Module opencv::fuzzy

Image processing based on fuzzy mathematics

Namespace for all functions is ft. The module brings implementation of the last image processing algorithms based on fuzzy mathematics. Method are named based on the pattern FT_degree_dimension_method.

Math with F0-transform support

Fuzzy transform (-transform) of the 0th degree transforms whole image to a matrix of its components. These components are used in latter computation where each of them represents average color of certain subarea.

Math with F1-transform support

Fuzzy transform (-transform) of the 1th degree transforms whole image to a matrix of its components. Each component is polynomial of the 1th degree carrying information about average color and average gradient of certain subarea.

Fuzzy image processing

Image proceesing based on fuzzy mathematics namely F-transform.

Modules

• prelude

Constants

• ITERATIVE
  processing in several iterations
• LINEAR
  linear (triangular) shape
• MULTI_STEP
  processing in multiple step
• ONE_STEP
  processing in one step
• SINUS
  sinusoidal shape

Functions

• create_kernel
  Creates kernel from general functions.
• create_kernel1
  Creates kernel from basic functions.
• filter
  Image filtering
• ft02_d_components
  Computes components of the array using direct inline formula-transform.
• ft02_d_fl_process
  Sligtly less accurate version of inline formula-transfrom computation optimized for higher speed. The methods counts with linear basic function.
• ft02_d_fl_process_float
  Sligtly less accurate version of inline formula-transfrom computation optimized for higher speed. The methods counts with linear basic function.
• ft02_d_inverse_ft
  Computes inverse inline formula-transfrom.
• ft02_d_iteration
  Computes inline formula-transfrom and inverse inline formula-transfrom at once and return state.
• ft02_d_process
  Computes inline formula-transfrom and inverse inline formula-transfrom at once.
• ft12_d_components
  Computes components of the array using direct inline formula-transform.
• ft12_d_create_polynom_matrix_horizontal
  Creates horizontal matrix for inline formula-transform computation.
• ft12_d_create_polynom_matrix_vertical
  Creates vertical matrix for inline formula-transform computation.
• ft12_d_inverse_ft
  Computes inverse inline formula-transfrom.
• ft12_d_polynomial
  Computes elements of inline formula-transform components.
• ft12_d_process
  Computes inline formula-transfrom and inverse inline formula-transfrom at once.
• inpaint
  Image inpainting