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Super-Fibonacci Spirals

Fast, low discrepancy sampling of orientations.

Erratum

Super Fibonacci Spirals, as described in the paper, have no simple refinement property: The paper claims that a set of kn samples generated with Super-Fibonacci sampling contains the set generated for n samples and, more generally, sets of m and n samples would have every k-th sample in common, where k is the gcd of m and n. This is not true.

Code

s3onlyfib.cc provides a minimal C++ implementation of Super-Fibonacci sampling without dependencies (apart from STL). It expects the number of samples as the sole command line parameter and outputs the rotations (as quaternions) to stdout.

All other source code depends on Eigen for storing and possibly manipulating the quaternions and CLI11 for command line interpretation.

An old school makefile for compliation is provided. Unlike cmake this allows compiling sequential and parallel code with different complilers. On MacOS, clang generates faster sequential code but still lacks support for C++17 standard parallelism. Makefile requires modification to find compilers, dependencies, as usual.

All tools write and read orientations as quaternions, in ASCII of double precision floating point numbers.

Slightly modified code based on Julie Mitchell's implementation of the SOI and Hopf fibration methods is included (copyrighted but free for commercial use).

Data

Data directory contains various pre-generated rotation samples and shell scripts to generate statistics provided in the paper.

Includes some data from Charles Karney. Complete data available on github