Teresa Heiss

dblp:200/8089 · DBLP profile ↗
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5ranked-venue papers
2as first author
4since 2021 · last 2024
0000-0002-1780-2689ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 2 · 1 first-author · 1 since 2021Theory of computation · 2 · 2 since 2021Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 first-author · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author · 1 since 2021
YearPublicationVenuePosition
2024 On Angles in Higher Order Brillouin Tessellations and Related Tilings in the Plane
abstract
Abstract For a locally finite set in $${{{\mathbb {R}}}}^2$$ R 2 , the order-k Brillouin tessellations form an infinite sequence of convex face-to-face tilings of the plane. If the set is coarsely dense and generic, then the corresponding infinite sequences of minimum and maximum angles are both monotonic in k. As an example, a stationary Poisson point process in $${{{\mathbb {R}}}}^2$$ R 2 is locally finite, coarsely dense, and generic with probability one. For such a set, the distributions of angles in the Voronoi tessellations, Delaunay mosaics, and Brillouin tessellations are independent of the order and can be derived from the formula for angles in order-1 Delaunay mosaics given by Miles (Math. Biosci. 6, 85–127 (1970)).
Herbert Edelsbrunner, Alexey Garber, Mohadese Ghafari, Teresa Heiss, Morteza Saghafian
Discret. Comput. Geom.4
2024 Brillouin Zones of Integer Lattices and Their Perturbations
abstract
Abstract. For a locally finite set, [Formula: see text], the [Formula: see text] th Brillouin zone of [Formula: see text] is the region of points [Formula: see text] for which [Formula: see text] is the [Formula: see text]th smallest among the Euclidean distances between [Formula: see text] and the points in [Formula: see text]. If [Formula: see text] is a lattice, the [Formula: see text]th Brillouin zones of the points in [Formula: see text] are translates of each other, and together they tile space. Depending on the value of [Formula: see text], they express medium- or long-range order in the set. We study fundamental geometric and combinatorial properties of Brillouin zones, focusing on the integer lattice and its perturbations. Our results include the stability of a Brillouin zone under perturbations, a linear upper bound on the number of chambers in a zone for lattices in [Formula: see text], and the convergence of the maximum volume of a chamber to zero for the integer lattice.
Herbert Edelsbrunner, Alexey Garber, Mohadese Ghafari, Teresa Heiss, Morteza Saghafian, Mathijs Wintraecken
SIAM J. Discret. Math.4
2021 The Impact of Changes in Resolution on the Persistent Homology of Images
abstract
Digital images enable quantitative analysis of material properties at micro and macro length scales, but choosing an appropriate resolution when acquiring the image is challenging. A high resolution means longer image acquisition and larger data requirements for a given sample, but if the resolution is too low, significant information may be lost. This paper studies the impact of changes in resolution on persistent homology, a tool from topological data analysis that provides a signature of structure in an image across all length scales. Given prior information about a function, the geometry of an object, or its density distribution at a given resolution, we provide methods to select the coarsest resolution yielding results within an acceptable tolerance. We present numerical case studies for an illustrative synthetic example and samples from porous materials where the theoretical bounds are unknown.
Teresa Heiss, Sarah Tymochko, Brittany Story, Adélie Garin, Hoa T. Bui, Bea Bleile, Vanessa Robins
IEEE BigData1
2021 The Density Fingerprint of a Periodic Point Set
abstract
Modeling a crystal as a periodic point set, we present a fingerprint consisting of density functions that facilitates the efficient search for new materials and material properties. We prove invariance under isometries, continuity, and completeness in the generic case, which are necessary features for the reliable comparison of crystals. The proof of continuity integrates methods from discrete geometry and lattice theory, while the proof of generic completeness combines techniques from geometry with analysis. The fingerprint has a fast algorithm based on Brillouin zones and related inclusion-exclusion formulae. We have implemented the algorithm and describe its application to crystal structure prediction.
Herbert Edelsbrunner, Teresa Heiss, Vitaliy Kurlin, Mathijs Wintraecken
SoCG2
2017 Streaming Algorithm for Euler Characteristic Curves of Multidimensional Images
Teresa Heiss, Hubert Wagner
CAIP (1)1