java调用opencv测量右下颌角角度
时间: 2023-09-30 14:02:56 浏览: 44
以下是一个Java程序,它可以使用OpenCV库来测量右下颌角的角度。
```java
import org.opencv.core.*;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import org.opencv.objdetect.CascadeClassifier;
public class JawAngleMeasurement {
public static void main(String[] args) {
// Load the OpenCV library
System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
// Load the image
Mat image = Imgcodecs.imread("path/to/image.jpg");
// Convert the image to grayscale
Mat grayImage = new Mat();
Imgproc.cvtColor(image, grayImage, Imgproc.COLOR_BGR2GRAY);
// Load the cascade classifier for detecting faces
CascadeClassifier faceDetector = new CascadeClassifier("path/to/haarcascade_frontalface_default.xml");
// Detect faces in the image
MatOfRect faceDetections = new MatOfRect();
faceDetector.detectMultiScale(grayImage, faceDetections);
// Get the first face detection (assuming there is only one face in the image)
Rect face = faceDetections.toArray()[0];
// Extract the region of interest (ROI) corresponding to the lower part of the face
int x = face.x;
int y = (int) (face.y + face.height * 0.6);
int width = face.width;
int height = (int) (face.height * 0.4);
Rect jawROI = new Rect(x, y, width, height);
Mat jawImage = new Mat(grayImage, jawROI);
// Threshold the jaw image to obtain a binary image
Mat binaryImage = new Mat();
Imgproc.threshold(jawImage, binaryImage, 0, 255, Imgproc.THRESH_BINARY_INV | Imgproc.THRESH_OTSU);
// Find the contours in the binary image
Mat contoursImage = new Mat();
binaryImage.copyTo(contoursImage);
Mat hierarchy = new Mat();
MatOfPoint2f maxContour = new MatOfPoint2f();
Imgproc.findContours(contoursImage, new ArrayList<>(), hierarchy, Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE);
double maxArea = 0;
for (MatOfPoint contour : contours) {
MatOfPoint2f contour2f = new MatOfPoint2f(contour.toArray());
double area = Imgproc.contourArea(contour2f);
if (area > maxArea) {
maxArea = area;
contour2f.convertTo(maxContour, CvType.CV_32FC2);
}
}
// Fit an ellipse to the max contour
RotatedRect ellipse = Imgproc.fitEllipse(maxContour);
// Get the angle of the major axis of the ellipse
double angle = ellipse.angle;
if (angle < -45) {
angle += 90;
}
// Print the angle
System.out.println("Right jaw angle: " + angle);
}
}
```
请注意,此程序假定图像中只有一个人脸,并且只测量右下颌角的角度。如果需要在多个人脸中测量右下颌角的角度,您需要修改程序以在每个人脸上运行相同的算法。