[图书][B] Topology-based simplification for feature extraction from 3D scalar fields

A Gyulassy, V Natarajan - 2005 - ieeexplore.ieee.org
A Gyulassy, V Natarajan
2005ieeexplore.ieee.org
In this paper, we present a topological approach for simplifying continuous functions defined
on volumetric domains. We introduce two atomic operations that remove pairs of critical
points of the function and design a combinatorial algorithm that simplifies the Morse-Smale
complex by repeated application of these operations. The Morse-Smale complex is a
topological data structure that provides a compact representation of gradient flow between
critical points of a function. Critical points paired by the Morse-Smale complex identify …
In this paper, we present a topological approach for simplifying continuous functions defined on volumetric domains. We introduce two atomic operations that remove pairs of critical points of the function and design a combinatorial algorithm that simplifies the Morse-Smale complex by repeated application of these operations. The Morse-Smale complex is a topological data structure that provides a compact representation of gradient flow between critical points of a function. Critical points paired by the Morse-Smale complex identify topological features and their importance. The simplification procedure leaves important critical points untouched, and is therefore useful for extracting desirable features. We also present a visualization of the simplified topology.
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