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- //
- // This file is auto-generated. Please don't modify it!
- //
- #pragma once
- #ifdef __cplusplus
- //#import "opencv.hpp"
- #import "opencv2/ximgproc.hpp"
- #import "opencv2/ximgproc/slic.hpp"
- #else
- #define CV_EXPORTS
- #endif
- #import <Foundation/Foundation.h>
- #import "Algorithm.h"
- @class Mat;
- NS_ASSUME_NONNULL_BEGIN
- // C++: class SuperpixelSLIC
- /**
- * Class implementing the SLIC (Simple Linear Iterative Clustering) superpixels
- * algorithm described in CITE: Achanta2012.
- *
- * SLIC (Simple Linear Iterative Clustering) clusters pixels using pixel channels and image plane space
- * to efficiently generate compact, nearly uniform superpixels. The simplicity of approach makes it
- * extremely easy to use a lone parameter specifies the number of superpixels and the efficiency of
- * the algorithm makes it very practical.
- * Several optimizations are available for SLIC class:
- * SLICO stands for "Zero parameter SLIC" and it is an optimization of baseline SLIC described in CITE: Achanta2012.
- * MSLIC stands for "Manifold SLIC" and it is an optimization of baseline SLIC described in CITE: Liu_2017_IEEE.
- *
- * Member of `Ximgproc`
- */
- CV_EXPORTS @interface SuperpixelSLIC : Algorithm
- #ifdef __cplusplus
- @property(readonly)cv::Ptr<cv::ximgproc::SuperpixelSLIC> nativePtrSuperpixelSLIC;
- #endif
- #ifdef __cplusplus
- - (instancetype)initWithNativePtr:(cv::Ptr<cv::ximgproc::SuperpixelSLIC>)nativePtr;
- + (instancetype)fromNative:(cv::Ptr<cv::ximgproc::SuperpixelSLIC>)nativePtr;
- #endif
- #pragma mark - Methods
- //
- // int cv::ximgproc::SuperpixelSLIC::getNumberOfSuperpixels()
- //
- /**
- * Calculates the actual amount of superpixels on a given segmentation computed
- * and stored in SuperpixelSLIC object.
- */
- - (int)getNumberOfSuperpixels NS_SWIFT_NAME(getNumberOfSuperpixels());
- //
- // void cv::ximgproc::SuperpixelSLIC::iterate(int num_iterations = 10)
- //
- /**
- * Calculates the superpixel segmentation on a given image with the initialized
- * parameters in the SuperpixelSLIC object.
- *
- * This function can be called again without the need of initializing the algorithm with
- * createSuperpixelSLIC(). This save the computational cost of allocating memory for all the
- * structures of the algorithm.
- *
- * @param num_iterations Number of iterations. Higher number improves the result.
- *
- * The function computes the superpixels segmentation of an image with the parameters initialized
- * with the function createSuperpixelSLIC(). The algorithms starts from a grid of superpixels and
- * then refines the boundaries by proposing updates of edges boundaries.
- */
- - (void)iterate:(int)num_iterations NS_SWIFT_NAME(iterate(num_iterations:));
- /**
- * Calculates the superpixel segmentation on a given image with the initialized
- * parameters in the SuperpixelSLIC object.
- *
- * This function can be called again without the need of initializing the algorithm with
- * createSuperpixelSLIC(). This save the computational cost of allocating memory for all the
- * structures of the algorithm.
- *
- *
- * The function computes the superpixels segmentation of an image with the parameters initialized
- * with the function createSuperpixelSLIC(). The algorithms starts from a grid of superpixels and
- * then refines the boundaries by proposing updates of edges boundaries.
- */
- - (void)iterate NS_SWIFT_NAME(iterate());
- //
- // void cv::ximgproc::SuperpixelSLIC::getLabels(Mat& labels_out)
- //
- /**
- * Returns the segmentation labeling of the image.
- *
- * Each label represents a superpixel, and each pixel is assigned to one superpixel label.
- *
- * @param labels_out Return: A CV_32SC1 integer array containing the labels of the superpixel
- * segmentation. The labels are in the range [0, getNumberOfSuperpixels()].
- *
- * The function returns an image with the labels of the superpixel segmentation. The labels are in
- * the range [0, getNumberOfSuperpixels()].
- */
- - (void)getLabels:(Mat*)labels_out NS_SWIFT_NAME(getLabels(labels_out:));
- //
- // void cv::ximgproc::SuperpixelSLIC::getLabelContourMask(Mat& image, bool thick_line = true)
- //
- /**
- * Returns the mask of the superpixel segmentation stored in SuperpixelSLIC object.
- *
- * @param image Return: CV_8U1 image mask where -1 indicates that the pixel is a superpixel border,
- * and 0 otherwise.
- *
- * @param thick_line If false, the border is only one pixel wide, otherwise all pixels at the border
- * are masked.
- *
- * The function return the boundaries of the superpixel segmentation.
- */
- - (void)getLabelContourMask:(Mat*)image thick_line:(BOOL)thick_line NS_SWIFT_NAME(getLabelContourMask(image:thick_line:));
- /**
- * Returns the mask of the superpixel segmentation stored in SuperpixelSLIC object.
- *
- * @param image Return: CV_8U1 image mask where -1 indicates that the pixel is a superpixel border,
- * and 0 otherwise.
- *
- * are masked.
- *
- * The function return the boundaries of the superpixel segmentation.
- */
- - (void)getLabelContourMask:(Mat*)image NS_SWIFT_NAME(getLabelContourMask(image:));
- //
- // void cv::ximgproc::SuperpixelSLIC::enforceLabelConnectivity(int min_element_size = 25)
- //
- /**
- * Enforce label connectivity.
- *
- * @param min_element_size The minimum element size in percents that should be absorbed into a bigger
- * superpixel. Given resulted average superpixel size valid value should be in 0-100 range, 25 means
- * that less then a quarter sized superpixel should be absorbed, this is default.
- *
- * The function merge component that is too small, assigning the previously found adjacent label
- * to this component. Calling this function may change the final number of superpixels.
- */
- - (void)enforceLabelConnectivity:(int)min_element_size NS_SWIFT_NAME(enforceLabelConnectivity(min_element_size:));
- /**
- * Enforce label connectivity.
- *
- * superpixel. Given resulted average superpixel size valid value should be in 0-100 range, 25 means
- * that less then a quarter sized superpixel should be absorbed, this is default.
- *
- * The function merge component that is too small, assigning the previously found adjacent label
- * to this component. Calling this function may change the final number of superpixels.
- */
- - (void)enforceLabelConnectivity NS_SWIFT_NAME(enforceLabelConnectivity());
- @end
- NS_ASSUME_NONNULL_END
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