使用名爲threshold()的方法將灰度圖像轉換爲二值圖像。下面是這個方法的語法。
threshold(Mat src, Mat dst, double thresh, double maxval, int type)
此方法接受以下參數&負;
mat−Amat表示輸入圖像的對象。
dst−AMat表示輸出圖像的對象。
thresh−表示閾值的整數。
maxval−一個整數,表示要與THRESH_BINARY和THRESH_BINARY_INV閾值類型一起使用的最大值。
鍵入−表示轉換類型的整數代碼,例如RGB到灰度。
通過將代碼Imgproc.THRESH_binary以及值傳遞給其餘參數,可以將灰度圖像轉換爲二進位圖像。
Example
下面的程序演示如何將彩色圖像讀取爲二進位圖像並使用JavaFX窗口顯示它。
import java.awt.image.BufferedImage; import org.opencv.core.Core; import org.opencv.core.Mat; import org.opencv.imgcodecs.Imgcodecs; import org.opencv.imgproc.Imgproc; import javafx.application.Application; import javafx.embed.swing.SwingFXUtils; import javafx.scene.Group; import javafx.scene.Scene; import javafx.scene.image.ImageView; import javafx.scene.image.WritableImage; import javafx.stage.Stage; public class ColorToBinary extends Application { @Override public void start(Stage stage) throws Exception { WritableImage writableImage = loadAndConvert(); // Setting the image view ImageView imageView = new ImageView(writableImage); // Setting the position of the image imageView.setX(10); imageView.setY(10); // setting the fit height and width of the image view imageView.setFitHeight(400); imageView.setFitWidth(600); // Setting the preserve ratio of the image view imageView.setPreserveRatio(true); // Creating a Group object Group root = new Group(imageView); // Creating a scene object Scene scene = new Scene(root, 600, 400); // Setting title to the Stage stage.setTitle("Loading an image"); // Adding scene to the stage stage.setScene(scene); // Displaying the contents of the stage stage.show(); } public WritableImage loadAndConvert() throws Exception { // Loading the OpenCV core library System.loadLibrary( Core.NATIVE_LIBRARY_NAME ); // Instantiating the Imgcodecs class Imgcodecs imageCodecs = new Imgcodecs(); // File input = new File("C:/EXAMPLES/OpenCV/sample.jpg"); String input = "C:/EXAMPLES/OpenCV/sample.jpg"; // Reading the image Mat src = imageCodecs.imread(input); // Creating the destination matrix Mat dst = new Mat(); // Converting to binary image... Imgproc.threshold(src, dst, 200, 500, Imgproc.THRESH_BINARY); // Extracting data from the transformed image (dst) byte[] data1 = new byte[dst.rows() * dst.cols() * (int)(dst.elemSize())]; dst.get(0, 0, data1); // Creating Buffered image using the data BufferedImage bufImage = new BufferedImage(dst.cols(),dst.rows(), BufferedImage.TYPE_BYTE_GRAY); // Setting the data elements to the image bufImage.getRaster().setDataElements(0, 0, dst.cols(), dst.rows(), data1); // Creating a Writable image WritableImage writableImage = SwingFXUtils.toFXImage(bufImage, null); System.out.println("Converted to binary"); return writableImage; } public static void main(String args[]) throws Exception { launch(args); } }
Input Image
假設下面是上面程序中指定的輸入圖像sample.jpg。
Output Image
在執行程序時,您將得到以下輸出。