kofes/satellite_image_analyze

Satellite library(fft, variogram,...)

Satellite lib

The Satellite lib is a C++ library created to manage earth-images from satellites and analize it.

Math

Math - module with the implementation of statistical methods, aimed at analyzing images and identifying characteristic homogeneous areas.

Most useful functions

getPixelsInLine ( X0, Y0, X1, Y1 )

Returns: std::queue<double>

Computes the Cartesian coordinates of the pixels intersected by the line (X0, Y0)-(X1, Y1) (The Brezenham algorithm)

getPixelsInCircle ( X, Y, R )

Returns: std::queue<double>

Computes the Cartesian coordinates of the pixels intersected by the circle with the center at the point (X, Y) and the radius R (The Brezenham algorithm)

d ( X0, Y0, X1, Y1, H, Image )

Returns: double

Computes the "drift" function of the Image's fragment located between points (X0, Y0) and (X1, Y1) with "log" H

cov ( X0, Y0, X1, Y1, H, Image )

Returns: double

Computes the "covariance" function of the Image's fragment located between points (X0, Y0) and (X1, Y1) with "log" H

r ( X0, Y0, X1, Y1, H, Image )

Returns: double

Computes the "correlation" function of the Image's fragment located between points (X0, Y0) and (X1, Y1) with "log" H

g ( X0, Y0, X1, Y1, H, Image )

Returns: double

Computes the "semivariance" function of the Image's fragment located between points (X0, Y0) and (X1, Y1) with "log" H

leastSquares ( Degree, X, Y, {Diff = 1e-2} )

Returns: std::vector<double>

Computes the coefficients of the polynomial function with a degree of Degree using the least squares method (for solving the resulting system of linear algebraic equations used Gauss-Seidel method with the error Diff)

moment ( X, {Central = 0, {Degree = 1}} )

Returns: double

Computes the "moment" function of the vector X

first_row_moment ( X, {Degree = 1} )

Returns: double

Computes the "row moment" function of the vector X

central_moment ( X, {Degree = 2} )

Returns: double

Computes the "central moment" function of the vector X

cov ( X, Y )

Returns: double

Computes the "covariance" function of the vector X and vector Y

threshold_Otsu ( X )

Returns: std::pair<size_t, double>

Computes the Otsu's threshold and param SC of the vector X

fft ( Src )

Returns: std::vector< std::complex<double> >

Makes Fast Fourier transform of the vector Src

ifft ( Src )

Returns: std::vector< std::complex<double> >

Makes Inverse fast Fourier transform of the vector Src

tapering( Src, Win )

Returns: std::vector<T>

Application of the Win function to the vector Src

Class Pack

Class Pack is class-container, that contain the values of "drift", "covariance" and "semivariance" and method calc:

calc ( X0, Y0, X1, Y1, H, Image )

Returns: Pack

Computes the values of "drift", "covariance" and "semivariance" in parralel.

Image

Image - module with the implementation of class-container Image with some manipulation methods.

Most useful methods

width ()

Returns: unsigned short

Get width of Image

height ()

Returns: unsigned short

Get height of Image

operator[] ( Index )

Returns: const unsigned short*

Get line with index Index from Image

changeMaxMin ( MinColor, MaxColor )

Returns: void

Set max and min color of Image

binary ( Border )

Returns: void

Binarizes the Image: sets all pixels less than Border to 0; unless to 255

friend operator< ( std::ofstream& Output, Image )

Returns: std::ofstream&

Write Image to output

satellite::Image& setShapes ( X0, Y0, Dx, Dy, {Radius=0}, {Distance=0}, {Err=0}, {Type=Shape::CIRCLE}, {Fill=ShapeFill::DEFAULT} )

Returns: void

Draw shapes (from enum Shape with radius (Radius) and distance between (in the range from Distance * (1-err) to Distance) and set it filled (ShapeFill::SOLID) or not (ShapeFill::DEFAULT)) into rectangle started from (X0,Y0) with width Dx and height Dy

Passport

Passport - module with the implementation of container classes passport::Default and passport::Proection used to read and present the passport data of satellite-format images (http://www.satellite.dvo.ru/contentid-14.html)