slic.h File Reference

SLIC superpixels (Simple Linear Iterative Clustering (SLIC)) More...

#include "generic.h"

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Functions
VL_EXPORT void	vl_slic_segment (vl_uint32 *segmentation, float const *image, vl_size width, vl_size height, vl_size numChannels, vl_size regionSize, float regularization, vl_size minRegionSize)
	SLIC superpixel segmentation.

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Detailed Description

SLIC superpixels (Simple Linear Iterative Clustering (SLIC))

Author:

Andrea Vedaldi

Definition in file slic.h.

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Function Documentation

VL_EXPORT void vl_slic_segment	(	vl_uint32 *	segmentation,
		float const *	image,
		vl_size	width,
		vl_size	height,
		vl_size	numChannels,
		vl_size	regionSize,
		float	regularization,
		vl_size	minRegionSize
	)

SLIC superpixel segmentation.

Parameters:

segmentation	segmentation.
image	image to segment.
width	image width.
height	image height.
numChannels	number of image channels (depth).
regionSize	nominal size of the regions.
regularization	trade-off between appearance and spatial terms.
minRegionSize	minimum size of a segment.

The function computes the SLIC superpixels of the specified image image. image is a pointer to an width by height by by numChannles array of float. segmentation is a pointer to a width by height array of vl_uint32. segmentation contain the labels of each image pixels, from 0 to the number of regions minus one.

See also:

Overview, Technical details

Definition at line 170 of file slic.c.