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Unsupervised Features Learning for Sampled Vector Fields
In this paper we introduce a new approach to computing hidden features o...
11/22/2019 ∙ by Mateusz Juda, et al. ∙
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Persistence Bag-of-Words for Topological Data Analysis
Persistent homology (PH) is a rigorous mathematical theory that provides...
12/21/2018 ∙ by Bartosz Zielinski, et al. ∙
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Persistence Codebooks for Topological Data Analysis
Topological data analysis, such as persistent homology has shown benefic...
02/13/2018 ∙ by Bartosz Zielinski, et al. ∙
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Persistent Homology of Morse Decompositions in Combinatorial Dynamics
We investigate combinatorial dynamical systems on simplicial complexes c...
01/19/2018 ∙ by Tamal K. Dey, et al. ∙
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A Study on Topological Descriptors for the Analysis of 3D Surface Texture
Methods from computational topology are becoming more and more popular i...
10/29/2017 ∙ by Matthias Zeppelzauer, et al. ∙
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Topological descriptors for 3D surface analysis
We investigate topological descriptors for 3D surface analysis, i.e. the...
01/22/2016 ∙ by Matthias Zeppelzauer, et al. ∙
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