Struct SuperpixelSLIC

pub struct SuperpixelSLIC { /* private fields */ }

Class implementing the SLIC (Simple Linear Iterative Clustering) superpixels algorithm described in 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 Achanta2012. MSLIC stands for “Manifold SLIC” and it is an optimization of baseline SLIC described in Liu_2017_IEEE.

Trait Implementations

impl AlgorithmTrait for SuperpixelSLIC

fn as_raw_mut_Algorithm(&mut self) -> *mut c_void

fn clear(&mut self) -> Result<()>

Clears the algorithm state

fn read(&mut self, fn_: &impl FileNodeTraitConst) -> Result<()>

Reads algorithm parameters from a file storage

impl AlgorithmTraitConst for SuperpixelSLIC

fn as_raw_Algorithm(&self) -> *const c_void

fn write(&self, fs: &mut impl FileStorageTrait) -> Result<()>

Stores algorithm parameters in a file storage

fn write_1(&self, fs: &mut impl FileStorageTrait, name: &str) -> Result<()>

Stores algorithm parameters in a file storage

fn write_with_name(&self, fs: &Ptr<FileStorage>, name: &str) -> Result<()>

@deprecated

fn write_with_name_def(&self, fs: &Ptr<FileStorage>) -> Result<()>

👎Deprecated:

Note

Deprecated: ## Note This alternative version of AlgorithmTraitConst::write_with_name function uses the following default values for its arguments:

fn empty(&self) -> Result<bool>

Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read

fn save(&self, filename: &str) -> Result<()>

Saves the algorithm to a file. In order to make this method work, the derived class must implement Algorithm::write(FileStorage& fs).

fn get_default_name(&self) -> Result<String>

Returns the algorithm string identifier. This string is used as top level xml/yml node tag when the object is saved to a file or string.

impl Boxed for SuperpixelSLIC

unsafe fn from_raw( ptr: <SuperpixelSLIC as OpenCVFromExtern>::ExternReceive, ) -> Self

Wrap the specified raw pointer

fn into_raw( self, ) -> <SuperpixelSLIC as OpenCVTypeExternContainer>::ExternSendMut

Return the underlying raw pointer while consuming this wrapper.

fn as_raw(&self) -> <SuperpixelSLIC as OpenCVTypeExternContainer>::ExternSend

Return the underlying raw pointer.

fn as_raw_mut( &mut self, ) -> <SuperpixelSLIC as OpenCVTypeExternContainer>::ExternSendMut

Return the underlying mutable raw pointer

impl Debug for SuperpixelSLIC

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Drop for SuperpixelSLIC

fn drop(&mut self)

Executes the destructor for this type.

impl From<SuperpixelSLIC> for Algorithm

fn from(s: SuperpixelSLIC) -> Self

Converts to this type from the input type.

impl SuperpixelSLICTrait for SuperpixelSLIC

fn as_raw_mut_SuperpixelSLIC(&mut self) -> *mut c_void

fn iterate(&mut self, num_iterations: i32) -> Result<()>

Calculates the superpixel segmentation on a given image with the initialized parameters in the SuperpixelSLIC object.

fn iterate_def(&mut self) -> Result<()>

Calculates the superpixel segmentation on a given image with the initialized parameters in the SuperpixelSLIC object.

fn enforce_label_connectivity(&mut self, min_element_size: i32) -> Result<()>

Enforce label connectivity.

fn enforce_label_connectivity_def(&mut self) -> Result<()>

Enforce label connectivity.

impl SuperpixelSLICTraitConst for SuperpixelSLIC

fn as_raw_SuperpixelSLIC(&self) -> *const c_void

fn get_number_of_superpixels(&self) -> Result<i32>

Calculates the actual amount of superpixels on a given segmentation computed and stored in SuperpixelSLIC object.

fn get_labels(&self, labels_out: &mut impl ToOutputArray) -> Result<()>

Returns the segmentation labeling of the image.

fn get_label_contour_mask( &self, image: &mut impl ToOutputArray, thick_line: bool, ) -> Result<()>

Returns the mask of the superpixel segmentation stored in SuperpixelSLIC object.

fn get_label_contour_mask_def( &self, image: &mut impl ToOutputArray, ) -> Result<()>

Returns the mask of the superpixel segmentation stored in SuperpixelSLIC object.

impl Send for SuperpixelSLIC