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Despite advances in feature representation, leveraging geometric relations is crucial for establishing reliable visual correspondences under large variations of images. In this work we introduce a Hough transform perspective on…

计算机视觉与模式识别 · 计算机科学 2021-09-14 Juhong Min , Seungwook Kim , Minsu Cho

This paper focuses on the distributed optimization of stochastic saddle point problems. The first part of the paper is devoted to lower bounds for the centralized and decentralized distributed methods for smooth (strongly) convex-(strongly)…

机器学习 · 计算机科学 2025-04-28 Aleksandr Beznosikov , Valentin Samokhin , Alexander Gasnikov

In computer graphics, smooth data reconstruction on 2D or 3D manifolds usually refers to subdivision problems. Such a method is only valid based on dense sample points. The manifold usually needs to be triangulated into meshes (or patches)…

数值分析 · 数学 2011-05-30 Li Chen , Feng Luo

We propose a new iteration scheme, the Cauchy-Simplex, to optimize convex problems over the probability simplex $\{w\in\mathbb{R}^n\ |\ \sum_i w_i=1\ \textrm{and}\ w_i\geq0\}$. Specifically, we map the simplex to the positive quadrant of a…

最优化与控制 · 数学 2025-05-22 James Chok , Geoffrey M. Vasil

The identification of substructures within halos in cosmological hydrodynamical simulations is a fundamental step to identify the simulated counterparts of real objects, namely galaxies. For this reason, substructure finders play a crucial…

宇宙学与河外天体物理 · 物理学 2024-09-04 Michela Esposito , Stefano Borgani , Giuseppe Murante

In a recent paper [{\em F. Bernal, J. Mor\'on-Vidal and J.A. Acebr\'on, Comp.$\&$ Math. App. 146:294-308 (2023)}] an hybrid supercomputing algorithm for elliptic equations has been put forward. The idea is that the interfacial nodal…

数值分析 · 数学 2023-11-16 Jorge Morón-Vidal , Francisco Bernal , Atsushi Suzuki

Many algorithms for clipping a line by a rectangular area or a convex polygon in E2 or by a non-convex or convex polyhedron in E3 have been published. The line segment clipping by the rectangular window in E2 is often restricted to the use…

计算几何 · 计算机科学 2022-01-04 Vaclav Skala , Duc Huy Bui

Let $P$ be a crossing-free polygon and $\mathcal C$ a set of shortcuts, where each shortcut is a directed straight-line segment connecting two vertices of $P$. A shortcut hull of $P$ is another crossing-free polygon that encloses $P$ and…

计算几何 · 计算机科学 2021-06-28 Annika Bonerath , Jan-Henrik Haunert , Joseph S. B. Mitchell , Benjamin Niedermann

We study the convex hull of a set $S\subset \mathbb{R}^n$ defined by three quadratic inequalities. A simple way of generating inequalities valid on $S$ is to take nonnegative linear combinations of the defining inequalities of $S$. We call…

代数几何 · 数学 2024-05-29 Grigoriy Blekherman , Alex Dunbar

We reexamine fundamental problems from computational geometry in the word RAM model, where input coordinates are integers that fit in a machine word. We develop a new algorithm for offline point location, a two-dimensional analog of sorting…

数据结构与算法 · 计算机科学 2010-10-12 Timothy M. Chan , Mihai Patrascu

In this paper, we develop a \textit{distributed} algorithm to localize an arbitrary number of agents moving in a bounded region of interest. We assume that the network contains \textit{at least one} agent with known location (hereinafter…

系统与控制 · 计算机科学 2017-01-24 Sam Safavi , Usman A. Khan

Inspired by the classical fractional cascading technique, we introduce new techniques to speed up the following type of iterated search in 3D: The input is a graph $\mathbf{G}$ with bounded degree together with a set $H_v$ of 3D hyperplanes…

计算几何 · 计算机科学 2025-04-11 Peyman Afshani , Yakov Nekrich , Frank Staals

Structured optimization problems are ubiquitous in fields like data science and engineering. The goal in structured optimization is using a prescribed set of points, called atoms, to build up a solution that minimizes or maximizes a given…

最优化与控制 · 数学 2021-01-14 Andrea Cristofari , Francesco Rinaldi

This paper proposes a convolution structure for learning SE(3)-equivariant features from 3D point clouds. It can be viewed as an equivariant version of kernel point convolutions (KPConv), a widely used convolution form to process point…

计算机视觉与模式识别 · 计算机科学 2023-06-16 Minghan Zhu , Maani Ghaffari , William A. Clark , Huei Peng

In this paper the efficient space virtualisation for Hoshen--Kopelman algorithm is presented. We observe minimal parallel overhead during computations, due to negligible communication costs. The proposed algorithm is applied for computation…

计算物理 · 物理学 2019-08-21 M. Kotwica , P. Gronek , K. Malarz

In this study, a geometric version of an NP-hard problem ("Almost $2-SAT$" problem) is introduced which has potential applications in clustering, separation axis, binary sensor networks, shape separation, image processing, etc. Furthermore,…

计算几何 · 计算机科学 2025-03-14 Bahram Sadeghi Bigham

In many graphics applications, the computation of exact geodesic distance is very important. However, the high computational cost of the existing geodesic algorithms means that they are not practical for large-scale models or time-critical…

图形学 · 计算机科学 2013-05-08 Xiang Ying , Shi-Qing Xin , Ying He

In many areas of applied geometric/numeric computational mathematics, including geo-mapping, computer vision, computer graphics, finite element analysis, medical imaging, geometric design, and solid modeling, one has to compute incidences,…

The breakthrough ideas in the modern proximal splitting methodologies allow us to express the set of all minimizers of a superposition of multiple nonsmooth convex functions as the fixed point set of computable nonexpansive operators. In…

最优化与控制 · 数学 2022-07-01 Isao Yamada , Masao Yamagishi

Tidal debris structures formed from disrupted satellites contain important clues about the assembly histories of galaxies. To date, studies of these structures have been hampered by reliance on by-eye identification and morphological…

星系天体物理 · 物理学 2019-04-24 David Hendel , Kathryn V. Johnston , Rohit K. Patra , Bodhisattva Sen
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