Difference between revisions of "Example Color Space"

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Example of how to convert between different color spaces in BoofCV.  Either the whole image can be coverted or individual values.
Example of how to convert between different color spaces in BoofCV.  Either the whole image can be converted or individual values.


Example Code:
Example Code:
* [https://github.com/lessthanoptimal/BoofCV/blob/v0.20/examples/src/boofcv/examples/imageprocessing/ExampleColorSpace.java ExampleColorSpace.java]
* [https://github.com/lessthanoptimal/BoofCV/blob/v0.23/examples/src/boofcv/examples/imageprocessing/ExampleColorSpace.java ExampleColorSpace.java]


Concepts:
Concepts:
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// Convert input image into a BoofCV RGB image
// Convert input image into a BoofCV RGB image
MultiSpectral<ImageFloat32> rgb = ConvertBufferedImage.convertFromMulti(image, null,true, ImageFloat32.class);
Planar<GrayF32> rgb = ConvertBufferedImage.convertFromMulti(image, null,true, GrayF32.class);


//---- convert RGB image into different color formats
//---- convert RGB image into different color formats
MultiSpectral<ImageFloat32> hsv = rgb.createSameShape();
Planar<GrayF32> hsv = rgb.createSameShape();
ColorHsv.rgbToHsv_F32(rgb, hsv);
ColorHsv.rgbToHsv_F32(rgb, hsv);


MultiSpectral<ImageFloat32> yuv = rgb.createSameShape();
Planar<GrayF32> yuv = rgb.createSameShape();
ColorYuv.yuvToRgb_F32(rgb, yuv);
ColorYuv.yuvToRgb_F32(rgb, yuv);



Revision as of 20:43, 27 March 2016

Example of how to convert between different color spaces in BoofCV. Either the whole image can be converted or individual values.

Example Code:

Concepts:

  • Color space

Relevant Examples:

Relevant Applets:

Example Code

/**
 * Simple demonstration for converting between color spaces in BoofCV. Currently RGB, YUV, HSV, and YCbCr are
 * supported.
 *
 * @author Peter Abeles
 */
public class ExampleColorSpace {

	public static void main( String args[] ) {
		BufferedImage image = UtilImageIO.loadImage(UtilIO.pathExample("sunflowers.jpg"));

		// Convert input image into a BoofCV RGB image
		Planar<GrayF32> rgb = ConvertBufferedImage.convertFromMulti(image, null,true, GrayF32.class);

		//---- convert RGB image into different color formats
		Planar<GrayF32> hsv = rgb.createSameShape();
		ColorHsv.rgbToHsv_F32(rgb, hsv);

		Planar<GrayF32> yuv = rgb.createSameShape();
		ColorYuv.yuvToRgb_F32(rgb, yuv);

		//---- Convert individual pixels into different formats
		float[] pixelHsv = new float[3];
		ColorHsv.rgbToHsv(10,50.6f,120,pixelHsv);
		System.out.printf("Found RGB->HSV = %5.2f %5.3f %5.1f\n",pixelHsv[0],pixelHsv[1],pixelHsv[2]);

		float[] pixelRgb = new float[3];
		ColorHsv.hsvToRgb(pixelHsv[0],pixelHsv[1],pixelHsv[2],pixelRgb);
		System.out.printf("Found HSV->RGB = %5.1f %5.1f %5.1f expected 10 50.6 120\n",
				pixelRgb[0],pixelRgb[1],pixelRgb[2]);

		float[] pixelYuv = new float[3];
		ColorYuv.rgbToYuv(10,50.6f,120,pixelYuv);
		System.out.printf("Found RGB->YUV = %5.1f %5.1f %5.1f\n",pixelYuv[0],pixelYuv[1],pixelYuv[2]);

		ColorYuv.yuvToRgb(pixelYuv[0],pixelYuv[1],pixelYuv[2],pixelRgb);
		System.out.printf("Found YUV->RGB = %5.1f %5.1f %5.1f expected 10 50.6 120\n",
				pixelRgb[0],pixelRgb[1],pixelRgb[2]);
	}
}