src.mining.smooth_feats_minerpp

Classes

SmoothFeatsMinerPP(**kwargs)

class src.mining.smooth_feats_minerpp.SmoothFeatsMinerPP(**kwargs)

Author:

Alberto M. Esmoris Pena

C++ version of the SmoothFeatsMiner data miner.

It also supports more neighborhoods like 2D k-nearest neighbors, bounded cylindrical neighborhoods, and 2D and 3D rectangular neighborhoods.

See Miner and SmoothFeatsMiner.

static extract_miner_args(spec)

Extract the arguments to initialize/instantiate a SmoothFeatsMinerPP from a key-word specification.

Parameters:

spec – The key-word specification containing the arguments.

Returns:

The arguments to initialize/instantiate a SmoothFeatsMinerPP.

__init__(**kwargs)

Initialize an instance of SmoothFeatsMinerPP.

See SmoothFeatsMiner.__init__().

mine(pcloud)

Mine smooth features from the given point cloud.

Parameters:

pcloud – The point cloud to be mined.

Returns:

The point cloud extended with smooth features.

Return type:

PointCloud