splat-points-3d v1.0.0

splat-points-3d

Splats a point cloud onto a volumetric grid.

Example

var splat = require("splat-points-3d")
var pack = require("ndarray-pack")
var zeros = require("zeros")

var points = pack([
  [1, 0, 0],
  [0, 4, 0],
  [0, 0, 8]
])

var weights = pack([
  1,
  2,
  4
])

var grid = zeros([32, 32, 32])

splat(grid, points, weights, 3.0)

Install

npm install splat-points-3d

API

require("splat-points-3d")(out, points, weights, radius)

Splats a collection of points onto a 3D volumetric grid using Lanczos/sinc filtering. If you want a different kernel afterwards, you can apply a convolution via the FFT

• out is a 3D ndarray
• points is a [n, 3] shape ndarray encoding the x/y/z grid coordinates of the points to splat
• weights is a [n] shape ndarray
• radius is the radius of the point splat to draw

Credits

(c) 2014 Mikola Lysenko. MIT License