Computational Topology in Image Context
Springer International Publishing (Verlag)
978-3-030-10827-4 (ISBN)
This book constitutes the proceedings of the 7th International Workshop on Computational Topology in Image Context, CTIC 2019, held in Málaga, Spain, in January 2019.
The 14 papers presented in this volume were carefully reviewed and selected from 21 submissions. Papers deal with theoretical issues but most of them put the attention on the applicability of concepts and algorithms. These were designed to deal with objects and images, but also with the speech signal. The final application must be for instance in the medical domain or in the robotics one.
Discrete analog of the Jacobi set for vector fields.- Computing and reducing slope complexes.- Persistent Homology Computation Using Combinatorial Map Simplification.- Inferring Underlying Manifold of Data by the Use of Persistent Homology Analysis.- Gaps and Well-Composed Objects in the Triangular Grid.- Generating Second Order (Co)homological Information within AT-Model Context.- Computing the Component-Labeling and the Adjacency Tree of a Binary Digital Image in Near Logarithmic-time.- Towards Emotion Recognition: A Persistent Entropy Application.- Harmonic holes as the submodules of brain network and network dissimilarity.- Persistent 1-Cycles: Definition, Computation, and Its Application.- A persistence-based approach to automatic detection of line segments in images.- On the Nonlinear Statistics of Optical Flow.- Topological Homogeneity for Electron Microscopy Images.- Characterizing epithelial tissues using persistent entropy.
| Erscheinungsdatum | 23.12.2018 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | X, 191 p. 151 illus., 73 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 317 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | adjacency tree • algebraic-topological model • Applications • Cell complex • Clustering • component-labeling • Computer Science • computer vision • conference proceedings • Digital Topology • homology computation • Image Analysis • Image Processing • Image Segmentation • Informatics • nD digital object • Parallel Algorithms • parallel processing systems • Persistent Homology • Research • Signal Processing • simplicial complex • topological data analysis • topological features |
| ISBN-10 | 3-030-10827-9 / 3030108279 |
| ISBN-13 | 978-3-030-10827-4 / 9783030108274 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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