Difference between revisions of "Example Fiducial Square Binary"

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Example Code:
Example Code:
* [https://github.com/lessthanoptimal/BoofCV/blob/v0.19/examples/src/boofcv/examples/fiducial/ExampleFiducialBinary.java ExampleFiducialBinary.java]
* [https://github.com/lessthanoptimal/BoofCV/blob/v0.20/examples/src/boofcv/examples/fiducial/ExampleFiducialBinary.java ExampleFiducialBinary.java]


Concepts:
Concepts:
Line 34: Line 34:
public static void main(String[] args) {
public static void main(String[] args) {


String directory = "../data/applet/fiducial/binary/";
String directory = UtilIO.pathExample("fiducial/binary");


// load the lens distortion parameters and the input image
// load the lens distortion parameters and the input image
IntrinsicParameters param = UtilIO.loadXML(directory + "intrinsic.xml");
IntrinsicParameters param = UtilIO.loadXML(directory , "intrinsic.xml");
BufferedImage input = UtilImageIO.loadImage(directory + "image0000.jpg");
BufferedImage input = UtilImageIO.loadImage(directory , "image0000.jpg");
// BufferedImage input = UtilImageIO.loadImage(directory + "image0001.jpg");
// BufferedImage input = UtilImageIO.loadImage(directory , "image0001.jpg");
// BufferedImage input = UtilImageIO.loadImage(directory + "image0002.jpg");
// BufferedImage input = UtilImageIO.loadImage(directory , "image0002.jpg");
ImageFloat32 original = ConvertBufferedImage.convertFrom(input,true, ImageType.single(ImageFloat32.class));
ImageFloat32 original = ConvertBufferedImage.convertFrom(input,true, ImageType.single(ImageFloat32.class));


// Detect the fiducial
// Detect the fiducial
FiducialDetector<ImageFloat32> detector = FactoryFiducial.
FiducialDetector<ImageFloat32> detector = FactoryFiducial.squareBinary(
// squareBinaryRobust(new ConfigFiducialBinary(0.1), 6, ImageFloat32.class);
new ConfigFiducialBinary(0.1), ConfigThreshold.local(ThresholdType.LOCAL_SQUARE, 10), ImageFloat32.class);
squareBinaryFast(new ConfigFiducialBinary(0.1),100,ImageFloat32.class);
// new ConfigFiducialBinary(0.1), ConfigThreshold.fixed(100),ImageFloat32.class);


detector.setIntrinsic(param);
detector.setIntrinsic(param);
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VisualizeFiducial.drawCube(targetToSensor,param,detector.getWidth(i), 3, g2);
VisualizeFiducial.drawCube(targetToSensor,param,detector.getWidth(i), 3, g2);
// VisualizeFiducial.drawLabelCenter(targetToSensor,param,""+detector.getId(i), g2);
}
}



Revision as of 11:27, 9 November 2015

Demonstration how to detect square binary fiducials. Square binary fiducials encode a pattern in the fiducial's center which can describe up to 4096 unique targets.

Example Code:

Concepts:

  • Fiducials
  • Pose estimation

Relevant Examples/Tutorials:

Relevant Applets:

Example Code

/**
 * Detects square binary fiducials inside an image, writes out there pose, and visualizes a virtual flat cube
 * above them in the input image.
 *
 * @author Peter Abeles
 */
public class ExampleFiducialBinary {
	public static void main(String[] args) {

		String directory = UtilIO.pathExample("fiducial/binary");

		// load the lens distortion parameters and the input image
		IntrinsicParameters param = UtilIO.loadXML(directory , "intrinsic.xml");
		BufferedImage input = UtilImageIO.loadImage(directory , "image0000.jpg");
//		BufferedImage input = UtilImageIO.loadImage(directory , "image0001.jpg");
//		BufferedImage input = UtilImageIO.loadImage(directory , "image0002.jpg");
		ImageFloat32 original = ConvertBufferedImage.convertFrom(input,true, ImageType.single(ImageFloat32.class));

		// Detect the fiducial
		FiducialDetector<ImageFloat32> detector = FactoryFiducial.squareBinary(
				new ConfigFiducialBinary(0.1), ConfigThreshold.local(ThresholdType.LOCAL_SQUARE, 10), ImageFloat32.class);
//				new ConfigFiducialBinary(0.1), ConfigThreshold.fixed(100),ImageFloat32.class);

		detector.setIntrinsic(param);

		detector.detect(original);

		// print the results
		Graphics2D g2 = input.createGraphics();
		Se3_F64 targetToSensor = new Se3_F64();
		for (int i = 0; i < detector.totalFound(); i++) {
			System.out.println("Target ID = "+detector.getId(i));
			detector.getFiducialToCamera(i, targetToSensor);
			System.out.println("Location:");
			System.out.println(targetToSensor);

			VisualizeFiducial.drawCube(targetToSensor,param,detector.getWidth(i), 3, g2);
//			VisualizeFiducial.drawLabelCenter(targetToSensor,param,""+detector.getId(i), g2);
		}

		ShowImages.showWindow(input,"Fiducials",true);

	}
}