@article{Preiner14,
title = "Continuous Projection for Fast L1 Reconstruction",
author = "Reinhold Preiner and Oliver Mattausch and Murat Arikan and Renato Pajarola and Michael Wimmer",
journal = "ACM Transactions on Graphics",
volume = {33},
number = {4},
month = jul,
year = {2014},
issn = {0730-0301},
pages = {47:1--47:13},
articleno = {47},
numpages = {13},
event = "ACM SIGGRAPH 2014",
organization = "ACM SIGGRAPH",
publisher = "ACM",
location = "Vancouver",
keywords = "L1 reconstruction, dynamic reconstruction, upsampling, HEM, point set, Gaussian mixture",
abstract = "With better and faster acquisition devices comes a demand
for fast robust reconstruction algorithms, but no L1-based
technique has been fast enough for online use so far. In
this paper, we present a novel continuous formulation of the
weighted locally optimal projection (WLOP) operator based on
a Gaussian mixture describing the input point density. Our
method is up to 7 times faster than an optimized GPU
implementation of WLOP, and achieves interactive frame rates
for moderately sized point clouds. We give a comprehensive
quality analysis showing that our continuous operator
achieves a generally higher reconstruction quality than its
discrete counterpart. Additionally, we show how to apply our
continuous formulation to spherical mixtures of normal
directions, to also achieve a fast robust normal
reconstruction."
}