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Point Clouds Analysis (Learning-based Methods (~2015-now) (Point-based…
Point Clouds Analysis
Learning-based
Methods (~2015-now)
Projection-based
Methods
Spherical Image Representation
Multi-view Representation
Permutohedral Lattice Representation
Discretization-based Methods
Dense Discretization Representation
Sparse Discretization Representation
Point-based Methods
Pointwise MLP Methods
Point Convolution Methods
RNN-based Methods
Graph-based Methods
Classical Methods
(~1984-2015)
Signature-based Methods
Histogram-based
Methods
Spatial Distribution Histogram
Oriented Gradient Histogram
Geometric Attribute Histogram
Transform-based Methods