Struct graph_based_image_segmentation::Segmentation

pub struct Segmentation<D, M>where
    D: Distance,
    M: NodeMerging,{ /* private fields */ }

Implementation of graph based image segmentation as described in the paper by Felzenswalb and Huttenlocher.

Implementations

impl<D, M> Segmentation<D, M>where D: Distance, M: NodeMerging,

pub fn new(distance: D, magic: M, segment_size: usize) -> Self

pub fn segment_image(&mut self, image: &Mat) -> (Mat, usize)

Build the graph based on the image, i.e. compute the weights between pixels using the underlying distance.

Arguments

• image - The image to oversegment.

Returns

A tuple consisting of

• The matrix in CV_32SC1 format containing the labels for each pixel.
• The number of segments / components.

Trait Implementations

impl<D, M> Debug for Segmentation<D, M>where D: Distance + Debug, M: NodeMerging + Debug,

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

Formats the value using the given formatter.