locan.data.regions.region.AxisOrientedCuboid¶

class locan.data.regions.region.AxisOrientedCuboid(corner=(0.0, 0.0, 0.0), length=1.0, width=1.0, height=1.0)[source]¶

Bases: Region3D

Region class to define an axis-oriented cuboid.

This is a 3-dimensional convex region with rectangular faces and edges that are parallel to coordinate axes. Extension in x-, y-, z-coordinates correspond to length, width, height.

Parameters:

corner (npt.ArrayLike) – A point that defines the lower left corner with shape (3,)
length (float) – The length of a vector describing the edge in x-direction.
width (float) – The length of a vector describing the edge in y-direction.
height (float) – The length of a vector describing the edge in z-direction.

Methods

`__init__`([corner, length, width, height])
`as_artist`([origin])	Matplotlib patch object for this region (e.g. matplotlib.patches.Ellipse).
`buffer`(distance, **kwargs)	Extend the region perpendicular by a distance.
`contains`(points)	Return list of indices for all points that are inside the region of interest.
`from_intervals`(intervals)	Constructor for instantiating Region from list of (min, max) bounds.
`from_open3d`(open3d_object)	Constructor for instantiating Region from open3d object.
`intersection`(other)	Returns a region representing the intersection of this region with `other`.
`plot`([ax])	Provide plot of region as `matplotlib.axes.Axes` object.
`symmetric_difference`(other)	Returns the union of the two regions minus any areas contained in the intersection of the two regions.
`union`(other)	Returns a region representing the union of this region with `other`.

Attributes

`bounding_box`	A region describing the minimum axis-aligned bounding box that encloses the original region.
`bounds`	Region bounds min_x, min_y, ..., max_x, max_y, .
`centroid`	Point coordinates for region centroid.
`corner`	A point that defines the lower left corner.
`dimension`	The region dimension.
`elongation`	A measure between 0 and 1 for how elongated the object is.
`extent`	The extent (max_x - min_x), (max_y - min_y), .
`height`	The length of a vector describing the edge in z-direction.
`intervals`	Provide bounds in a tuple (min, max) arrangement.
`isoperimetric_quotient`	Ratio of the volume of a region to the volume of a ball with the same surface:
`length`	The length of a vector describing the edge in x-direction.
`max_distance`	The maximum distance between any two points within the region.
`open3d_object`
`points`
`radial_distance`	Average of all absolute distances between vertices and centroid.
`region_measure`	Region measure, i.e. area (for 2d) or volume (for 3d).
`subregion_measure`	Measure of the sub-dimensional region, i.e. perimeter length (for 2d) or surface area (for 3d).
`vertices`	0 - dimensional elements that define the region; also called points.
`width`	The length of a vector describing the edge in y-direction.

as_artist(origin=(0, 0), **kwargs)[source]¶

Matplotlib patch object for this region (e.g. matplotlib.patches.Ellipse).

Parameters:

origin (Union[_Buffer, _SupportsArray[dtype[Any]], _NestedSequence[_SupportsArray[dtype[Any]]], bool, int, float, complex, str, bytes, _NestedSequence[bool | int | float | complex | str | bytes]]) – The (x, y, z) pixel position of the origin of the displayed image. Default is (0, 0, 0).
kwargs (Any) – Other parameters passed to the matplotlib.patches object.

Returns:

Matplotlib patch for the specified region.

Return type:

matplotlib.patches.Patch

property bounding_box: Self¶

A region describing the minimum axis-aligned bounding box that encloses the original region.

Return type:: Region

property bounds: ndarray[tuple[int, ...], dtype[float64]]¶

Region bounds min_x, min_y, …, max_x, max_y, … for each dimension.

Returns:: of shape (2 * dimension,)
Return type:: npt.NDArray[np.float64] | None

buffer(distance, **kwargs)[source]¶

Extend the region perpendicular by a distance.

Parameters:: distance (float) – Distance by which the region is extended.
Returns:: The extended region.
Return type:: Region

property centroid: ndarray[tuple[int, ...], dtype[float64]]¶

Point coordinates for region centroid.

Returns:: of shape (dimension,)
Return type:: npt.NDArray[np.float64] | None

contains(points)[source]¶

Return list of indices for all points that are inside the region of interest.

Parameters:: points (Union[_Buffer, _SupportsArray[dtype[Any]], _NestedSequence[_SupportsArray[dtype[Any]]], bool, int, float, complex, str, bytes, _NestedSequence[bool | int | float | complex | str | bytes]]) – Coordinates of points that are tested for being inside the specified region.
Returns:: Array with indices for all points in original point array that are within the region.
Return type:: npt.NDArray[np.int64]

property corner: ndarray[tuple[int, ...], dtype[float64]]¶

A point that defines the lower left corner.

Returns:: with shape (2,)
Return type:: npt.NDArray[np.float64]

property elongation: float¶

A measure between 0 and 1 for how elongated the object is. It is computed as: 1 - the ratio of length of minor axis to length of major axis.

Return type:: float

property extent: ndarray[tuple[int, ...], dtype[float64]]¶

The extent (max_x - min_x), (max_y - min_y), … for each dimension.

Returns:: of shape (dimension,)
Return type:: npt.NDArray[np.float64] | None

classmethod from_intervals(intervals)[source]¶

Constructor for instantiating Region from list of (min, max) bounds.

Parameters:: intervals (npt.ArrayLike) – The region bounds for each dimension of shape (3, 2)
Return type:: AxisOrientedCuboid

static from_open3d(open3d_object)[source]¶

Constructor for instantiating Region from open3d object.

Parameters:: open3d_object (AxisAlignedBoundingBox) – Geometric object to be converted into Region
Return type:: AxisOrientedCuboid | EmptyRegion

property height: float¶

The length of a vector describing the edge in z-direction.

Return type:: float

property intervals: ndarray[tuple[int, ...], dtype[float64]]¶

Provide bounds in a tuple (min, max) arrangement.

Returns:: ((min_x, max_x), …) of shape(dimension, 2)
Return type:: npt.NDArray[np.float64]

property length: float¶

The length of a vector describing the edge in x-direction.

Return type:: float

property max_distance: float¶

The maximum distance between any two points within the region.

Return type:: float

property open3d_object: AxisAlignedBoundingBox¶

property points: ndarray[tuple[int, ...], dtype[float64]]¶

property region_measure: float¶

Region measure, i.e. area (for 2d) or volume (for 3d).

Return type:: float

property subregion_measure: float¶

Measure of the sub-dimensional region, i.e. perimeter length (for 2d) or surface area (for 3d).

Return type:: float

property vertices: ndarray[tuple[int, ...], dtype[float64]]¶

0 - dimensional elements that define the region; also called points.

Returns:: of shape (n_vertices, dimension)
Return type:: npt.NDArray[np.float64] | list[npt.NDArray[np.float64]]

property width: float¶

The length of a vector describing the edge in y-direction.

Return type:: float