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Vertex-Frequency Analysis of Graph Signals
This book introduces new methods to analyze vertex-varying graph signals. In many real-world scenarios, the data sensing domain is not a regular grid, but a more complex network that consists of sensing points (vertices) and edges (relating the sensing points). Furthermore, sensing geometry or sign...
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| Diğer Yazarlar: | , |
| Materyal Türü: | e-Kitap |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing : Imprint: Springer,
2019.
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| Edisyon: | 1st ed. 2019. |
| Seri Bilgileri: | Signals and Communication Technology,
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| Konular: | |
| Online Erişim: | Full-text access OPAC'ta görüntüle |
İçindekiler:
- Introduction to Graph Signal Processing
- Oversampled Graph Laplacian Matrix for Graph Filter Banks
- Toward an Uncertainty Principle for Weighted Graphs
- Graph Theoretic Uncertainty and Feasibility
- Signal-Adapted Tight Frames on Graphs
- Local Spectral Analysis of the Cerebral Cortex: New Gyrification Indices
- Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets.