Optimization techniques for GPU programming

P Hijma, S Heldens, A Sclocco… - ACM Computing …, 2023 - dl.acm.org
In the past decade, Graphics Processing Units have played an important role in the field of
high-performance computing and they still advance new fields such as IoT, autonomous …

GPU accelerated convex hull computation

M Tang, J Zhao, R Tong, D Manocha - Computers & Graphics, 2012 - Elsevier
We present a hybrid algorithm to compute the convex hull of points in three or higher
dimensional spaces. Our formulation uses a GPU-based interior point filter to cull away …

[HTML][HTML] Algorithmic Efficiency in Convex Hull Computation: Insights from 2D and 3D Implementations

H Kwon, S Oh, JW Baek - Symmetry, 2024 - mdpi.com
This study examines various algorithms for computing the convex hull of a set of n points in a
d-dimensional space. Convex hulls are fundamental in computational geometry and are …

[HTML][HTML] A filtering technique for fast Convex Hull construction in R2

H Ferrada, CA Navarro, N Hitschfeld - Journal of Computational and …, 2020 - Elsevier
This work presents an optimization technique that reduces the computational cost for
building the Convex Hull from a set of points. The proposed method pre-processes the input …

gHull: A GPU algorithm for 3D convex hull

M Gao, TT Cao, A Nanjappa, TS Tan… - ACM Transactions on …, 2013 - dl.acm.org
A novel algorithm is presented to compute the convex hull of a point set in ℝ3 using the
graphics processing unit (GPU). By exploiting the relationship between the Voronoi diagram …

Fuzzy clustering using the convex hull as geometrical model

L Liparulo, A Proietti, M Panella - Advances in Fuzzy Systems, 2015 - Wiley Online Library
A new approach to fuzzy clustering is proposed in this paper. It aims to relax some
constraints imposed by known algorithms using a generalized geometrical model for …

A total order heuristic-based convex hull algorithm for points in the plane

AJP Gomes - Computer-Aided Design, 2016 - Elsevier
Computing the convex hull of a set of points is a fundamental operation in many research
fields, including geometric computing, computer graphics, computer vision, robotics, and so …

CudaChain: an alternative algorithm for finding 2D convex hulls on the GPU

G Mei - SpringerPlus, 2016 - Springer
This paper presents an alternative GPU-accelerated convex hull algorithm and a novel S
orting-based P reprocessing A pproach (SPA) for planar point sets. The proposed convex …

Accelerating the Convex Hull Computation with a Parallel GPU Algorithm

A Keith, H Ferrada, CA Navarro - 2022 41st International …, 2022 - ieeexplore.ieee.org
The convex hull is a fundamental geometrical structure for many applications where groups
of points must be enclosed or represented by a convex polygon. Although efficient …

[PDF][PDF] Convex hull computation in a grid space: A GPU accelerated parallel filtering approach

J Antony, MK Mukundan, M Thomas… - COMPUTER …, 2024 - diglib.eg.org
Many real-world applications demand the computation of a convex hull (CH) when the input
points originate from structured configurations such as two-dimensional (2D) or three …