boofcv.alg.misc

Class GPixelMath

java.lang.Object

boofcv.alg.misc.GPixelMath

public class GPixelMath
extends java.lang.Object

Generalized version of PixelMath. Type checking is performed at runtime instead of at compile type.

Constructor Summary

Constructors

Constructor and Description
GPixelMath()

Method Summary

Modifier and Type	Method and Description
static <T extends ImageSingleBand> void	abs(T input, T output) Sets each pixel in the output image to be the absolute value of the input image.
static <T extends ImageSingleBand,O extends ImageSingleBand> void	add(T inputA, T inputB, O output) Performs pixel-wise addition d(x,y) = inputA(x,y) + inputB(x,y)
static <T extends ImageSingleBand> void	averageBand(MultiSpectral<T> input, T output) Computes the average for each pixel across all bands in the MultiSpectral image.
static <T extends ImageSingleBand> void	boundImage(T input, double min, double max) Bounds image pixels to be between these two values.
static <T extends ImageSingleBand> void	diffAbs(T inputA, T inputB, T output) Computes the absolute value of the difference between each pixel in the two images. d(x,y) = |img1(x,y) - img2(x,y)|
static <T extends ImageSingleBand> void	divide(T input, double denominator, double lower, double upper, T output) Divide each element by a scalar value and bounds the result.
static <T extends ImageSingleBand> void	divide(T input, double denominator, T output) Divide each element by a scalar value.
static <T extends ImageSingleBand> void	divide(T imgA, T imgB, T output) Performs pixel-wise division output(x,y) = imgA(x,y) / imgB(x,y)
static <T extends ImageSingleBand> void	invert(T input, T output) Changes the sign of every pixel in the image: output[x,y] = -input[x,y] Can only be used on signed images.
static <T extends ImageSingleBand> void	log(T input, T output) Sets each pixel in the output image to log( 1 + input(x,y)) of the input image.
static <T extends ImageSingleBand> void	minus(double value, T input, double lower, double upper, T output) Subtracts the value of each element from a scalar value.
static <T extends ImageSingleBand> void	minus(double value, T input, T output) Subtracts the value of each element from a scalar value.
static <T extends ImageSingleBand> void	minus(T input, double value, double lower, double upper, T output) Subtracts a scalar value from each element.
static <T extends ImageSingleBand> void	minus(T input, double value, T output) Subtracts a scalar value from each element.
static <T extends ImageSingleBand> void	multiply(T input, double value, double lower, double upper, T output) Multiply each element by a scalar value and bounds the result.
static <T extends ImageSingleBand> void	multiply(T input, double value, T output) Multiply each element by a scalar value.
static <T extends ImageSingleBand> void	multiply(T imgA, T imgB, T output) Performs pixel-wise multiplication output(x,y) = imgA(x,y) * imgB(x,y)
static <T extends ImageSingleBand> void	plus(T input, double value, double lower, double upper, T output) Add a scalar value to each element and bounds the result.
static <T extends ImageSingleBand> void	plus(T input, double value, T output) Each element has the specified number added to it.
static <T extends ImageSingleBand> void	pow2(T input, T output) Raises each pixel in the input image to the power of two.
static <T extends ImageSingleBand> void	sqrt(T input, T output) Computes the square root of each pixel in the input image.
static <T extends ImageBase,O extends ImageBase> void	subtract(T inputA, T inputB, O output) Performs pixel-wise subtraction, but ensures the result is between two bounds. d(x,y) = imgA(x,y) - imgB(x,y)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GPixelMath

public GPixelMath()

Method Detail

abs

public static <T extends ImageSingleBand> void abs(T input,
                                                   T output)

Sets each pixel in the output image to be the absolute value of the input image. Both the input and output image can be the same instance.

Parameters:

input - The input image. Not modified.

output - Where the absolute value image is written to. Modified.

invert

public static <T extends ImageSingleBand> void invert(T input,
                                                      T output)

Changes the sign of every pixel in the image: output[x,y] = -input[x,y] Can only be used on signed images.

Parameters:

input - The input image. Not modified.

output - Where the inverted image is written to. Modified.

divide

public static <T extends ImageSingleBand> void divide(T input,
                                                      double denominator,
                                                      T output)

Divide each element by a scalar value. Both input and output images can be the same instance.

Parameters:

input - The input image. Not modified.

denominator - What each element is divided by.

output - The output image. Modified.

divide

public static <T extends ImageSingleBand> void divide(T input,
                                                      double denominator,
                                                      double lower,
                                                      double upper,
                                                      T output)

Divide each element by a scalar value and bounds the result. Both input and output images can be the same instance.

Parameters:

input - The input image. Not modified.

denominator - What each element is divided by.

lower - Lower bound on output. Inclusive.

upper - Upper bound on output. Inclusive.

output - The output image. Modified.

divide

public static <T extends ImageSingleBand> void divide(T imgA,
                                                      T imgB,
                                                      T output)

Performs pixel-wise division
output(x,y) = imgA(x,y) / imgB(x,y)

Only floating point images are supported.

Parameters:

imgA - Input image. Not modified.

imgB - Input image. Not modified.

output - Output image. Modified.

multiply

public static <T extends ImageSingleBand> void multiply(T input,
                                                        double value,
                                                        T output)

Multiply each element by a scalar value. Both input and output images can be the same instance.

Parameters:

input - The input image. Not modified.

value - What each element is multiplied by.

output - The output image. Modified.

multiply

public static <T extends ImageSingleBand> void multiply(T input,
                                                        double value,
                                                        double lower,
                                                        double upper,
                                                        T output)

Multiply each element by a scalar value and bounds the result. Both input and output images can be the same instance.

Parameters:

input - The input image. Not modified.

value - What each element is multiplied by.

lower - Lower bound on output. Inclusive.

upper - Upper bound on output. Inclusive.

output - The output image. Modified.

multiply

public static <T extends ImageSingleBand> void multiply(T imgA,
                                                        T imgB,
                                                        T output)

Performs pixel-wise multiplication
output(x,y) = imgA(x,y) * imgB(x,y)

Only floating point images are supported.

Parameters:

imgA - Input image. Not modified.

imgB - Input image. Not modified.

output - Output image. Modified.

log

public static <T extends ImageSingleBand> void log(T input,
                                                   T output)

Sets each pixel in the output image to log( 1 + input(x,y)) of the input image. Both the input and output image can be the same instance.

Parameters:

input - The input image. Not modified.

output - Where the log image is written to. Modified.

pow2

public static <T extends ImageSingleBand> void pow2(T input,
                                                    T output)

Raises each pixel in the input image to the power of two. Both the input and output image can be the same instance.

Parameters:

input - The input image. Not modified.

output - Where the pow2 image is written to. Modified.

sqrt

public static <T extends ImageSingleBand> void sqrt(T input,
                                                    T output)

Computes the square root of each pixel in the input image. Both the input and output image can be the same instance.

Parameters:

input - The input image. Not modified.

output - Where the sqrt() image is written to. Modified.

plus

public static <T extends ImageSingleBand> void plus(T input,
                                                    double value,
                                                    T output)

Each element has the specified number added to it. Both input and output images can be the same.

Parameters:

input - The input image. Not modified.

value - What is added to each element.

output - The output image. Modified.

plus

public static <T extends ImageSingleBand> void plus(T input,
                                                    double value,
                                                    double lower,
                                                    double upper,
                                                    T output)

Add a scalar value to each element and bounds the result. Both input and output images can be the same instance.

Parameters:

input - The input image. Not modified.

value - What is added to each element.

lower - Lower bound on output. Inclusive.

upper - Upper bound on output. Inclusive.

output - The output image. Modified.

minus

public static <T extends ImageSingleBand> void minus(T input,
                                                     double value,
                                                     T output)

Subtracts a scalar value from each element. Both input and output images can be the same instance.

output = input - value

Parameters:

input - The input image. Not modified.

value - What is subtracted from each element in input.

output - The output image. Modified.

minus

public static <T extends ImageSingleBand> void minus(double value,
                                                     T input,
                                                     T output)

Subtracts the value of each element from a scalar value. Both input and output images can be the same instance.

output = value - input

Parameters:

value - Value on left side of equation.

input - The input image, elements subtracted from value. Not modified.

output - The output image. Modified.

minus

public static <T extends ImageSingleBand> void minus(T input,
                                                     double value,
                                                     double lower,
                                                     double upper,
                                                     T output)

Subtracts a scalar value from each element. Both input and output images can be the same instance.

output = input - value

Parameters:

input - The input image. Not modified.

value - What is subtracted from each element.

lower - Lower bound on output. Inclusive.

upper - Upper bound on output. Inclusive.

output - The output image. Modified.

minus

public static <T extends ImageSingleBand> void minus(double value,
                                                     T input,
                                                     double lower,
                                                     double upper,
                                                     T output)

Subtracts the value of each element from a scalar value. Both input and output images can be the same instance.

output = value - input

Parameters:

value - Left side of equation.

input - The input image. Not modified.

lower - Lower bound on output. Inclusive.

upper - Upper bound on output. Inclusive.

output - The output image. Modified.

add

public static <T extends ImageSingleBand,O extends ImageSingleBand> void add(T inputA,
                                                                             T inputB,
                                                                             O output)

Performs pixel-wise addition
d(x,y) = inputA(x,y) + inputB(x,y)

Parameters:

inputA - Input image. Not modified.

inputB - Input image. Not modified.

output - Output image. Modified.

subtract

public static <T extends ImageBase,O extends ImageBase> void subtract(T inputA,
                                                                      T inputB,
                                                                      O output)

Performs pixel-wise subtraction, but ensures the result is between two bounds.
d(x,y) = imgA(x,y) - imgB(x,y)

Parameters:

inputA - Input image. Not modified.

inputB - Input image. Not modified.

output - Output image. Modified.

boundImage

public static <T extends ImageSingleBand> void boundImage(T input,
                                                          double min,
                                                          double max)

Bounds image pixels to be between these two values.

Parameters:

input - Input image.

min - minimum value. Inclusive.

max - maximum value. Inclusive.

diffAbs

public static <T extends ImageSingleBand> void diffAbs(T inputA,
                                                       T inputB,
                                                       T output)

Computes the absolute value of the difference between each pixel in the two images.
d(x,y) = |img1(x,y) - img2(x,y)|

Parameters:

inputA - Input image. Not modified.

inputB - Input image. Not modified.

output - Absolute value of difference image. Modified.

averageBand

public static <T extends ImageSingleBand> void averageBand(MultiSpectral<T> input,
                                                           T output)

Computes the average for each pixel across all bands in the MultiSpectral image.

Parameters:

input - MultiSpectral image

output - Gray scale image containing average pixel values