android图像LAB空间Lab各通道直方图显示代码
时间: 2023-08-15 15:06:13 浏览: 102
图像直方图的显示代码
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以下是Android中如何在LAB空间中显示各通道的直方图的示例代码:
```java
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.Color;
import android.os.Bundle;
import android.support.v7.app.AppCompatActivity;
import android.widget.ImageView;
import com.jjoe64.graphview.GraphView;
import com.jjoe64.graphview.series.BarGraphSeries;
import com.jjoe64.graphview.series.DataPoint;
public class MainActivity extends AppCompatActivity {
private ImageView imageView;
private GraphView graphView;
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);
imageView = findViewById(R.id.imageView);
graphView = findViewById(R.id.graphView);
// 加载图片
Bitmap bitmap = BitmapFactory.decodeResource(getResources(), R.drawable.test);
// 将图像转换为LAB空间
int width = bitmap.getWidth();
int height = bitmap.getHeight();
int[] pixels = new int[width * height];
float[] lab = new float[3];
float[] lValues = new float[256];
float[] aValues = new float[256];
float[] bValues = new float[256];
for (int i = 0; i < pixels.length; i++) {
int pixel = pixels[i];
int r = Color.red(pixel);
int g = Color.green(pixel);
int b = Color.blue(pixel);
// 转换为LAB空间
Color.RGBToLAB(r, g, b, lab);
int l = (int) Math.floor(lab[0]);
int a = (int) Math.floor(lab[1]);
int b1 = (int) Math.floor(lab[2]);
// 计算直方图
lValues[l]++;
aValues[a + 128]++;
bValues[b + 128]++;
}
// 创建直方图
BarGraphSeries<DataPoint> lSeries = new BarGraphSeries<>(getHistogramData(lValues));
BarGraphSeries<DataPoint> aSeries = new BarGraphSeries<>(getHistogramData(aValues));
BarGraphSeries<DataPoint> bSeries = new BarGraphSeries<>(getHistogramData(bValues));
// 设置直方图颜色
lSeries.setColor(Color.BLACK);
aSeries.setColor(Color.RED);
bSeries.setColor(Color.BLUE);
// 显示直方图
graphView.addSeries(lSeries);
graphView.addSeries(aSeries);
graphView.addSeries(bSeries);
// 显示图像
imageView.setImageBitmap(bitmap);
}
private DataPoint[] getHistogramData(float[] values) {
DataPoint[] dataPoints = new DataPoint[values.length];
for (int i = 0; i < values.length; i++) {
dataPoints[i] = new DataPoint(i, values[i]);
}
return dataPoints;
}
}
```
需要注意的是,以上示例代码使用了第三方库GraphView来显示直方图,需要在build.gradle中添加以下依赖项:
```groovy
implementation 'com.jjoe64:graphview:4.2.2'
```
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