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most citedA Survey of Vectorization Methods in Topological Data Analysis

74 citations · 130 across the 11 of their papers we have counts for

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cs.CV2019★ 3 cited

Stable Topological Summaries for Analyzing the Organization of Cells in a Packed Tissue

N. Atienza, M. J. Jimenez, M. Soriano-Trigueros

We use Topological Data Analysis tools for studying the inner organization of cells in segmented images of epithelial tissues. More specifically, for each segmented image, we compu…

cs.CV2018

Topological Tracking of Connected Components in Image Sequences

Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Belen Medrano

Persistent homology provides information about the lifetime of homology classes along a filtration of cell complexes. Persistence barcode is a graphical representation of such info…

cs.CV2014

3D Well-composed Polyhedral Complexes

Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Belen Medrano

A binary three-dimensional (3D) image is well-composed if the boundary surface of its continuous analog is a 2D manifold. Since 3D images are not often well-composed, there are…

cs.CV2011★ 8 cited

A Tool for Integer Homology Computation: Lambda-At Model

Rocio Gonzalez-Diaz, Maria Jose Jimenez, Belen Medrano +1

In this paper, we formalize the notion of lambda-AT-model (where is a non-null integer) for a given chain complex, which allows the computation of homological information in th…

cs.CV2011★ 11 cited

Cubical Cohomology Ring of 3D Photographs

Rocio Gonzalez-Diaz, Maria Jose Jimenez, Belen Medrano

Cohomology and cohomology ring of three-dimensional (3D) objects are topological invariants that characterize holes and their relations. Cohomology ring has been traditionally comp…