JWS C Library
C language utility library
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Declarations for the image block surface detector. More...
#include <jwsc/config.h>
#include <stdlib.h>
#include <inttypes.h>
#include "jwsc/base/error.h"
#include "jwsc/vector/vector.h"
#include "jwsc/imgblock/imgblock.h"
#include "jwsc/matblock/matblock.h"
Go to the source code of this file.
Data Structures | |
struct | Surface_point_f |
Surface point in an image block or matrix block (single-sampled image). More... | |
struct | Surface_patch_f |
A patch of surface on a plane defined by the position and orientation of a Surface_point_f. More... | |
Functions | |
detect_imgblock_surface_points | |
Detects surface points in each sample of an image block. | |
Error * | detect_imgblock_surface_points_f (Surface_point_f **r_pts_out, uint32_t *num_r_pts_out, Surface_point_f **g_pts_out, uint32_t *num_g_pts_out, Surface_point_f **b_pts_out, uint32_t *num_b_pts_out, const Imgblock_f *img, float sigma, float grad_img_weight, float grad_row_weight, float grad_col_weight, float begin_thresh, float end_thresh) |
Detects surface points in each sample of a single precision image block. | |
detect_matblock_surface_points | |
Detects surface points in a matrix block (single-sample image block). | |
Error * | detect_matblock_surface_points_f (Surface_point_f **pts_out, uint32_t *num_pts_out, const Matblock_f *m, float sigma, float grad_mat_weight, float grad_row_weight, float grad_col_weight, float begin_thresh, float end_thresh) |
Detects surface points in a single precision matrix block (single-sample image block). | |
sample_surface_points | |
Randomly samples surface points from an array of them. | |
void | sample_surface_points_f (Surface_point_f **pts_out, uint32_t *num_pts_out, const Surface_point_f *pts_in, uint32_t num_pts_in, float p) |
Randomly samples single precision surface points from an array of them. | |
color_surface_points | |
Colors surface points in an image block. | |
void | color_surface_points_f (Imgblock_f **img_out, const Imgblock_f *img_in, const Surface_point_f *pts, uint32_t num_pts, const Pixel_f *pxl) |
Colors single precision surface points in an image block. | |
read_surface_points | |
Reads an array of surface points in ASCII format from a file. | |
Error * | read_surface_points_f (Surface_point_f **pts_out, uint32_t *num_pts_out, const char *fname) |
Reads an array of single precision surface points in ASCII format from a file. | |
write_surface_points | |
Writes an array of surface points in ASCII format to a file. | |
Error * | write_surface_points_f (const Surface_point_f *pts, uint32_t num_pts, const char *fname) |
Writes an array of single precision surface pionts in ASCII format to a file. | |
create_surface_patch | |
Creates a Surface_patch from a Surface_point. | |
void | create_surface_patch_f (Surface_patch_f **patch_out, const Surface_point_f *point, float size, float x_scale, float y_scale, float z_scale) |
Creates a Surface_patch_f from a Surface_point_f. | |
free_surface_patch | |
Frees a Surface_patch from a Surface_point. | |
void | free_surface_patch_f (Surface_patch_f *patch) |
Frees a Surface_patch_f. |
Declarations for the image block surface detector.
The surface detection algorithm is a variation of the standard Canny algorithm: the image block is convolved with the gradiant of Gaussian, then non-maximal suppression and hysterisis are applied to the resulting gradient map.
Definition in file surface.h.
Error* detect_imgblock_surface_points_f | ( | Surface_point_f ** | r_pts_out, |
uint32_t * | num_r_pts_out, | ||
Surface_point_f ** | g_pts_out, | ||
uint32_t * | num_g_pts_out, | ||
Surface_point_f ** | b_pts_out, | ||
uint32_t * | num_b_pts_out, | ||
const Imgblock_f * | img, | ||
float | sigma, | ||
float | grad_img_weight, | ||
float | grad_row_weight, | ||
float | grad_col_weight, | ||
float | begin_thresh, | ||
float | end_thresh | ||
) |
Detects surface points in each sample of a single precision image block.
Smoothed partial derivative kernels, non-maximal suppression, and hysteresis are used to trace out the surface points from the input image block.
r_pts_out | Result parameter. If *r_pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_r_pts_out | Result parameter. Number of surface points detected in the red sample. |
g_pts_out | Result parameter. If *g_pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_g_pts_out | Result parameter. Number of surface points detected in the green sample. |
b_pts_out | Result parameter. If *b_pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_b_pts_out | Result parameter. Number of surface points detected in the blue sample. |
img | Image block to get the surface points of. |
sigma | Parameter for the Gaussian kernel used for smoothing and surface detection. |
grad_img_weight | Gradient weight for the image component. |
grad_row_weight | Gradient weight for the row component. |
grad_col_weight | Gradient weight for the column component. |
begin_thresh | Used when scanning the image block to look for gradient magnitudes to follow under non-maximal suppression. |
end_thresh | Once a surface is found under non-maximal suppression, it is followed (perpendicular to the gradient) until the gradient magnitude falls below this threshold. |
Error* detect_matblock_surface_points_f | ( | Surface_point_f ** | pts_out, |
uint32_t * | num_pts_out, | ||
const Matblock_f * | m, | ||
float | sigma, | ||
float | grad_mat_weight, | ||
float | grad_row_weight, | ||
float | grad_col_weight, | ||
float | begin_thresh, | ||
float | end_thresh | ||
) |
Detects surface points in a single precision matrix block (single-sample image block).
Smoothed partial derivative kernels, non-maximal suppression, and hysteresis are used to trace out the surface points from the input image block.
pts_out | Result parameter. If *pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_pts_out | Result parameter. Number of surface points detected. |
m | Matrix block to get the surface points of. |
sigma | Parameter for the Gaussian kernel used for smoothing and surface detection. |
grad_mat_weight | Gradient weight for the matrix component. |
grad_row_weight | Gradient weight for the row component. |
grad_col_weight | Gradient weight for the column component. |
begin_thresh | Used when scanning the image block to look for gradient magnitudes to follow under non-maximal suppression. |
end_thresh | Once an surface is found under non-maximal suppression, it is followed (perpendicular to the gradient) until the gradient magnitude falls below this threshold. |
void sample_surface_points_f | ( | Surface_point_f ** | pts_out, |
uint32_t * | num_pts_out, | ||
const Surface_point_f * | pts_in, | ||
uint32_t | num_pts_in, | ||
float | p | ||
) |
Randomly samples single precision surface points from an array of them.
pts_out | Result parameter. If *pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_pts_out | Number of surface points sampled. |
pts_in | Array of surface points to sample from. |
num_pts_in | Number of surface points in pts_in. |
p | Bernoulli parameter; probability of sampling an surface point. |
void color_surface_points_f | ( | Imgblock_f ** | img_out, |
const Imgblock_f * | img_in, | ||
const Surface_point_f * | pts, | ||
uint32_t | num_pts, | ||
const Pixel_f * | pxl | ||
) |
Colors single precision surface points in an image block.
img_out | Result parameter. If *img_out is NULL, an image block is allocated; otherwise its space is re-used. |
img_in | Image block to color the edge points on. |
pts | Surface points to use. |
num_pts | Number of elements in pts. |
pxl | Pixel to use for coloring the surface points. |
Error* read_surface_points_f | ( | Surface_point_f ** | pts_out, |
uint32_t * | num_pts_out, | ||
const char * | fname | ||
) |
Reads an array of single precision surface points in ASCII format from a file.
The first line of the file must contain the number of surface points and each line after that must contain the parameters for one of those points. For example:
num_pts=3 col=0 row=0 mat=0 dcol=1 drow=1 dmat=2 intensity=1 col=9 row=8 mat=7 dcol=4 drow=1 dmat=3 intensity=1 col=1 row=2 mat=3 dcol=2 drow=1 dmat=0 intensity=1
pts_out | Result parameter. If *pts_out is NULL, an array of surface points is allocated; otherwise its space is re-used. |
num_pts_out | Number of surface points read from the file. |
fname | Name of the file to read from. |
Error* write_surface_points_f | ( | const Surface_point_f * | pts, |
uint32_t | num_pts, | ||
const char * | fname | ||
) |
Writes an array of single precision surface pionts in ASCII format to a file.
The first line of the file contains the number of surface points and each line after that contains the parameters for one of those points. For example:
num_pts=3 col=0 row=0 mat=0 dcol=1 drow=1 dmat=2 intensity=1 col=9 row=8 mat=7 dcol=4 drow=1 dmat=3 intensity=1 col=1 row=2 mat=3 dcol=2 drow=1 dmat=0 intensity=1
pts | Array of surface points to write. |
num_pts | Number of surface points write to the file. |
fname | Name of the file to write to. |
void create_surface_patch_f | ( | Surface_patch_f ** | patch_out, |
const Surface_point_f * | point, | ||
float | size, | ||
float | x_scale, | ||
float | y_scale, | ||
float | z_scale | ||
) |
Creates a Surface_patch_f from a Surface_point_f.
patch_out | Result parameter. |
point | Point to create a patch from. |
size | Length of each side of the patch. |
x_scale | Number of world units per column value in a surface point. |
y_scale | Number of world units per row value in a surface point. |
z_scale | Number of world units per image value in a surface point. |
Creates square shaped patches with each side of length size.
void free_surface_patch_f | ( | Surface_patch_f * | patch | ) |
Frees a Surface_patch_f.
patch | Surface_patch_f to free. |