Android学习——在Android中使用OpenCV的第一个程序

2022-09-15 08:49:42

刚开始学习Android，由于之前比较熟悉OpenCV，于是就想先在Android上运行OpenCV试试

===================================================================================

1.环境配置

  • JDK
  • Eclipse
  • ADT
  • CDT
  • Android SDK
  • Android NDK
  • cygwin
  • OpenCV for Android 2.4.9

这部分网上很多，我就不再赘述了，可以参考：http://blog.csdn.net/pwh0996/article/details/8957764


2.开发准备

两点注意

  • 新版安装SDK文件一开始有两个XML文件，activity_main.xml和fragment_main.xml：不习惯的可以这样处理：
  1. 删除fragment_main.xml整个文件
  2. 对activity_main.xml，删除里面的内容。然后切换到Graphy Layout,放入一个LinearLayout就可以
  3. 对MainActivity.java，可以删除部分的内容，再把MainActivity extends ActionBarActivity 改为MainActivity extends Activity
  4. (关于activity_main.xml与fragment_main.xml的问题参看：http://bbs.csdn.net/topics/390740123)
  • 引入OpenCV库
            Package Explorer中选择项目，单击右键在弹出菜单中选择Properties，然后在弹出的Properties窗口中左侧选择Android，然后点击右下方的Add按钮，选择OpenCV Library 2.4.9并点击OK，操作完成后，会将OpenCV类库添加到GrayProcess的Android Dependencies中

3.编写程序
目的是实现通过OpenCV for Android实现摄像头采集图像的处理，并通过SurfaceView显示在手机屏幕上
OpenCV的Android库将Android自身的相机相关的库进行了封装，用起来十分方便
  • CameraBridgeViewBase .enableView()
  • SurfaceView is available
    • CameraBridgeViewBase  .setVisibility(SurfaceView.Visiable)
    • CameraBridgeViewBase  .setCvCameraViewListener(this)
就可以使用回调函数
  • onCameraViewStarted 
  • onCameraViewStopped

图像处理写在
  • public Mat onCameraFrame(CvCameraViewFrame inputFrame)
Java文件：
public class MainActivity extends Activity implements CvCameraViewListener2 {
    private static final String TAG = "OCVSample::Activity";

    private CameraBridgeViewBase mOpenCvCameraView;
    private boolean mIsJavaCamera = true;
    private MenuItem mItemSwitchCamera = null;
    private Mat mRgba;
    private Button mBtn = null;
    private boolean	 isProcess = false;

//建立连接
    private BaseLoaderCallback mLoaderCallback = new BaseLoaderCallback(this) {
        @Override
        public void onManagerConnected(int status) {
            switch (status) {
                case LoaderCallbackInterface.SUCCESS:
                {
                    Log.i(TAG, "OpenCV loaded successfully");
                    mOpenCvCameraView.enableView();
                } break;
                default:
                {
                    super.onManagerConnected(status);
                } break;
            }
        }
    };

//构造函数
    public MainActivity() {
        Log.i(TAG, "Instantiated new " + this.getClass());
    }

    /** Called when the activity is first created. */
//onCreate函数
    @Override
    public void onCreate(Bundle savedInstanceState) {
        Log.i(TAG, "called onCreate");
        super.onCreate(savedInstanceState);
        getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);

        setContentView(R.layout.activity_main);

//
        if (mIsJavaCamera)
            mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_java_surface_view);
        else
            mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_native_surface_view);


        mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);
       
        mOpenCvCameraView.setCvCameraViewListener(this);
       
        mBtn = (Button) findViewById(R.id.buttonGray);
  mBtn.setOnClickListener(new View.OnClickListener(){
   @Override
      public void onClick(View v) {
    isProcess = !isProcess;
      }
  });
    }

    @Override
    public void onPause()
    {
        super.onPause();
        if (mOpenCvCameraView != null)
            mOpenCvCameraView.disableView();
    }

    @Override
    public void onResume()
    {
        super.onResume();
        OpenCVLoader.initAsync(OpenCVLoader.OPENCV_VERSION_2_4_9, this, mLoaderCallback);
    }

    public void onDestroy() {
        super.onDestroy();
        if (mOpenCvCameraView != null)
            mOpenCvCameraView.disableView();
    }

    @Override
    public boolean onCreateOptionsMenu(Menu menu) {
        Log.i(TAG, "called onCreateOptionsMenu");
        mItemSwitchCamera = menu.add("Toggle Native/Java camera");
        return true;
    }

    @Override
    public boolean onOptionsItemSelected(MenuItem item) {
        String toastMesage = new String();
        Log.i(TAG, "called onOptionsItemSelected; selected item: " + item);

        if (item == mItemSwitchCamera) {
            mOpenCvCameraView.setVisibility(SurfaceView.GONE);
            mIsJavaCamera = !mIsJavaCamera;

            if (mIsJavaCamera) {
                mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_java_surface_view);
                toastMesage = "Java Camera";
            } else {
                mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_native_surface_view);
                toastMesage = "Native Camera";
            }

            mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);
            mOpenCvCameraView.setCvCameraViewListener(this);
            mOpenCvCameraView.enableView();
            Toast toast = Toast.makeText(this, toastMesage, Toast.LENGTH_LONG);
            toast.show();
        }

        return true;
    }

    public void onCameraViewStarted(int width, int height) {
     mRgba = new Mat(height, width, CvType.CV_8UC4);

    }

    public void onCameraViewStopped() {
     mRgba.release();
    }

    public Mat onCameraFrame(CvCameraViewFrame inputFrame) {
     if(isProcess)
      Imgproc.cvtColor(inputFrame.gray(), mRgba, Imgproc.COLOR_GRAY2RGBA, 4);
     else
       mRgba = inputFrame.rgba();
     return mRgba;
    }
}

Manifest文件：
需加入相机使用权限
<uses-permission android:name="android.permission.CAMERA"/>
注意：一般Android摄像头采集的图像方向不对
在纯Android的开发环境中，一般采用
mCamera.setDisplayOrientation(90);
在OpenCV for Android的开发中，在Manifest文件中加入： 
android:screenOrientation="landscape" 
android:configChanges="keyboardHidden|orientation"

完整的Manifest文件
<?xml version="1.0" encoding="utf-8"?> 
<manifest xmlns:android="http://schemas.android.com/apk/res/android" 
package="com.example.camera03" 
android:versionCode="1" 
android:versionName="1.0" > 

<supports-screens android:resizeable="true" 
android:smallScreens="true" 
android:normalScreens="true" 
android:largeScreens="true" 
android:anyDensity="true" /> 
<uses-sdk 
android:minSdkVersion="9" 
android:targetSdkVersion="19" /> 
<uses-permission android:name="android.permission.CAMERA"/> 

<application 
android:allowBackup="true" 
android:icon="@drawable/ic_launcher" 
android:label="@string/app_name" 
android:theme="@android:style/Theme.NoTitleBar.Fullscreen" > 
<activity 
android:name="com.example.camera03.MainActivity" 
android:label="@string/app_name" 
android:screenOrientation="landscape" 
android:configChanges="keyboardHidden|orientation"> 
<intent-filter> 
<action android:name="android.intent.action.MAIN" /> 

<category android:name="android.intent.category.LAUNCHER" /> 
</intent-filter> 
</activity> 
</application> 

</manifest>

原图：
Android学习——在Android中使用OpenCV的第一个程序

灰度图：
Android学习——在Android中使用OpenCV的第一个程序


Java程序2：
分别完成了
  1. 原图
  2. 灰度图
  3. Canny边缘检测
  4. Hist 直方图计算
  5. Sobel 边缘检测
  6. SEPIA（色调变换）为每一个数组元素执行一个矩阵变换
  7. ZOOM 放大镜
  8. PIXELIZE 像素化
  9. POSTERIZE 多色调分色印
package com.example.camera03;

import java.util.Arrays;

import org.opencv.android.BaseLoaderCallback;
import org.opencv.android.CameraBridgeViewBase.CvCameraViewFrame;
import org.opencv.android.LoaderCallbackInterface;
import org.opencv.android.OpenCVLoader;
import org.opencv.core.Core;
import org.opencv.core.CvType;
import org.opencv.core.Mat;
import org.opencv.core.MatOfFloat;
import org.opencv.core.MatOfInt;
import org.opencv.core.Point;
import org.opencv.core.Scalar;
import org.opencv.core.Size;
import org.opencv.imgproc.Imgproc;
import org.opencv.android.CameraBridgeViewBase;
import org.opencv.android.CameraBridgeViewBase.CvCameraViewListener2;

import android.app.Activity;
import android.os.Bundle;
import android.util.Log;
import android.view.Menu;
import android.view.MenuItem;
import android.view.SurfaceView;
import android.view.View;
import android.view.WindowManager;
import android.widget.Button;
import android.widget.Toast;

public class MainActivity extends Activity implements CvCameraViewListener2 {
    private static final String TAG = "OCVSample::Activity";

    private CameraBridgeViewBase mOpenCvCameraView;
    private boolean mIsJavaCamera = true;
    private MenuItem mItemSwitchCamera = null;
    private Mat mRgba;
    private Mat mGray;
    private Mat mTmp;
    
    private Size mSize0;
    private Mat mIntermediateMat;
    private MatOfInt mChannels[];
    private MatOfInt mHistSize;
    private int mHistSizeNum = 25;
    private Mat mMat0;
    private float[] mBuff;
    private MatOfFloat mRanges;
    private Point mP1;
    private Point mP2;
    private Scalar mColorsRGB[];
    private Scalar mColorsHue[];
    private Scalar mWhilte;
    private Mat mSepiaKernel;
    private Button mBtn = null;
    private int	 mProcessMethod = 0;
    
    
    private BaseLoaderCallback mLoaderCallback = new BaseLoaderCallback(this) {
        @Override
        public void onManagerConnected(int status) {
            switch (status) {
                case LoaderCallbackInterface.SUCCESS:
                {
                    Log.i(TAG, "OpenCV loaded successfully");
                    mOpenCvCameraView.enableView();
                } break;
                default:
                {
                    super.onManagerConnected(status);
                } break;
            }
        }
    };

    public MainActivity() {
        Log.i(TAG, "Instantiated new " + this.getClass());
    }

    /** Called when the activity is first created. */
    @Override
    public void onCreate(Bundle savedInstanceState) {
        Log.i(TAG, "called onCreate");
        super.onCreate(savedInstanceState);
        getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);

        setContentView(R.layout.activity_main);

        if (mIsJavaCamera)
            mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_java_surface_view);
        else
            mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_native_surface_view);


        mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);
        
        mOpenCvCameraView.setCvCameraViewListener(this);
        
        mBtn = (Button) findViewById(R.id.buttonGray);
  mBtn.setOnClickListener(new View.OnClickListener(){
   @Override  
      public void onClick(View v) {
    mProcessMethod++;
    if(mProcessMethod>8) mProcessMethod=0;
      }  
  });
    }

    @Override
    public void onPause()
    {
        super.onPause();
        if (mOpenCvCameraView != null)
            mOpenCvCameraView.disableView();
    }

    @Override
    public void onResume()
    {
        super.onResume();
        OpenCVLoader.initAsync(OpenCVLoader.OPENCV_VERSION_2_4_9, this, mLoaderCallback);
    }

    public void onDestroy() {
        super.onDestroy();
        if (mOpenCvCameraView != null)
            mOpenCvCameraView.disableView();
    }

    @Override
    public boolean onCreateOptionsMenu(Menu menu) {
        Log.i(TAG, "called onCreateOptionsMenu");
        mItemSwitchCamera = menu.add("Toggle Native/Java camera");
        return true;
    }

    @Override
    public boolean onOptionsItemSelected(MenuItem item) {
        String toastMesage = new String();
        Log.i(TAG, "called onOptionsItemSelected; selected item: " + item);

        if (item == mItemSwitchCamera) {
            mOpenCvCameraView.setVisibility(SurfaceView.GONE);
            mIsJavaCamera = !mIsJavaCamera;

            if (mIsJavaCamera) {
                mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_java_surface_view);
                toastMesage = "Java Camera";
            } else {
                mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.tutorial1_activity_native_surface_view);
                toastMesage = "Native Camera";
            }

            mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);
            mOpenCvCameraView.setCvCameraViewListener(this);
            mOpenCvCameraView.enableView();
            Toast toast = Toast.makeText(this, toastMesage, Toast.LENGTH_LONG);
            toast.show();
        }

        return true;
    }

    public void onCameraViewStarted(int width, int height) {
     mRgba = new Mat(height, width, CvType.CV_8UC4);
     mGray = new Mat(height, width, CvType.CV_8UC1);
     mTmp = new Mat(height, width, CvType.CV_8UC4);
     
      mIntermediateMat = new Mat();
         mSize0 = new Size();
         mChannels = new MatOfInt[] { new MatOfInt(0), new MatOfInt(1), new MatOfInt(2) };
         mBuff = new float[mHistSizeNum];
         mHistSize = new MatOfInt(mHistSizeNum);
         mRanges = new MatOfFloat(0f, 256f);
         mMat0 = new Mat();
         mColorsRGB = new Scalar[] { new Scalar(200, 0, 0, 255), new Scalar(0, 200, 0, 255), new Scalar(0, 0, 200, 255) };
         mColorsHue = new Scalar[] {
                 new Scalar(255, 0, 0, 255), new Scalar(255, 60, 0, 255), new Scalar(255, 120, 0, 255), new Scalar(255, 180, 0, 255), new Scalar(255, 240, 0, 255),
                 new Scalar(215, 213, 0, 255), new Scalar(150, 255, 0, 255), new Scalar(85, 255, 0, 255), new Scalar(20, 255, 0, 255), new Scalar(0, 255, 30, 255),
                 new Scalar(0, 255, 85, 255), new Scalar(0, 255, 150, 255), new Scalar(0, 255, 215, 255), new Scalar(0, 234, 255, 255), new Scalar(0, 170, 255, 255),
                 new Scalar(0, 120, 255, 255), new Scalar(0, 60, 255, 255), new Scalar(0, 0, 255, 255), new Scalar(64, 0, 255, 255), new Scalar(120, 0, 255, 255),
                 new Scalar(180, 0, 255, 255), new Scalar(255, 0, 255, 255), new Scalar(255, 0, 215, 255), new Scalar(255, 0, 85, 255), new Scalar(255, 0, 0, 255)
         };
         mWhilte = Scalar.all(255);
         mP1 = new Point();
         mP2 = new Point();

         // Fill sepia kernel
         mSepiaKernel = new Mat(4, 4, CvType.CV_32F);
         mSepiaKernel.put(0, 0, /* R */0.189f, 0.769f, 0.393f, 0f);
         mSepiaKernel.put(1, 0, /* G */0.168f, 0.686f, 0.349f, 0f);
         mSepiaKernel.put(2, 0, /* B */0.131f, 0.534f, 0.272f, 0f);
         mSepiaKernel.put(3, 0, /* A */0.000f, 0.000f, 0.000f, 1f);
    }

    public void onCameraViewStopped() {
     mRgba.release();
     mGray.release();
     mTmp.release();
    }

    public Mat onCameraFrame(CvCameraViewFrame inputFrame) {
     
     mRgba = inputFrame.rgba();
     Size sizeRgba = mRgba.size();
     int rows = (int) sizeRgba.height;
        int cols = (int) sizeRgba.width;
        Mat rgbaInnerWindow;
        
        int left = cols / 8;
        int top = rows / 8;

        int width = cols * 3 / 4;
        int height = rows * 3 / 4;
        //灰度图
     if(mProcessMethod==1)
      Imgproc.cvtColor(inputFrame.gray(), mRgba, Imgproc.COLOR_GRAY2RGBA, 4);
     //Canny边缘检测
     else if(mProcessMethod==2)
     {
      mRgba = inputFrame.rgba();
      Imgproc.Canny(inputFrame.gray(), mTmp, 80, 100);
      Imgproc.cvtColor(mTmp, mRgba, Imgproc.COLOR_GRAY2RGBA, 4);
     }
     //Hist
     else if(mProcessMethod==3)
     {
       Mat hist = new Mat();
             int thikness = (int) (sizeRgba.width / (mHistSizeNum + 10) / 5);
             if(thikness > 5) thikness = 5;
             int offset = (int) ((sizeRgba.width - (5*mHistSizeNum + 4*10)*thikness)/2);
            
   // RGB
             for(int c=0; c<3; c++) {
                 Imgproc.calcHist(Arrays.asList(mRgba), mChannels[c], mMat0, hist, mHistSize, mRanges);
                 Core.normalize(hist, hist, sizeRgba.height/2, 0, Core.NORM_INF);
                 hist.get(0, 0, mBuff);
                 for(int h=0; h<mHistSizeNum; h++) {
                     mP1.x = mP2.x = offset + (c * (mHistSizeNum + 10) + h) * thikness;
                     mP1.y = sizeRgba.height-1;
                     mP2.y = mP1.y - 2 - (int)mBuff[h];
                     Core.line(mRgba, mP1, mP2, mColorsRGB[c], thikness);
                 }
             }
             // Value and Hue
             Imgproc.cvtColor(mRgba, mTmp, Imgproc.COLOR_RGB2HSV_FULL);
             // Value
             Imgproc.calcHist(Arrays.asList(mTmp), mChannels[2], mMat0, hist, mHistSize, mRanges);
             Core.normalize(hist, hist, sizeRgba.height/2, 0, Core.NORM_INF);
             hist.get(0, 0, mBuff);
             for(int h=0; h<mHistSizeNum; h++) {
                 mP1.x = mP2.x = offset + (3 * (mHistSizeNum + 10) + h) * thikness;
                 mP1.y = sizeRgba.height-1;
                 mP2.y = mP1.y - 2 - (int)mBuff[h];
                 Core.line(mRgba, mP1, mP2, mWhilte, thikness);
             }
     }
     //inner Window Sobel
     else if(mProcessMethod==4)
     {
      Mat gray = inputFrame.gray();
            Mat grayInnerWindow = gray.submat(top, top + height, left, left + width);
            rgbaInnerWindow = mRgba.submat(top, top + height, left, left + width);
            Imgproc.Sobel(grayInnerWindow, mIntermediateMat, CvType.CV_8U, 1, 1);
            Core.convertScaleAbs(mIntermediateMat, mIntermediateMat, 10, 0);
            Imgproc.cvtColor(mIntermediateMat, rgbaInnerWindow, Imgproc.COLOR_GRAY2BGRA, 4);
            grayInnerWindow.release();
            rgbaInnerWindow.release();
     }
     //SEPIA
     else if(mProcessMethod==5)
     {
      rgbaInnerWindow = mRgba.submat(top, top + height, left, left + width);
            Core.transform(rgbaInnerWindow, rgbaInnerWindow, mSepiaKernel);
            rgbaInnerWindow.release();
     }
     //ZOOM
     else if(mProcessMethod==6)
     {
      Mat zoomCorner = mRgba.submat(0, rows / 2 - rows / 10, 0, cols / 2 - cols / 10);
            Mat mZoomWindow = mRgba.submat(rows / 2 - 9 * rows / 100, rows / 2 + 9 * rows / 100, cols / 2 - 9 * cols / 100, cols / 2 + 9 * cols / 100);
            Imgproc.resize(mZoomWindow, zoomCorner, zoomCorner.size());
            Size wsize = mZoomWindow.size();
            Core.rectangle(mZoomWindow, new Point(1, 1), new Point(wsize.width - 2, wsize.height - 2), new Scalar(255, 0, 0, 255), 2);
            zoomCorner.release();
            mZoomWindow.release();
     }
     //PIXELIZE
     else if(mProcessMethod==7)
     {
      rgbaInnerWindow = mRgba.submat(top, top + height, left, left + width);
            Imgproc.resize(rgbaInnerWindow, mIntermediateMat, mSize0, 0.1, 0.1, Imgproc.INTER_NEAREST);
            Imgproc.resize(mIntermediateMat, rgbaInnerWindow, rgbaInnerWindow.size(), 0., 0., Imgproc.INTER_NEAREST);
            rgbaInnerWindow.release();
     }
     //POSTERIZE
     else if(mProcessMethod==8)
     {
      rgbaInnerWindow = mRgba.submat(top, top + height, left, left + width);
            Imgproc.Canny(rgbaInnerWindow, mIntermediateMat, 80, 90);
            rgbaInnerWindow.setTo(new Scalar(0, 0, 0, 255), mIntermediateMat);
            Core.convertScaleAbs(rgbaInnerWindow, mIntermediateMat, 1./16, 0);
            Core.convertScaleAbs(mIntermediateMat, rgbaInnerWindow, 16, 0);
            rgbaInnerWindow.release();
     }
     else
      mRgba = inputFrame.rgba();
     return mRgba;
    }
}
  • 原图
  • Android学习——在Android中使用OpenCV的第一个程序
  • 灰度图
  • Android学习——在Android中使用OpenCV的第一个程序
  • Canny边缘检测
  • Android学习——在Android中使用OpenCV的第一个程序
  • Hist 直方图计算
  • Android学习——在Android中使用OpenCV的第一个程序
  • Sobel 边缘检测
  • Android学习——在Android中使用OpenCV的第一个程序
  • SEPIA（色调变换）为每一个数组元素执行一个矩阵变换
  • Android学习——在Android中使用OpenCV的第一个程序
  • ZOOM 放大镜
  • Android学习——在Android中使用OpenCV的第一个程序
  • PIXELIZE 像素化
  • Android学习——在Android中使用OpenCV的第一个程序
  • POSTERIZE 多色调分色印
  • Android学习——在Android中使用OpenCV的第一个程序



Android学习——在Android中使用OpenCV的第一个程序,布布扣,bubuko.com

Android学习——在Android中使用OpenCV的第一个程序

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