how to save detected face in opencv

edit

Let assume that there is only one face. We can crop the result of the face detection and save it as follows:

import cv2
import sys

cascPath = sys.argv[1]
faceCascade = cv2.CascadeClassifier(cascPath)

video_capture = cv2.VideoCapture(0)

while True:

    # Capture frame-by-frame
    ret, frame = video_capture.read()

    gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)

    faces = faceCascade.detectMultiScale(
        gray,
        scaleFactor=1.1,
        minNeighbors=5,
        minSize=(30, 30),
        flags=cv2.cv.CV_HAAR_SCALE_IMAGE
    )

    # Draw a rectangle around the faces
    for (x, y, w, h) in faces:
        cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)

    # Display the resulting frame
    cv2.imshow('Video', frame)

    if cv2.waitKey(1) & 0xFF == ord('q'):
        break
    if cv2.waitKey(1) & 0xFF == ord('c'):
        crop_img = frame[y: y + h, x: x + w] # Crop from x, y, w, h -> 100, 200, 300, 400
        cv2.imwrite("face.jpg", crop_img)

video_capture.release()
cv2.destroyAllWindows()

you have x,y,w,h for each face , so just find crop function or drawrect in java syntax

rectangle(Mat img, Point pt1, Point pt2, Scalar color)
 // Draws a simple, thick, or filled up-right rectangle.