Naoki's Selected Talk Slides
The following talk slides showcase some (not all) of
the research projects conducted by me and my group.
Multiscale Hodge Scattering Networks for Data Analysis on Simplicial Complexes
Discrete Integral Operators and Distance Matrices for Graph Signal Processing
Multiscale Basis Dictionaries on Simplicial Complexes
Multiscale Graph Basis Dictionaries
Natural Constructions of Smooth Graph Wavelet Packets
The extended Generalized Haar-Walsh Transform (eGHWT)
The First Steps toward Building Natural Graph Wavelets
How Can We Naturally Sort and Organize Graph Laplacian Eigenvectors?
Handling Acoustic Scattering via Scattering Transforms
Three Excursions around Laplacians
Matrix Data Analysis using Hierarchical Co-Clustering and Multiscale Basis Dictionaries on Graphs
Multiscale Basis Dictionaries on Graphs and Their Applications to Matrix Data Analysis and Signal Segmentation
Time-Frequency Feature Extraction via Synchrosqueezing Transform and Its Application to Data Sonification
Applied and Computational Harmonic Analysis on Graphs and Networks: Tools and Applications
Laplacian Eigenfunctions: Foundations and Applications
Mysteries around Graph Laplacian Eigenvalue 4
On the Localization Behavior of Graph Laplacian Eigenfunctions
Laplacian Eigenfunctions That Do Not Feel the Boundary: Theory, Computation, and Applications
Signal Ensemble Classification on Manifolds
Amplitude and Phase Factorization of Signals via Blaschke Product and Its
Applications
Analysis of Neuronal Dendrite Patterns Using Graph Laplacians
Classification of Underwater Objects Using Synthetic Aperture Sonar Images and Waveforms
Recent Advances in Image Analysis: On the Use of Laplacian Eigenfunctions for Images and Datasets
Polyharmonic Local Cosine Transform for Improving the Reproduction Quality of JPEG-Compressed Images
The Spike Process: A Simple Test Case for Independent or Sparse Component Analysis
Toward a Realization of Marr's Theory of Primal Sketches via Autocorrelation Wavelets: Image Representation using Multiscale Edge Information
Adapted Feature Extraction and Its Applications (Tutorial on the Local Discriminant Basis Methods)
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