Morse complexes for shape segmentation and homological analysis: discrete models and algorithms

L De Floriani, U Fugacci, F Iuricich… - Computer graphics …, 2015 - Wiley Online Library
Morse theory offers a natural and mathematically‐sound tool for shape analysis and
understanding. It allows studying the behavior of a scalar function defined on a manifold …

On the topology of topography: a review

KC Clarke, BE Romero - Cartography and Geographic Information …, 2017 - Taylor & Francis
In the field of terrain analysis, a primary goal is to effectively identify topographic features for
a better understanding of their associated processes. The relationships among features are …

An integrated algorithm for extracting terrain feature-point clusters based on DEM data

J Hu, M Luo, L Bai, J Duan, B Yu - Remote Sensing, 2022 - mdpi.com
Terrain feature points, such as the peaks and saddles, are the basic framework of surface
topography and its undulations, which significantly affect the spatial distribution of surface …

Exploring uncertainties in terrain feature extraction across multi-scale, multi-feature, and multi-method approaches for variable terrain

BE Romero, KC Clarke - Cartography and Geographic Information …, 2018 - Taylor & Francis
Terrain analysis uses different workflows to extract features from terrain models for the
purpose of understanding topographic patterns and processes. However, the results of …

[BOOK][B] Morphological modeling of terrains and volume data

L Čomić, L De Floriani, P Magillo, F Iuricich - 2014 - Springer
Scalar fields are real-valued functions defined point-wise within a d-dimensional domain.
They appear in many applications, including physics, chemistry, medicine, geography, etc …

Morphologically-aware elimination of flat edges from a TIN

P Magillo, L De Floriani, F Iuricich - Proceedings of the 21st ACM …, 2013 - dl.acm.org
We propose a new technique for eliminating flat edges from a Triangulated Irregular
Network (TIN) in a morphologically consistent way. The algorithm is meant to be a …

A simplification method for grid-based DEM using topological hierarchies

W Sun, H Wang, X Zhao - Survey Review, 2018 - Taylor & Francis
Terrain simplification is the basis of constructing multi-scale digital elevation models.
However, a definite corresponding relationship between the scales and the hierarchy of …

Modeling and generalization of discrete Morse terrain decompositions

L De Floriani, P Magillo, M Vitali - 2010 20th International …, 2010 - ieeexplore.ieee.org
We address the problem of morphological analysis of real terrains. We describe a
morphological model for a terrain by considering extensions of Morse theory to the discrete …

Computational and theoretical issues of multiparameter persistent homology for data analysis

S Scaramuccia - 2018 - tesidottorato.depositolegale.it
The basic goal of topological data analysis is to apply topology-based descriptors to
understand and describe the shape of data. In this context, homology is one of the most …

The Discrete Morse Complex of Images: Algorithms, Modeling and Applications

RD da Silva, H Pedrini, B Hamann - 2nd International Conference …, 2021 - drops.dagstuhl.de
The Morse complex can be used for studying the topology of a function, eg, an image or
terrain height field when understood as bivariate functions. We present an algorithm for the …