Review of pavement defect detection methods

W Cao, Q Liu, Z He - Ieee Access, 2020 - ieeexplore.ieee.org
Road pavement cracks detection has been a hot research topic for quite a long time due to
the practical importance of crack detection for road maintenance and traffic safety. Many …

[BOOK][B] Computational topology for data analysis

TK Dey, Y Wang - 2022 - books.google.com
" In this chapter, we introduce some of the very basics that are used throughout the book.
First, we give the definition of a topological space and related notions of open and closed …

Shape google: Geometric words and expressions for invariant shape retrieval

AM Bronstein, MM Bronstein, LJ Guibas… - ACM Transactions on …, 2011 - dl.acm.org
The computer vision and pattern recognition communities have recently witnessed a surge
of feature-based methods in object recognition and image retrieval applications. These …

Proximity of persistence modules and their diagrams

F Chazal, D Cohen-Steiner, M Glisse… - Proceedings of the …, 2009 - dl.acm.org
Topological persistence has proven to be a key concept for the study of real-valued
functions defined over topological spaces. Its validity relies on the fundamental property that …

Persistence-based clustering in Riemannian manifolds

F Chazal, LJ Guibas, SY Oudot, P Skraba - Journal of the ACM (JACM), 2013 - dl.acm.org
We present a clustering scheme that combines a mode-seeking phase with a cluster
merging phase in the corresponding density map. While mode detection is done by a …

The theory of the interleaving distance on multidimensional persistence modules

M Lesnick - Foundations of Computational Mathematics, 2015 - Springer
In 2009, Chazal et al. introduced ϵ ϵ-interleavings of persistence modules. ϵ ϵ-
interleavings induce a pseudometric d_ I d I on (isomorphism classes of) persistence …

Zigzag persistent homology and real-valued functions

G Carlsson, V De Silva, D Morozov - Proceedings of the twenty-fifth …, 2009 - dl.acm.org
We study the problem of computing zigzag persistence of a sequence of homology groups
and study a particular sequence derived from the levelsets of a real-valued function on a …

Voronoi-based curvature and feature estimation from point clouds

Q Mérigot, M Ovsjanikov… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
We present an efficient and robust method for extracting curvature information, sharp
features, and normal directions of a piecewise smooth surface from its point cloud sampling …

Computing topological persistence for simplicial maps

TK Dey, F Fan, Y Wang - Proceedings of the thirtieth annual symposium …, 2014 - dl.acm.org
Algorithms for persistent homology are well-studied where homomorphisms are induced by
inclusion maps. In this paper, we propose a practical algorithm for computing persistence …

SHREC 2011: robust feature detection and description benchmark

E Boyer, AM Bronstein, MM Bronstein, B Bustos… - arxiv preprint arxiv …, 2011 - arxiv.org
Feature-based approaches have recently become very popular in computer vision and
image analysis applications, and are becoming a promising direction in shape retrieval …