Classes
class	CRGBColorModel
	Training and application of an RGB color model on the basis of the Mahalanobis distance. More...
Functions
bool	ImageProcessor::FilterRGB (const CByteImage pInputImage, CByteImage pOutputImage, CRGBColorModel *pColorModel, float fThreshold)
	Performs color filtering with binarization for an RGB CByteImage, given a CRGBColorModel, and writes the result to a grayscale CByteImage.
bool	ImageProcessor::CalculateHSVImage (const CByteImage pInputImage, CByteImage pOutputImage, const MyRegion *pROI=0)
	Computes the HSV image for a RGB CByteImage and writes the result to a CByteImage.
bool	ImageProcessor::FilterHSV (const CByteImage pInputImage, CByteImage pOutputImage, unsigned char hue, unsigned char tol_hue, unsigned char min_sat, unsigned char max_sat, unsigned char min_v, unsigned char max_v, const MyRegion *pROI=0)
	Performs color filtering with binarization for an HSV CByteImage and writes the result to a grayscale CByteImage.
bool	ImageProcessor::FilterHSV2 (const CByteImage pInputImage, CByteImage pOutputImage, unsigned char min_hue, unsigned char max_hue, unsigned char min_sat, unsigned char max_sat, unsigned char min_v, unsigned char max_v, const MyRegion *pROI=0)
	Performs color filtering with binarization for an HSV CByteImage and writes the result to a grayscale CByteImage.

Function Documentation

bool ImageProcessor::CalculateHSVImage	(	const CByteImage *	pInputImage,
		CByteImage *	pOutputImage,
		const MyRegion *	pROI = `0`
	)

Computes the HSV image for a RGB CByteImage and writes the result to a CByteImage.

Converts each pInputImage from RGB24 to HSV24 (Hue, Saturation, Value) and writes the result pOutputImage.

The width and height of pInputImage and pOutputImage must match.
pInputImage and pOutputImage must be both of type CByteImage::eRGB24.

The pixels of pOutputImage are after completion encoded according to the HSV color model, although the type of the image is CByteImage::eRGB24. The values S (Saturation) and V (Value) have a possible range of [0, 255]. The value H (Hue) has a possible range of [0, 179].

As this is a point operation, there is no copy overhead if pInputImage and pOutputImage share the same memory area.

Parameters:

pInputImage	The input image.
pOutputImage	The output image.
pROI	Describes the area containing the pixels which shall be converted. If pROI is 0, then the whole image is processed.

Definition at line 4491 of file ImageProcessor.cpp.

bool ImageProcessor::FilterHSV	(	const CByteImage *	pInputImage,
		CByteImage *	pOutputImage,
		unsigned char	hue,
		unsigned char	tol_hue,
		unsigned char	min_sat,
		unsigned char	max_sat,
		unsigned char	min_v,
		unsigned char	max_v,
		const MyRegion *	pROI = `0`
	)

Performs color filtering with binarization for an HSV CByteImage and writes the result to a grayscale CByteImage.

The color segmentation is performed using fixed bounds (with the operator <= and >=) for each color channel, except of hue where a center value and a +- tolerance are specified.

The width and height of pInputImage and pOutputImage must match.

Parameters:

pInputImage	The input image. Must be of type CByteImage::eRGB24 and is assumed to be an HSV image (see also CalculateHSVImage(const CByteImage, CByteImage, const *pROI)).
pOutputImage	The output image. Must be of type CByteImage::eGrayScale.
hue	The hue center.
tol_hue	The hue tolerance.
min_sat	The minimum saturation.
max_sat	The maximum saturation.
min_v	The minimum value.
max_v	The maximum value.
pROI	Describes the area containing the pixels which shall be processed. If pROI is 0, then the whole image is processed.

Definition at line 3983 of file ImageProcessor.cpp.

bool ImageProcessor::FilterHSV2	(	const CByteImage *	pInputImage,
		CByteImage *	pOutputImage,
		unsigned char	min_hue,
		unsigned char	max_hue,
		unsigned char	min_sat,
		unsigned char	max_sat,
		unsigned char	min_v,
		unsigned char	max_v,
		const MyRegion *	pROI = `0`
	)

Performs color filtering with binarization for an HSV CByteImage and writes the result to a grayscale CByteImage.

The color segmentation is performed using fixed bounds (with the operator <= and >=) for each color channel.

The width and height of pInputImage and pOutputImage must match.

Parameters:

pInputImage	The input image. Must be of type CByteImage::eRGB24 and is assumed to be a HSV image (see also CalculateHSVImage(const CByteImage, CByteImage, const *pROI)).
pOutputImage	The output image. Must be of type CByteImage::eGrayScale.
min_hue	The minimum hue.
max_hue	The maximum hue.
min_sat	The minimum saturation.
max_sat	The maximum saturation.
min_v	The minimum value.
max_v	The maximum value.
pROI	Describes the area containing the pixels which shall be processed. If pROI is 0, then the whole image is processed.

Definition at line 4010 of file ImageProcessor.cpp.

bool ImageProcessor::FilterRGB	(	const CByteImage *	pInputImage,
		CByteImage *	pOutputImage,
		CRGBColorModel *	pColorModel,
		float	fThreshold
	)

Performs color filtering with binarization for an RGB CByteImage, given a CRGBColorModel, and writes the result to a grayscale CByteImage.

Calculates the color probability of each pixel in pInputImage based on the Mahalanobis distance and write the result to pOutputImage.

Using the covariance matrix C the Mahalanobis distance is calculated by $f_{+}(x) = exp(-\frac{1}{2}(x - \bar x)^T C^{-1} (x - \bar x))$ . pOutputImage is a binary image.

The width and height of pInputImage and pOutputImage must match.

Parameters:

pInputImage	The input image. Must be of type CByteImage::eRGB24.
pOutputImage	The output image. Must be of type CByteImage::eGrayScale.
pColorModel	The color model.
fThreshold	The threshold value. All color probabilities > fThreshold are set to 255, all other to 0.

Definition at line 3960 of file ImageProcessor.cpp.

Classes

Functions

Function Documentation