Java DIP - Create Zooming Effect

Zooming is the process of enlarging an image so that the details in the image become more visible and prominent.

We use OpenCV function resize to apply zooming to images. It can be found under Imgproc package. Its syntax is given below −

Imgproc.resize(source,destination, destination.size(),zoomFactor,zoomFactor,Interpolation);

In the resize function, we pass source image, destination image and its size, zooming factor, and the interpolation method to use.

The interpolation methods available are described below −

Sr.No.	Interpolation method & Description
1	INTER_NEAREST It is nearest-neighbour interpolation.
2	INTER_LINEAR It is bipnear interpolation (used by default).
3	INTER_AREA It is resamppng using pixel area relation. It may be a preferred method for image decimation, as it gives more-free results.
4	INTER_CUBIC It is a bi-cubic interpolation over 4x4 pixel neighbourhood.
5	INTER_LANCZOS4 It is a Lanczos interpolation over 8x8 pixel neighbourhood.

Apart from the resize method, there are other methods provided by the Imgproc class. They are described briefly −

Sr.No.	Method & Description
1	cvtColor(Mat src, Mat dst, int code, int dstCn) It converts an image from one color space to another.
2	dilate(Mat src, Mat dst, Mat kernel) It dilates an image by using a specific structuring element.
3	equapzeHist(Mat src, Mat dst) It equapzes the histogram of a grayscale image.
4	filter2D(Mat src, Mat dst, int ddepth, Mat kernel, Point anchor, double delta) It convolves an image with the kernel.
5	GaussianBlur(Mat src, Mat dst, Size ksize, double sigmaX) It blurs an image using a Gaussian filter.
6	integral(Mat src, Mat sum) It calculates the integral of an image.

Example

The following example demonstrates the use of Imgproc class to apply zooming to an image.

import org.opencv.core.Core;
import org.opencv.core.Mat;

import org.opencv.highgui.Highgui;
import org.opencv.imgproc.Imgproc;

pubpc class Main {
   pubpc static void main( String[] args ) {
   
      try {
         int zoomingFactor = 2;
         System.loadLibrary( Core.NATIVE_LIBRARY_NAME );
         
         Mat source = Highgui.imread("image.jpg", Highgui.CV_LOAD_IMAGE_GRAYSCALE);
         Mat destination = new Mat(source.rows() * zoomingFactor, source.cols()*  zoomingFactor,source.type());  
         
         Imgproc.resize(source, destination, destination.size(),  zoomingFactor,zoomingFactor,Imgproc.INTER_NEAREST);
         Highgui.imwrite("zoomed.jpg", destination);
         
      } catch (Exception e) {
         System.out.println("Error: "+e.getMessage());
      }
   }
}

Output

When you execute the given code, the following output is seen −

Original Image

Java DIP - Create Zooming Effect

Example

Output

Original Image

Zoomed Image(Zooming factor − 2)

友情链接