activity
20152026
most cited(k, l)-Medians Clustering of Trajectories Using Continuous Dynamic Time Warping

22 citations · 28 across the 13 of their papers we have counts for

collaborators

24 papers

cs.CG2026

Linear time single-source shortest path algorithms in Euclidean graph classes

Joachim Gudmundsson, Yuan Sha, Sampson Wong

In the celebrated paper of Henzinger, Klein, Rao and Subramanian (1997), it was shown that planar graphs admit a linear time single-source shortest path algorithm. Their algorithm…

cs.CG2026

Minimum Exposure Motion Planning

Sarita de Berg, Joachim Gudmundsson, Peter Kramer +2

We investigate multiple fundamental variants of the classic coordinated motion planning (CMP) problem for unit square robots in the plane under the metric. In coordinated mot…

cs.CG2025

A WSPD, Separator and Small Tree Cover for c-packed Graphs

Lindsey Deryckere, Joachim Gudmundsson, André van Renssen +2

The -packedness property, proposed in 2010, is a geometric property that captures the spatial distribution of a set of edges. Despite the recent interest in -packedness, its…

cs.CG2024

A well-separated pair decomposition for low density graphs

Joachim Gudmundsson, Sampson Wong

Low density graphs are considered to be a realistic graph class for modelling road networks. It has advantages over other popular graph classes for road networks, such as planar gr…

cs.CG2024

Map-Matching Queries under Fréchet Distance on Low-Density Spanners

Kevin Buchin, Maike Buchin, Joachim Gudmundsson +2

Map matching is a common task when analysing GPS tracks, such as vehicle trajectories. The goal is to match a recorded noisy polygonal curve to a path on the map, usually represent…

cs.CG2024

Bicriteria approximation for minimum dilation graph augmentation

Kevin Buchin, Maike Buchin, Joachim Gudmundsson +1

Spanner constructions focus on the initial design of the network. However, networks tend to improve over time. In this paper, we focus on the improvement step. Given a graph and a…

cs.CG2024

Spanner for the weighted region problem

Joachim Gudmundsson, Zijin Huang, André van Renssen +1

We consider the problem of computing an approximate weighted shortest path in a weighted subdivision, with weights assigned from the set . We present a data struc…

cs.CG2024

Approximating the Fréchet distance when only one curve is -packed

Joachim Gudmundsson, Tiancheng Mai, Sampson Wong

One approach to studying the Fréchet distance is to consider curves that satisfy realistic assumptions. By now, the most popular realistic assumption for curves is -packedness.…

cs.DS2023

Computing a Subtrajectory Cluster from c-packed Trajectories

Joachim Gudmundsson, Zijin Huang, André van Renssen +1

We present a near-linear time approximation algorithm for the subtrajectory cluster problem of -packed trajectories. The problem involves finding subtrajectories within a gi…

cs.CG2023

Oriented Spanners

Kevin Buchin, Joachim Gudmundsson, Antonia Kalb +4

Given a point set in the Euclidean plane and a parameter , we define an \emph{oriented -spanner} as an oriented subgraph of the complete bi-directed graph such that f…

cs.CG2022

Data Structures for Approximate Discrete Fréchet Distance

Ivor van der Hoog, Eva Rotenberg, Sampson Wong

The Fréchet distance is a popular distance measure between curves and . Conditional lower bounds prohibit -approximate Fréchet distance computations in st…

cs.CG2022

Approximating the lambda-low-density value

Joachim Gudmundsson, Zijin Huang, Sampson Wong

The use of realistic input models has gained popularity in the theory community. Assuming a realistic input model often precludes complicated hypothetical inputs, and the analysis…

cs.CG2022

The Tight Spanning Ratio of the Rectangle Delaunay Triangulation

Andrè van Renssen, Yuan Sha, Yucheng Sun +1

Spanner construction is a well-studied problem and Delaunay triangulations are among the most popular spanners. Tight bounds are known if the Delaunay triangulation is constructed…

cs.CG2022★ 3 cited

Map matching queries on realistic input graphs under the Fréchet distance

Joachim Gudmundsson, Martin P. Seybold, Sampson Wong

Map matching is a common preprocessing step for analysing vehicle trajectories. In the theory community, the most popular approach for map matching is to compute a path on the road…

cs.CG2022

Computing Continuous Dynamic Time Warping of Time Series in Polynomial Time

Kevin Buchin, André Nusser, Sampson Wong

Dynamic Time Warping is arguably the most popular similarity measure for time series, where we define a time series to be a one-dimensional polygonal curve. The drawback of Dynamic…

cs.CG2021

Approximating Multiplicatively Weighted Voronoi Diagrams: Efficient Construction with Linear Size

Joachim Gudmundsson, Martin P. Seybold, Sampson Wong

Given a set of sites from , each having some positive weight factor, the Multiplicatively Weighted Voronoi Diagram is a subdivision of space that associates each…

cs.CG2021

Cubic upper and lower bounds for subtrajectory clustering under the continuous Fréchet distance

Joachim Gudmundsson, Sampson Wong

Detecting commuting patterns or migration patterns in movement data is an important problem in computational movement analysis. Given a trajectory, or set of trajectories, this cor…

cs.CG2021

Translation Invariant Fréchet Distance Queries

Joachim Gudmundsson, André van Renssen, Zeinab Saeidi +1

The Fréchet distance is a popular similarity measure between curves. For some applications, it is desirable to match the curves under translation before computing the Fréchet dista…

cs.CG2021

Covering a set of line segments with a few squares

Joachim Gudmundsson, Mees van de Kerkhof, André van Renssen +3

We study three covering problems in the plane. Our original motivation for these problems come from trajectory analysis. The first is to decide whether a given set of line segments…

cs.LG2020★ 22 cited

(k, l)-Medians Clustering of Trajectories Using Continuous Dynamic Time Warping

Milutin Brankovic, Kevin Buchin, Koen Klaren +3

Due to the massively increasing amount of available geospatial data and the need to present it in an understandable way, clustering this data is more important than ever. As cluste…

cs.CG2020★ 1 cited

Approximating the packedness of polygonal curves

Joachim Gudmundsson, Yuan Sha, Sampson Wong

In 2012 Driemel et al. \cite{DBLP:journals/dcg/DriemelHW12} introduced the concept of -packed curves as a realistic input model. In the case when is a constant they gave a n…

cs.CG2020

Improving the dilation of a metric graph by adding edges

Joachim Gudmundsson, Sampson Wong

Most of the literature on spanners focuses on building the graph from scratch. This paper instead focuses on adding edges to improve an existing graph. A major open problem in this…

cs.CG2019★ 1 cited

Computing the Yolk in Spatial Voting Games without Computing Median Lines

Joachim Gudmundsson, Sampson Wong

The yolk is an important concept in spatial voting games as it generalises the equilibrium and provides bounds on the uncovered set. We present near-linear time algorithms for comp…

math.GT2015★ 1 cited

An algorithm for the Euclidean cell decomposition of a cusped strictly convex projective surface

Stephan Tillmann, Sampson Wong

Cooper and Long generalised Epstein and Penner's Euclidean cell decomposition of cusped hyperbolic manifolds of finite volume to non-compact strictly convex projective manifolds of…