILES := $(call all-java-files-under, src)
+LOCAL_SRC_FILES := $(call all-java-files-under, src) \
+                   $(call all-renderscript-files-under, src)
 #LOCAL_STATIC_JAVA_LIBRARIES := android.renderscript
 
 LOCAL_PACKAGE_NAME := ImageProcessing
diff --git a/libs/rs/java/ImageProcessing/res/raw/horizontal_blur_bc.bc b/libs/rs/java/ImageProcessing/res/raw/horizontal_blur_bc.bc
deleted file mode 100644
index 5920f3a..0000000
--- a/libs/rs/java/ImageProcessing/res/raw/horizontal_blur_bc.bc
+++ /dev/null
diff --git a/libs/rs/java/ImageProcessing/res/raw/threshold.rs b/libs/rs/java/ImageProcessing/res/raw/threshold.rs
deleted file mode 100644
index aa6b6fa..0000000
--- a/libs/rs/java/ImageProcessing/res/raw/threshold.rs
+++ /dev/null
@@ -1,176 +0,0 @@
-#pragma version(1)
-
-#include "../../../../scriptc/rs_types.rsh"
-#include "../../../../scriptc/rs_math.rsh"
-
-#include "ip.rsh"
-
-int height;
-int width;
-int radius;
-
-uchar4 * InPixel;
-uchar4 * OutPixel;
-uchar4 * ScratchPixel;
-
-float inBlack;
-float outBlack;
-float inWhite;
-float outWhite;
-float gamma;
-
-float saturation;
-
-static float inWMinInB;
-static float outWMinOutB;
-static float overInWMinInB;
-
-#pragma rs export_var(height, width, radius, InPixel, OutPixel, ScratchPixel, inBlack, outBlack, inWhite, outWhite, gamma, saturation, InPixel, OutPixel, ScratchPixel, vBlurScript, hBlurScript)
-#pragma rs export_func(filter, filterBenchmark);
-
-rs_script vBlurScript;
-rs_script hBlurScript;
-
-
-// Store our coefficients here
-static float gaussian[MAX_RADIUS * 2 + 1];
-static rs_matrix3x3 colorMat;
-
-static void computeColorMatrix() {
-    // Saturation
-    // Linear weights
-    //float rWeight = 0.3086f;
-    //float gWeight = 0.6094f;
-    //float bWeight = 0.0820f;
-
-    // Gamma 2.2 weights (we haven't converted our image to linear space yet for perf reasons)
-    float rWeight = 0.299f;
-    float gWeight = 0.587f;
-    float bWeight = 0.114f;
-
-    float oneMinusS = 1.0f - saturation;
-
-    rsMatrixSet(&colorMat, 0, 0, oneMinusS * rWeight + saturation);
-    rsMatrixSet(&colorMat, 0, 1, oneMinusS * rWeight);
-    rsMatrixSet(&colorMat, 0, 2, oneMinusS * rWeight);
-    rsMatrixSet(&colorMat, 1, 0, oneMinusS * gWeight);
-    rsMatrixSet(&colorMat, 1, 1, oneMinusS * gWeight + saturation);
-    rsMatrixSet(&colorMat, 1, 2, oneMinusS * gWeight);
-    rsMatrixSet(&colorMat, 2, 0, oneMinusS * bWeight);
-    rsMatrixSet(&colorMat, 2, 1, oneMinusS * bWeight);
-    rsMatrixSet(&colorMat, 2, 2, oneMinusS * bWeight + saturation);
-
-    inWMinInB = inWhite - inBlack;
-    outWMinOutB = outWhite - outBlack;
-    overInWMinInB = 1.f / inWMinInB;
-}
-
-static void computeGaussianWeights() {
-    // Compute gaussian weights for the blur
-    // e is the euler's number
-    float e = 2.718281828459045f;
-    float pi = 3.1415926535897932f;
-    // g(x) = ( 1 / sqrt( 2 * pi ) * sigma) * e ^ ( -x^2 / 2 * sigma^2 )
-    // x is of the form [-radius .. 0 .. radius]
-    // and sigma varies with radius.
-    // Based on some experimental radius values and sigma's
-    // we approximately fit sigma = f(radius) as
-    // sigma = radius * 0.4  + 0.6
-    // The larger the radius gets, the more our gaussian blur
-    // will resemble a box blur since with large sigma
-    // the gaussian curve begins to lose its shape
-    float sigma = 0.4f * (float)radius + 0.6f;
-
-    // Now compute the coefficints
-    // We will store some redundant values to save some math during
-    // the blur calculations
-    // precompute some values
-    float coeff1 = 1.0f / (sqrt( 2.0f * pi ) * sigma);
-    float coeff2 = - 1.0f / (2.0f * sigma * sigma);
-
-    float normalizeFactor = 0.0f;
-    float floatR = 0.0f;
-    int r;
-    for(r = -radius; r <= radius; r ++) {
-        floatR = (float)r;
-        gaussian[r + radius] = coeff1 * pow(e, floatR * floatR * coeff2);
-        normalizeFactor += gaussian[r + radius];
-    }
-
-    //Now we need to normalize the weights because all our coefficients need to add up to one
-    normalizeFactor = 1.0f / normalizeFactor;
-    for(r = -radius; r <= radius; r ++) {
-        floatR = (float)r;
-        gaussian[r + radius] *= normalizeFactor;
-    }
-}
-
-static void processNoBlur() {
-    float inWMinInB = inWhite - inBlack;
-    float outWMinOutB = outWhite - outBlack;
-    float4 currentPixel = 0;
-
-    for(int h = 0; h < height; h ++) {
-        uchar4 *input = InPixel + h*width;
-        uchar4 *output = OutPixel + h*width;
-
-        for(int w = 0; w < width; w ++) {
-            //currentPixel.xyz = convert_float3(input.xyz);
-            currentPixel.x = (float)(input->x);
-            currentPixel.y = (float)(input->y);
-            currentPixel.z = (float)(input->z);
-
-            float3 temp = rsMatrixMultiply(&colorMat, currentPixel.xyz);
-            temp = (clamp(temp, 0.f, 255.f) - inBlack) * overInWMinInB;
-            temp = pow(temp, (float3)gamma);
-            currentPixel.xyz = clamp(temp * outWMinOutB + outBlack, 0.f, 255.f);
-
-            //output.xyz = convert_uchar3(currentPixel.xyz);
-            output->x = (uint8_t)currentPixel.x;
-            output->y = (uint8_t)currentPixel.y;
-            output->z = (uint8_t)currentPixel.z;
-            output->w = input->w;
-
-            input++;
-            output++;
-        }
-    }
-}
-
-static void blur() {
-    computeGaussianWeights();
-
-    FilterStruct fs;
-    fs.gaussian = gaussian;
-    fs.width = width;
-    fs.height = height;
-    fs.radius = radius;
-
-    fs.ain = rsGetAllocation(InPixel);
-    rsForEach(hBlurScript, fs.ain, rsGetAllocation(ScratchPixel), &fs);
-
-    fs.ain = rsGetAllocation(ScratchPixel);
-    rsForEach(vBlurScript, fs.ain, rsGetAllocation(OutPixel), &fs);
-}
-
-void filter() {
-    RS_DEBUG(radius);
-
-    computeColorMatrix();
-
-    if(radius > 0) {
-        blur();
-    }
-    processNoBlur();
-
-    int count = 0;
-    rsSendToClient(&count, 1, 4, 0);
-}
-
-void filterBenchmark() {
-    blur();
-
-    int count = 0;
-    rsSendToClient(&count, 1, 4, 0);
-}
-
diff --git a/libs/rs/java/ImageProcessing/res/raw/threshold_bc.bc b/libs/rs/java/ImageProcessing/res/raw/threshold_bc.bc
deleted file mode 100644
index 2b5d254..0000000
--- a/libs/rs/java/ImageProcessing/res/raw/threshold_bc.bc
+++ /dev/null
diff --git a/libs/rs/java/ImageProcessing/res/raw/vertical_blur_bc.bc b/libs/rs/java/ImageProcessing/res/raw/vertical_blur_bc.bc
deleted file mode 100644
index be5d0e4..0000000
--- a/libs/rs/java/ImageProcessing/res/raw/vertical_blur_bc.bc
+++ /dev/null
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ImageProcessingActivity.java b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ImageProcessingActivity.java
index 0ed1185..606bfa8 100644
--- a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ImageProcessingActivity.java
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ImageProcessingActivity.java
@@ -44,6 +44,7 @@ public class ImageProcessingActivity extends Activity
     private ScriptC_Threshold mScript;
     private ScriptC_Vertical_blur mScriptVBlur;
     private ScriptC_Horizontal_blur mScriptHBlur;
+    private ScriptC_Levels mScriptLevels;
     private int mRadius = 0;
     private SeekBar mRadiusSeekBar;
 
@@ -260,29 +261,29 @@ public class ImageProcessingActivity extends Activity
             }
             else if(seekBar == mInBlackSeekBar) {
                 mInBlack = (float)progress;
-                mScript.set_inBlack(mInBlack);
+                mScriptLevels.invoke_setLevels(mInBlack, mOutBlack, mInWhite, mOutWhite);
             }
             else if(seekBar == mOutBlackSeekBar) {
                 mOutBlack = (float)progress;
-                mScript.set_outBlack(mOutBlack);
+                mScriptLevels.invoke_setLevels(mInBlack, mOutBlack, mInWhite, mOutWhite);
             }
             else if(seekBar == mInWhiteSeekBar) {
                 mInWhite = (float)progress + 127.0f;
-                mScript.set_inWhite(mInWhite);
+                mScriptLevels.invoke_setLevels(mInBlack, mOutBlack, mInWhite, mOutWhite);
             }
             else if(seekBar == mOutWhiteSeekBar) {
                 mOutWhite = (float)progress + 127.0f;
-                mScript.set_outWhite(mOutWhite);
+                mScriptLevels.invoke_setLevels(mInBlack, mOutBlack, mInWhite, mOutWhite);
             }
             else if(seekBar == mGammaSeekBar) {
                 mGamma = (float)progress/100.0f;
                 mGamma = Math.max(mGamma, 0.1f);
                 mGamma = 1.0f / mGamma;
-                mScript.set_gamma(mGamma);
+                mScriptLevels.invoke_setGamma(mGamma);
             }
             else if(seekBar == mSaturationSeekBar) {
                 mSaturation = (float)progress / 50.0f;
-                mScript.set_saturation(mSaturation);
+                mScriptLevels.invoke_setSaturation(mSaturation);
             }
 
             long t = java.lang.System.currentTimeMillis();
@@ -375,20 +376,18 @@ public class ImageProcessingActivity extends Activity
         mOutPixelsAllocation = Allocation.createBitmapRef(mRS, mBitmapOut);
         mScratchPixelsAllocation = Allocation.createBitmapRef(mRS, mBitmapScratch);
 
-        mScriptVBlur = new ScriptC_Vertical_blur(mRS, getResources(), R.raw.vertical_blur_bc, false);
-        mScriptHBlur = new ScriptC_Horizontal_blur(mRS, getResources(), R.raw.horizontal_blur_bc, false);
+        mScriptVBlur = new ScriptC_Vertical_blur(mRS, getResources(), R.raw.vertical_blur, false);
+        mScriptHBlur = new ScriptC_Horizontal_blur(mRS, getResources(), R.raw.horizontal_blur, false);
+        mScriptLevels = new ScriptC_Levels(mRS, getResources(), R.raw.levels, false);
 
-        mScript = new ScriptC_Threshold(mRS, getResources(), R.raw.threshold_bc, false);
+        mScript = new ScriptC_Threshold(mRS, getResources(), R.raw.threshold, false);
         mScript.set_width(mBitmapIn.getWidth());
         mScript.set_height(mBitmapIn.getHeight());
         mScript.set_radius(mRadius);
 
-        mScript.set_inBlack(mInBlack);
-        mScript.set_outBlack(mOutBlack);
-        mScript.set_inWhite(mInWhite);
-        mScript.set_outWhite(mOutWhite);
-        mScript.set_gamma(mGamma);
-        mScript.set_saturation(mSaturation);
+        mScriptLevels.invoke_setLevels(mInBlack, mOutBlack, mInWhite, mOutWhite);
+        mScriptLevels.invoke_setGamma(mGamma);
+        mScriptLevels.invoke_setSaturation(mSaturation);
 
         mScript.bind_InPixel(mInPixelsAllocation);
         mScript.bind_OutPixel(mOutPixelsAllocation);
@@ -396,6 +395,7 @@ public class ImageProcessingActivity extends Activity
 
         mScript.set_vBlurScript(mScriptVBlur);
         mScript.set_hBlurScript(mScriptHBlur);
+        mScript.set_levelsScript(mScriptLevels);
     }
 
     private Bitmap loadBitmap(int resource) {
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Horizontal_blur.java b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Horizontal_blur.java
deleted file mode 100644
index c447b9b..0000000
--- a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Horizontal_blur.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Copyright (C) 2010 The Android Open Source Project
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.android.rs.image;
-
-import android.renderscript.*;
-import android.content.res.Resources;
-import android.util.Log;
-
-public class ScriptC_Horizontal_blur extends ScriptC {
-    // Constructor
-    public  ScriptC_Horizontal_blur(RenderScript rs, Resources resources, int id, boolean isRoot) {
-        super(rs, resources, id, isRoot);
-    }
-
-}
-
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Threshold.java b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Threshold.java
deleted file mode 100644
index c23dca1..0000000
--- a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Threshold.java
+++ /dev/null
@@ -1,197 +0,0 @@
-/*
- * Copyright (C) 2010 The Android Open Source Project
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.android.rs.image;
-
-import android.renderscript.*;
-import android.content.res.Resources;
-import android.util.Log;
-
-public class ScriptC_Threshold extends ScriptC {
-    // Constructor
-    public  ScriptC_Threshold(RenderScript rs, Resources resources, int id, boolean isRoot) {
-        super(rs, resources, id, isRoot);
-    }
-
-    private final static int mExportVarIdx_height = 0;
-    private int mExportVar_height;
-    public void set_height(int v) {
-        mExportVar_height = v;
-        setVar(mExportVarIdx_height, v);
-    }
-
-    public int get_height() {
-        return mExportVar_height;
-    }
-
-    private final static int mExportVarIdx_width = 1;
-    private int mExportVar_width;
-    public void set_width(int v) {
-        mExportVar_width = v;
-        setVar(mExportVarIdx_width, v);
-    }
-
-    public int get_width() {
-        return mExportVar_width;
-    }
-
-    private final static int mExportVarIdx_radius = 2;
-    private int mExportVar_radius;
-    public void set_radius(int v) {
-        mExportVar_radius = v;
-        setVar(mExportVarIdx_radius, v);
-    }
-
-    public int get_radius() {
-        return mExportVar_radius;
-    }
-
-    private final static int mExportVarIdx_InPixel = 3;
-    private Allocation mExportVar_InPixel;
-    public void bind_InPixel(Allocation v) {
-        mExportVar_InPixel = v;
-        if(v == null) bindAllocation(null, mExportVarIdx_InPixel);
-        else bindAllocation(v, mExportVarIdx_InPixel);
-    }
-
-    public Allocation get_InPixel() {
-        return mExportVar_InPixel;
-    }
-
-    private final static int mExportVarIdx_OutPixel = 4;
-    private Allocation mExportVar_OutPixel;
-    public void bind_OutPixel(Allocation v) {
-        mExportVar_OutPixel = v;
-        if(v == null) bindAllocation(null, mExportVarIdx_OutPixel);
-        else bindAllocation(v, mExportVarIdx_OutPixel);
-    }
-
-    public Allocation get_OutPixel() {
-        return mExportVar_OutPixel;
-    }
-
-    private final static int mExportVarIdx_ScratchPixel = 5;
-    private Allocation mExportVar_ScratchPixel;
-    public void bind_ScratchPixel(Allocation v) {
-        mExportVar_ScratchPixel = v;
-        if(v == null) bindAllocation(null, mExportVarIdx_ScratchPixel);
-        else bindAllocation(v, mExportVarIdx_ScratchPixel);
-    }
-
-    public Allocation get_ScratchPixel() {
-        return mExportVar_ScratchPixel;
-    }
-
-    private final static int mExportVarIdx_inBlack = 6;
-    private float mExportVar_inBlack;
-    public void set_inBlack(float v) {
-        mExportVar_inBlack = v;
-        setVar(mExportVarIdx_inBlack, v);
-    }
-
-    public float get_inBlack() {
-        return mExportVar_inBlack;
-    }
-
-    private final static int mExportVarIdx_outBlack = 7;
-    private float mExportVar_outBlack;
-    public void set_outBlack(float v) {
-        mExportVar_outBlack = v;
-        setVar(mExportVarIdx_outBlack, v);
-    }
-
-    public float get_outBlack() {
-        return mExportVar_outBlack;
-    }
-
-    private final static int mExportVarIdx_inWhite = 8;
-    private float mExportVar_inWhite;
-    public void set_inWhite(float v) {
-        mExportVar_inWhite = v;
-        setVar(mExportVarIdx_inWhite, v);
-    }
-
-    public float get_inWhite() {
-        return mExportVar_inWhite;
-    }
-
-    private final static int mExportVarIdx_outWhite = 9;
-    private float mExportVar_outWhite;
-    public void set_outWhite(float v) {
-        mExportVar_outWhite = v;
-        setVar(mExportVarIdx_outWhite, v);
-    }
-
-    public float get_outWhite() {
-        return mExportVar_outWhite;
-    }
-
-    private final static int mExportVarIdx_gamma = 10;
-    private float mExportVar_gamma;
-    public void set_gamma(float v) {
-        mExportVar_gamma = v;
-        setVar(mExportVarIdx_gamma, v);
-    }
-
-    public float get_gamma() {
-        return mExportVar_gamma;
-    }
-
-    private final static int mExportVarIdx_saturation = 11;
-    private float mExportVar_saturation;
-    public void set_saturation(float v) {
-        mExportVar_saturation = v;
-        setVar(mExportVarIdx_saturation, v);
-    }
-
-    public float get_saturation() {
-        return mExportVar_saturation;
-    }
-
-    private final static int mExportVarIdx_vBlurScript = 12;
-    private Script mExportVar_vBlurScript;
-    public void set_vBlurScript(Script v) {
-        mExportVar_vBlurScript = v;
-        setVar(mExportVarIdx_vBlurScript, (v == null) ? 0 : v.getID());
-    }
-
-    public Script get_vBlurScript() {
-        return mExportVar_vBlurScript;
-    }
-
-    private final static int mExportVarIdx_hBlurScript = 13;
-    private Script mExportVar_hBlurScript;
-    public void set_hBlurScript(Script v) {
-        mExportVar_hBlurScript = v;
-        setVar(mExportVarIdx_hBlurScript, (v == null) ? 0 : v.getID());
-    }
-
-    public Script get_hBlurScript() {
-        return mExportVar_hBlurScript;
-    }
-
-    private final static int mExportFuncIdx_filter = 0;
-    public void invoke_filter() {
-        invoke(mExportFuncIdx_filter);
-    }
-
-    private final static int mExportFuncIdx_filterBenchmark = 1;
-    public void invoke_filterBenchmark() {
-        invoke(mExportFuncIdx_filterBenchmark);
-    }
-
-}
-
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Vertical_blur.java b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Vertical_blur.java
deleted file mode 100644
index cee74d9..0000000
--- a/libs/rs/java/ImageProcessing/src/com/android/rs/image/ScriptC_Vertical_blur.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Copyright (C) 2010 The Android Open Source Project
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.android.rs.image;
-
-import android.renderscript.*;
-import android.content.res.Resources;
-import android.util.Log;
-
-public class ScriptC_Vertical_blur extends ScriptC {
-    // Constructor
-    public  ScriptC_Vertical_blur(RenderScript rs, Resources resources, int id, boolean isRoot) {
-        super(rs, resources, id, isRoot);
-    }
-
-}
-
diff --git a/libs/rs/java/ImageProcessing/res/raw/horizontal_blur.rs b/libs/rs/java/ImageProcessing/src/com/android/rs/image/horizontal_blur.rs
index 10815fb..a81d829 100644
--- a/libs/rs/java/ImageProcessing/res/raw/horizontal_blur.rs
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/horizontal_blur.rs
@@ -1,7 +1,7 @@
 #pragma version(1)
 
-#include "../../../../scriptc/rs_types.rsh"
-#include "../../../../scriptc/rs_math.rsh"
+#include <rs_types.rsh>
+#include <rs_math.rsh>
 
 #include "ip.rsh"
 
diff --git a/libs/rs/java/ImageProcessing/res/raw/ip.rsh b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ip.rsh
index dea92c3..34213f5 100644
--- a/libs/rs/java/ImageProcessing/res/raw/ip.rsh
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/ip.rsh
@@ -6,8 +6,6 @@ typedef struct {
     rs_allocation ain;
 
     float *gaussian; //[MAX_RADIUS * 2 + 1];
-    rs_matrix3x3 colorMat;
-
     int height;
     int width;
     int radius;
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/levels.rs b/libs/rs/java/ImageProcessing/src/com/android/rs/image/levels.rs
new file mode 100644
index 0000000..b436014
--- /dev/null
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/levels.rs
@@ -0,0 +1,88 @@
+#pragma version(1)
+
+#include <rs_types.rsh>
+#include <rs_math.rsh>
+
+#include "ip.rsh"
+
+
+static float inBlack;
+static float outBlack;
+static float inWhite;
+static float outWhite;
+static float3 gamma;
+static float saturation;
+
+static float inWMinInB;
+static float outWMinOutB;
+static float overInWMinInB;
+static rs_matrix3x3 colorMat;
+
+//#pragma rs export_var(height, width, radius, InPixel, OutPixel, ScratchPixel, inBlack, outBlack, inWhite, outWhite, gamma, saturation, InPixel, OutPixel, ScratchPixel, vBlurScript, hBlurScript)
+#pragma rs export_func(setLevels, setSaturation, setGamma);
+
+void setLevels(float iBlk, float oBlk, float iWht, float oWht) {
+    inBlack = iBlk;
+    outBlack = oBlk;
+    inWhite = iWht;
+    outWhite = oWht;
+
+    inWMinInB = inWhite - inBlack;
+    outWMinOutB = outWhite - outBlack;
+    overInWMinInB = 1.f / inWMinInB;
+}
+
+void setSaturation(float sat) {
+    saturation = sat;
+
+    // Saturation
+    // Linear weights
+    //float rWeight = 0.3086f;
+    //float gWeight = 0.6094f;
+    //float bWeight = 0.0820f;
+
+    // Gamma 2.2 weights (we haven't converted our image to linear space yet for perf reasons)
+    float rWeight = 0.299f;
+    float gWeight = 0.587f;
+    float bWeight = 0.114f;
+
+    float oneMinusS = 1.0f - saturation;
+    rsMatrixSet(&colorMat, 0, 0, oneMinusS * rWeight + saturation);
+    rsMatrixSet(&colorMat, 0, 1, oneMinusS * rWeight);
+    rsMatrixSet(&colorMat, 0, 2, oneMinusS * rWeight);
+    rsMatrixSet(&colorMat, 1, 0, oneMinusS * gWeight);
+    rsMatrixSet(&colorMat, 1, 1, oneMinusS * gWeight + saturation);
+    rsMatrixSet(&colorMat, 1, 2, oneMinusS * gWeight);
+    rsMatrixSet(&colorMat, 2, 0, oneMinusS * bWeight);
+    rsMatrixSet(&colorMat, 2, 1, oneMinusS * bWeight);
+    rsMatrixSet(&colorMat, 2, 2, oneMinusS * bWeight + saturation);
+}
+
+void setGamma(float g) {
+    gamma = (float3)g;
+}
+
+
+void root(const void *v_in, void *v_out, const void *usrData, uint32_t x, uint32_t y) {
+    const uchar4 *input = v_in;
+    uchar4 *output = v_out;
+
+    float4 currentPixel = 0;
+
+    //currentPixel.xyz = convert_float3(input.xyz);
+    currentPixel.x = (float)(input->x);
+    currentPixel.y = (float)(input->y);
+    currentPixel.z = (float)(input->z);
+
+    float3 temp = rsMatrixMultiply(&colorMat, currentPixel.xyz);
+    temp = (clamp(temp, 0.f, 255.f) - inBlack) * overInWMinInB;
+    temp = pow(temp, (float3)gamma);
+    currentPixel.xyz = clamp(temp * outWMinOutB + outBlack, 0.f, 255.f);
+
+    //output.xyz = convert_uchar3(currentPixel.xyz);
+    output->x = (uint8_t)currentPixel.x;
+    output->y = (uint8_t)currentPixel.y;
+    output->z = (uint8_t)currentPixel.z;
+    output->w = input->w;
+}
+
diff --git a/libs/rs/java/ImageProcessing/src/com/android/rs/image/threshold.rs b/libs/rs/java/ImageProcessing/src/com/android/rs/image/threshold.rs
new file mode 100644
index 0000000..e957d3f
--- /dev/null
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/threshold.rs
@@ -0,0 +1,105 @@
+#pragma version(1)
+
+#include <rs_types.rsh>
+#include <rs_math.rsh>
+
+#include "ip.rsh"
+
+int height;
+int width;
+int radius;
+
+uchar4 * InPixel;
+uchar4 * OutPixel;
+uchar4 * ScratchPixel;
+
+#pragma rs export_var(height, width, radius, InPixel, OutPixel, ScratchPixel, vBlurScript, hBlurScript, levelsScript)
+#pragma rs export_func(filter, filterBenchmark);
+
+rs_script vBlurScript;
+rs_script hBlurScript;
+rs_script levelsScript;
+
+
+// Store our coefficients here
+static float gaussian[MAX_RADIUS * 2 + 1];
+
+
+static void computeGaussianWeights() {
+    // Compute gaussian weights for the blur
+    // e is the euler's number
+    float e = 2.718281828459045f;
+    float pi = 3.1415926535897932f;
+    // g(x) = ( 1 / sqrt( 2 * pi ) * sigma) * e ^ ( -x^2 / 2 * sigma^2 )
+    // x is of the form [-radius .. 0 .. radius]
+    // and sigma varies with radius.
+    // Based on some experimental radius values and sigma's
+    // we approximately fit sigma = f(radius) as
+    // sigma = radius * 0.4  + 0.6
+    // The larger the radius gets, the more our gaussian blur
+    // will resemble a box blur since with large sigma
+    // the gaussian curve begins to lose its shape
+    float sigma = 0.4f * (float)radius + 0.6f;
+
+    // Now compute the coefficints
+    // We will store some redundant values to save some math during
+    // the blur calculations
+    // precompute some values
+    float coeff1 = 1.0f / (sqrt( 2.0f * pi ) * sigma);
+    float coeff2 = - 1.0f / (2.0f * sigma * sigma);
+
+    float normalizeFactor = 0.0f;
+    float floatR = 0.0f;
+    int r;
+    for(r = -radius; r <= radius; r ++) {
+        floatR = (float)r;
+        gaussian[r + radius] = coeff1 * pow(e, floatR * floatR * coeff2);
+        normalizeFactor += gaussian[r + radius];
+    }
+
+    //Now we need to normalize the weights because all our coefficients need to add up to one
+    normalizeFactor = 1.0f / normalizeFactor;
+    for(r = -radius; r <= radius; r ++) {
+        floatR = (float)r;
+        gaussian[r + radius] *= normalizeFactor;
+    }
+}
+
+
+static void blur() {
+    computeGaussianWeights();
+
+    FilterStruct fs;
+    fs.gaussian = gaussian;
+    fs.width = width;
+    fs.height = height;
+    fs.radius = radius;
+
+    fs.ain = rsGetAllocation(InPixel);
+    rsForEach(hBlurScript, fs.ain, rsGetAllocation(ScratchPixel), &fs);
+
+    fs.ain = rsGetAllocation(ScratchPixel);
+    rsForEach(vBlurScript, fs.ain, rsGetAllocation(OutPixel), &fs);
+}
+
+void filter() {
+    //RS_DEBUG(radius);
+
+    if(radius > 0) {
+        blur();
+        rsForEach(levelsScript, rsGetAllocation(OutPixel), rsGetAllocation(OutPixel), 0);
+    } else {
+        rsForEach(levelsScript, rsGetAllocation(InPixel), rsGetAllocation(OutPixel), 0);
+    }
+
+    int count = 0;
+    rsSendToClient(&count, 1, 4, 0);
+}
+
+void filterBenchmark() {
+    blur();
+
+    int count = 0;
+    rsSendToClient(&count, 1, 4, 0);
+}
+
diff --git a/libs/rs/java/ImageProcessing/res/raw/vertical_blur.rs b/libs/rs/java/ImageProcessing/src/com/android/rs/image/vertical_blur.rs
index f5f2d69..8930e2f 100644
--- a/libs/rs/java/ImageProcessing/res/raw/vertical_blur.rs
+++ b/libs/rs/java/ImageProcessing/src/com/android/rs/image/vertical_blur.rs
@@ -1,7 +1,7 @@
 #pragma version(1)
 
-#include "../../../../scriptc/rs_types.rsh"
-#include "../../../../scriptc/rs_math.rsh"
+#include <rs_types.rsh>
+#include <rs_math.rsh>
 
 #include "ip.rsh"