Review of pavement defect detection methods
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 …
the practical importance of crack detection for road maintenance and traffic safety. Many …
[BOOK][B] Computational topology for data analysis
" 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 …
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
The computer vision and pattern recognition communities have recently witnessed a surge
of feature-based methods in object recognition and image retrieval applications. These …
of feature-based methods in object recognition and image retrieval applications. These …
Proximity of persistence modules and their diagrams
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 …
functions defined over topological spaces. Its validity relies on the fundamental property that …
Persistence-based clustering in Riemannian manifolds
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 …
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 …
interleavings induce a pseudometric d_ I d I on (isomorphism classes of) persistence …
Zigzag persistent homology and real-valued functions
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 …
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
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 …
features, and normal directions of a piecewise smooth surface from its point cloud sampling …
Computing topological persistence for simplicial maps
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 …
inclusion maps. In this paper, we propose a practical algorithm for computing persistence …
SHREC 2011: robust feature detection and description benchmark
Feature-based approaches have recently become very popular in computer vision and
image analysis applications, and are becoming a promising direction in shape retrieval …
image analysis applications, and are becoming a promising direction in shape retrieval …