Research graph
References from Data Analytics on Graphs Part II: Signals on Graphs. Local targets link to admitted publications; unresolved targets remain external evidence.
A spectral graph uncertainty principle
10.1109/tit.2013.2252233 · 2013 · External reference
Efficient sampling set selection for bandlimited graph signals using graph spectral proxies
10.1109/tsp.2016.2546233 · 2016 · External reference
Anatomically-adapted graph wavelets for improved group-level fMRI activation mapping
10.1016/j.neuroimage.2015.06.010 · 2015 · External reference
Signal-adapted tight frames on graphs
10.1109/tsp.2016.2591513 · 2016 · External reference
10.1007/978-3-030-03574-7_4
10.1007/978-3-030-03574-7_4 · 2019 · External reference
Unresolved reference
2015 · External reference
10.1007/978-3-030-03574-7_10
10.1007/978-3-030-03574-7_10 · 2019 · External reference
The restricted isometry property and its implications for compressed sensing
10.1016/j.crma.2008.03.014 · 2008 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2014 · External reference
Signal recovery on graphs: Variation minimization
10.1109/tsp.2015.2441042 · 2015 · External reference
Discrete signal processing on graphs: Sampling theory
10.1109/tsp.2015.2469645 · 2015 · External reference
Signal recovery on graphs: Fundamental limits of sampling strategies
2016 · External reference
Unresolved reference
2016 · External reference
10.1007/978-3-030-03574-7_15
10.1007/978-3-030-03574-7_15 · 2019 · External reference
Unresolved reference
1995 · External reference
Diffusion maps
10.1016/j.acha.2006.04.006 · 2006 · External reference
Local smoothness of graph signals
10.1155/2019/3208569 · 2019 · External reference
Unresolved reference
2014 · External reference
Generalized uncertainty principle and sparse representation in pairs of bases
10.1109/tit.2002.801410 · 2002 · External reference
Unresolved reference
2019 · External reference
Controllability of bandlimited graph processes over random time varying graphs
10.1109/tsp.2019.2952053 · 2019 · External reference
On the shift operator, graph frequency, and optimal filtering in graph signal processing
10.1109/tsp.2017.2752689 · 2017 · External reference
Unresolved reference
2015 · External reference
Translation on graphs: An isometric shift operator
10.1109/lsp.2015.2488279 · 2015 · External reference
A time-vertex signal processing framework: Scalable processing and meaningful representations for time-series on graphs
10.1109/tsp.2017.2775589 · 2017 · External reference
Wavelets on graphs via spectral graph theory
10.1016/j.acha.2010.04.005 · 2011 · External reference
10.1007/978-3-030-03574-7_3
10.1007/978-3-030-03574-7_3 · 2019 · External reference
Extraction of temporal network structures from graph-based signals
10.1109/tsipn.2016.2530562 · 2016 · External reference
Unresolved reference
2017 · External reference
Filtering random graph processes over random time-varying graphs
10.1109/tsp.2017.2706186 · 2017 · External reference
Multiscale methods for data on graphs and irregular multidimensional situations
10.1111/j.1467-9868.2008.00672.x · 2009 · External reference
A fast algorithm for vertex-frequency representations of signals on graphs
10.1016/j.sigpro.2016.09.008 · 2017 · External reference
L1 trend filtering
10.1137/070690274 · 2009 · External reference
Treelets: An adaptive multiscale basis for sparse unordered data
2008 · External reference
Tight wavelet frames on multislice graphs
10.1109/tsp.2013.2259825 · 2013 · External reference
Unresolved reference
2006 · External reference
Scalable M-channel critically sampled filter banks for graph signals
10.1109/tsp.2019.2923142 · 2019 · External reference
10.1016/b978-0-12-813677-5.00009-2
10.1016/b978-0-12-813677-5.00009-2 · 2018 · External reference
Unresolved reference
2016 · External reference
Diffusion polynomial frames on metric measure spaces
10.1016/j.acha.2007.07.001 · 2008 · External reference
Sampling of graph signals with successive local aggregations.
10.1109/tsp.2015.2507546 · 2016 · External reference
Stationary graph processes and spectral estimation
10.1109/tsp.2017.2739099 · 2017 · External reference
10.1007/978-3-030-03574-7_12
10.1007/978-3-030-03574-7_12 · 2019 · External reference
Unresolved reference
1992 · External reference
Unresolved reference
2020 · External reference
10.1016/b978-0-12-813677-5.00008-0
10.1016/b978-0-12-813677-5.00008-0 · 2018 · External reference
The Haar wavelet transform of a dendrogram
10.1007/s00357-007-0007-9 · 2007 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
2011 · External reference
Perfect reconstruction two-channel wavelet filter banks for graph structured data
10.1109/tsp.2012.2188718 · 2012 · External reference
Downsampling of signals on graphs via maximum spanning trees.
10.1109/tsp.2014.2369013 · 2015 · External reference
Global and local uncertainty principles for signals on graphs
2018 · External reference
Stationary signal processing on graphs
10.1109/tsp.2017.2690388 · 2017 · External reference
Random sampling of bandlimited signals on graphs
10.1016/j.acha.2016.05.005 · 2018 · External reference
A survey of uncertainty principles and some signal processing applications
10.1007/s10444-013-9323-2 · 2014 · External reference
Wavelets on graphs via deep learning
2013 · External reference
Oversampled graph Laplacian matrix for graph filter banks
10.1109/tsp.2014.2365761 · 2014 · External reference
Discrete signal processing on graphs
10.1109/tsp.2013.2238935 · 2013 · External reference
Big data analysis with signal processing on graphs: Representation and processing of massive data sets with irregular structure
10.1109/msp.2014.2329213 · 2014 · External reference
Discrete signal processing on graphs: Frequency analysis
10.1109/tsp.2014.2321121 · 2014 · External reference
Unresolved reference
2015 · External reference
Stability and continuity of central-ity measures in weighted graphs
10.1109/tsp.2015.2486740 · 2016 · External reference
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
10.1109/msp.2012.2235192 · 2013 · External reference
Unresolved reference
2012 · External reference
Vertex-frequency analysis on graphs
10.1016/j.acha.2015.02.005 · 2016 · External reference
Highly concentrated time-frequency distributions: Pseudo quantum signal representation
10.1109/78.558467 · 1997 · External reference
A measure of some time-frequency distributions concentration
10.1016/s0165-1684(00)00236-x · 2001 · External reference
Unresolved reference
2015 · External reference
The support uncertainty principle and the graph Rihaczek distribution: Revisited and improved
10.1109/lsp.2020.3000686 · 2020 · External reference
Vertex-frequency analysis: A way to localize graph spectral components [Lecture Notes]
10.1109/msp.2017.2696572 · 2017 · External reference
10.1007/978-3-030-03574-7_1
10.1007/978-3-030-03574-7_1 · 2019 · External reference
10.1007/978-3-030-03574-7_11
10.1007/978-3-030-03574-7_11 · 2019 · External reference
Unresolved reference
2014 · External reference
Understanding the basis of graph signal processing via an intuitive example-driven approach [Lecture Notes]
10.1109/msp.2019.2929832 · 2019 · External reference
Demystifying the coherence index in compressive sensing [Lecture Notes]
10.1109/msp.2019.2945080 · 2020 · External reference
Vertex-frequency graph signal processing: A comprehensive review
2020 · External reference
Reduced interference vertex-frequency distributions
10.1109/lsp.2018.2860250 · 2018 · External reference
Vertex-frequency energy distributions
10.1109/lsp.2017.2764884 · 2018 · External reference
A tutorial on sparse signal reconstruction and its applications in signal processing
2018 · External reference
Generalized sampling on graphs with subspace and smoothness priors
10.1109/tsp.2020.2982325 · 2020 · External reference
M-channel oversampled graph filter banks
2014 · External reference
Unresolved reference
2016 · External reference
Subgraph-based filterbanks for graph signals
10.1109/tsp.2016.2544747 · 2016 · External reference
Signals on graphs: Uncertainty principle and sampling
10.1109/tsp.2016.2573748 · 2016 · External reference
Unresolved reference
2016 · External reference
10.1017/cbo9781139839099
10.1017/cbo9781139839099 · 2014 · External reference
Local measurement and reconstruction for noisy bandlimited graph signals
10.1016/j.sigpro.2016.05.037 · 2016 · External reference
Local-set-based graph signal reconstruction
10.1109/tsp.2015.2411217 · 2015 · External reference
Graph filters and the Z-Laplacian
10.1109/jstsp.2017.2730040 · 2017 · External reference
Graph signal processing—A probabilistic framework
2015 · External reference
Unresolved reference
2016 · External reference
