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ORCIDPierre Vandergheynst
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- affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland
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2020 – today
- 2025
[i71]Alvaro Arroyo, Alessio Gravina, Benjamin Gutteridge, Federico Barbero, Claudio Gallicchio, Xiaowen Dong, Michael M. Bronstein, Pierre Vandergheynst:
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning. CoRR abs/2502.10818 (2025)- 2024
- [j77]Maria Boulougouri
, Pierre Vandergheynst, Daniel Probst:
Molecular set representation learning. Nat. Mac. Intell. 6(7): 754-763 (2024) - [c134]Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai:
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds. ICLR 2024 - 2023
- [d2]Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson:
fma-small-tfds. Zenodo, 2023
- [i70]Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst:
Interpretable statistical representations of neural population dynamics and geometry. CoRR abs/2304.03376 (2023) - [i69]Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai:
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds. CoRR abs/2309.16746 (2023) - 2022
- [j76]Andreas Scheck, Stéphane Rosset, Michaël Defferrard, Andreas Loukas, Jaume Bonet, Pierre Vandergheynst, Bruno E. Correia:
RosettaSurf - A surface-centric computational design approach. PLoS Comput. Biol. 18(3) (2022) - [c133]Daniele Grattarola, Pierre Vandergheynst:
Generalised Implicit Neural Representations. NeurIPS 2022 - [i68]Daniele Grattarola, Pierre Vandergheynst:
Generalised Implicit Neural Representations. CoRR abs/2205.15674 (2022) - 2020
- [c132]Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst:
What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions. WWW (Companion Volume) 2020: 794-801 - [i67]Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst:
What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions. CoRR abs/2002.06885 (2020)
2010 – 2019
- 2019
- [c131]Nauman Shahid, Francesco Grassi, Pierre Vandergheynst:
Tensor Robust PCA on Graphs. ICASSP 2019: 5406-5410 - [c130]Nicolas Aspert, Volodymyr Miz, Benjamin Ricaud, Pierre Vandergheynst:
A Graph-Structured Dataset for Wikipedia Research. WWW (Companion Volume) 2019: 1188-1193 - [c129]Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst:
Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory. WWW 2019: 1290-1299 - [i66]Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst:
Anomaly detection in the dynamics of web and social networks. CoRR abs/1901.09688 (2019) - [i65]Nicolas Aspert, Volodymyr Miz, Benjamin Ricaud, Pierre Vandergheynst:
A Graph-structured Dataset for Wikipedia Research. CoRR abs/1903.08597 (2019) - [i64]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
Revisiting hard thresholding for DNN pruning. CoRR abs/1905.08793 (2019) - [i63]Konstantinos Pitas, Andreas Loukas, Mike Davies, Pierre Vandergheynst:
Some limitations of norm based generalization bounds in deep neural networks. CoRR abs/1905.09677 (2019) - 2018
- [j75]Antonio Ortega, Pascal Frossard, Jelena Kovacevic, José M. F. Moura, Pierre Vandergheynst:
Graph Signal Processing: Overview, Challenges, and Applications. Proc. IEEE 106(5): 808-828 (2018) - [j74]Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst:
Adaptive Graph-Based Total Variation for Tomographic Reconstructions. IEEE Signal Process. Lett. 25(5): 700-704 (2018) - [j73]David I. Shuman, Pierre Vandergheynst, Daniel Kressner, Pascal Frossard:
Distributed Signal Processing via Chebyshev Polynomial Approximation. IEEE Trans. Signal Inf. Process. over Networks 4(4): 736-751 (2018) - [c128]Helena Peic Tukuljac, Thach Pham Vu, Hervé Lissek, Pierre Vandergheynst:
Joint Estimation of the Room Geometry and Modes with Compressed Sensing. ICASSP 2018: 6882-6886 - [c127]Andreas Loukas, Pierre Vandergheynst:
Spectrally Approximating Large Graphs with Smaller Graphs. ICML 2018: 3243-3252 - [c126]Lionel Martin, Andreas Loukas, Pierre Vandergheynst:
Fast Approximate Spectral Clustering for Dynamic Networks. ICML 2018: 3420-3429 - [c125]Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
Structured Sequence Modeling with Graph Convolutional Recurrent Networks. ICONIP (1) 2018: 362-373 - [i62]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report. CoRR abs/1801.00171 (2018) - [i61]Helena Peic Tukuljac, Thach Pham Vu, Hervé Lissek, Pierre Vandergheynst:
Joint Estimation of Room Geometry and Modes with Compressed Sensing. CoRR abs/1802.05879 (2018) - [i60]Andreas Loukas, Pierre Vandergheynst:
Spectrally approximating large graphs with smaller graphs. CoRR abs/1802.07510 (2018) - [i59]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees. CoRR abs/1803.04239 (2018) - 2017
- [j72]Alessandra Griffa, Benjamin Ricaud, Kirell Benzi, Xavier Bresson, Alessandro Daducci, Pierre Vandergheynst, Jean-Philippe Thiran, Patric Hagmann:
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems. NeuroImage 155: 490-502 (2017) - [j71]Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst:
Geometric Deep Learning: Going beyond Euclidean data. IEEE Signal Process. Mag. 34(4): 18-42 (2017) - [j70]Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst:
Compressive PCA for Low-Rank Matrices on Graphs. IEEE Trans. Signal Inf. Process. over Networks 3(4): 695-710 (2017) - [j69]Nathanaël Perraudin, Pierre Vandergheynst:
Stationary Signal Processing on Graphs. IEEE Trans. Signal Process. 65(13): 3462-3477 (2017) - [c124]Nathanaël Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst:
Towards stationary time-vertex signal processing. ICASSP 2017: 3914-3918 - [c123]Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset for Music Analysis. ISMIR 2017: 316-323 - [d1]Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset For Music Analysis. UCI Machine Learning Repository, 2017 - [i58]Johan Paratte, Nathanaël Perraudin, Pierre Vandergheynst:
Compressive Embedding and Visualization using Graphs. CoRR abs/1702.05815 (2017) - [i57]Helena Peic Tukuljac, Hervé Lissek, Pierre Vandergheynst:
Localization of Sound Sources in a Room with One Microphone. CoRR abs/1707.04504 (2017) - [i56]Volodymyr Miz, Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst:
Wikipedia dynamic patterns discovery. CoRR abs/1710.00398 (2017) - 2016
- [j68]Mahdad Hosseini Kamal, Barmak Heshmat, Ramesh Raskar, Pierre Vandergheynst, Gordon Wetzstein:
Tensor low-rank and sparse light field photography. Comput. Vis. Image Underst. 145: 172-181 (2016) - [j67]Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst:
Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. 10(4): 740-756 (2016) - [j66]William Guicquero, Antoine Dupret, Pierre Vandergheynst:
An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging. IEEE Trans. Computational Imaging 2(3): 190-203 (2016) - [j65]Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst:
Principal Patterns on Graphs: Discovering Coherent Structures in Datasets. IEEE Trans. Signal Inf. Process. over Networks 2(2): 160-173 (2016) - [j64]David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst:
A Multiscale Pyramid Transform for Graph Signals. IEEE Trans. Signal Process. 64(8): 2119-2134 (2016) - [j63]Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst:
Learning Laplacian Matrix in Smooth Graph Signal Representations. IEEE Trans. Signal Process. 64(23): 6160-6173 (2016) - [c122]Daniele Bortolotti, Andrea Bartolini, Luca Benini, V. Rajesh Pamula, Nick Van Helleputte, Chris Van Hoof, Marian Verhelst, Tobias Gemmeke, Rubén Braojos Lopez, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst:
PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms. Conf. Computing Frontiers 2016: 309-314 - [c121]Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund:
Graph-based sinogram denoising for tomographic reconstructions. EMBC 2016: 3961-3664 - [c120]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song recommendation with non-negative matrix factorization and graph total variation. ICASSP 2016: 2439-2443 - [c119]Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst:
Accelerated spectral clustering using graph filtering of random signals. ICASSP 2016: 4094-4098 - [c118]Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst:
PCA using graph total variation. ICASSP 2016: 4668-4672 - [c117]Nicolas Tremblay, Gilles Puy, Rémi Gribonval, Pierre Vandergheynst:
Compressive Spectral Clustering. ICML 2016: 1002-1011 - [c116]Rodrigo C. G. Pena, Xavier Bresson, Pierre Vandergheynst:
Source localization on graphs via ℓ1 recovery and spectral graph theory. IVMSP 2016: 1-5 - [c115]Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst:
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. NIPS 2016: 3837-3845 - [i55]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation. CoRR abs/1601.01892 (2016) - [i54]Nathanaël Perraudin, Pierre Vandergheynst:
Stationary signal processing on graphs. CoRR abs/1601.02522 (2016) - [i53]Nicolas Tremblay, Gilles Puy, Rémi Gribonval, Pierre Vandergheynst:
Compressive Spectral Clustering. CoRR abs/1602.02018 (2016) - [i52]Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst:
Compressive PCA on Graphs. CoRR abs/1602.02070 (2016) - [i51]Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund:
Graph Based Sinogram Denoising for Tomographic Reconstructions. CoRR abs/1603.04203 (2016) - [i50]Rodrigo C. G. Pena, Xavier Bresson, Pierre Vandergheynst:
Source Localization on Graphs via l1 Recovery and Spectral Graph Theory. CoRR abs/1603.07584 (2016) - [i49]Nauman Shahid, Nathanaël Perraudin, Pierre Vandergheynst:
Low-Rank Matrices on Graphs: Generalized Recovery & Applications. CoRR abs/1605.05579 (2016) - [i48]Nathanaël Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst:
Towards stationary time-vertex signal processing. CoRR abs/1606.06962 (2016) - [i47]Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst:
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. CoRR abs/1606.09375 (2016) - [i46]Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst:
Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions. CoRR abs/1610.00893 (2016) - [i45]Nauman Shahid, Francesco Grassi, Pierre Vandergheynst:
Multilinear Low-Rank Tensors on Graphs & Applications. CoRR abs/1611.04835 (2016) - [i44]Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst:
Geometric deep learning: going beyond Euclidean data. CoRR abs/1611.08097 (2016) - [i43]Kirell Benzi, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset For Music Analysis. CoRR abs/1612.01840 (2016) - [i42]Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
Structured Sequence Modeling with Graph Convolutional Recurrent Networks. CoRR abs/1612.07659 (2016) - 2015
- [j62]Davide Boscaini, Jonathan Masci, Simone Melzi, Michael M. Bronstein, Umberto Castellani, Pierre Vandergheynst:
Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks. Comput. Graph. Forum 34(5): 13-23 (2015) - [j61]Nikola Katic, Mahdad Hosseini Kamal, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
Compressive image acquisition in modern CMOS IC design. Int. J. Circuit Theory Appl. 43(6): 722-741 (2015) - [j60]David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst:
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames. IEEE Trans. Signal Process. 63(16): 4223-4235 (2015) - [c114]Yann Schoenenberger, Johan Paratte, Pierre Vandergheynst:
Graph-based denoising for time-varying point clouds. 3DTV-Conference 2015: 1-4 - [c113]Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst:
Functional correspondence by matrix completion. CVPR 2015: 905-914 - [c112]Hossein Mamaghanian, Pierre Vandergheynst:
Ultra-low-power ECG front-end design based on compressed sensing. DATE 2015: 671-676 - [c111]Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst:
Laplacian matrix learning for smooth graph signal representation. ICASSP 2015: 3736-3740 - [c110]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Robust Principal Component Analysis on Graphs. ICCV 2015: 2812-2820 - [c109]Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst:
Geodesic Convolutional Neural Networks on Riemannian Manifolds. ICCV Workshops 2015: 832-840 - [i41]Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst:
ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds. CoRR abs/1501.06297 (2015) - [i40]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Robust Principal Component Analysis on Graphs. CoRR abs/1504.06151 (2015) - [i39]Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst:
Principal Patterns on Graphs: Discovering Coherent Structures in Datasets. CoRR abs/1504.08153 (2015) - [i38]Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst:
Fast Robust PCA on Graphs. CoRR abs/1507.08173 (2015) - [i37]Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst:
Accelerated Spectral Clustering Using Graph Filtering Of Random Signals. CoRR abs/1509.08863 (2015) - [i36]Yann Schoenenberger, Johan Paratte, Pierre Vandergheynst:
Graph-based denoising for time-varying point clouds. CoRR abs/1511.04902 (2015) - [i35]Gilles Puy, Nicolas Tremblay, Rémi Gribonval, Pierre Vandergheynst:
Random sampling of bandlimited signals on graphs. CoRR abs/1511.05118 (2015) - 2014
- [j59]Jan Hendrik Kobarg, Peter Maass, Janina Oetjen, Oren Tropp, Eyal Hirsch, Chen Sagiv, Mohammad Golbabaee, Pierre Vandergheynst:
Numerical experiments with MALDI Imaging data. Adv. Comput. Math. 40(3): 667-682 (2014) - [j58]Mohammad Golbabaee, Alexandre Alahi, Pierre Vandergheynst:
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm. J. Math. Imaging Vis. 48(1): 160-175 (2014) - [j57]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 874-887 (2014) - [j56]Gilles Puy, Pierre Vandergheynst:
Robust Image Reconstruction from Multiview Measurements. SIAM J. Imaging Sci. 7(1): 128-156 (2014) - [j55]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. SIAM J. Imaging Sci. 7(4): 2623-2656 (2014) - [j54]Simon Arberet, Pierre Vandergheynst:
Reverberant Audio Source Separation via Sparse and Low-Rank Modeling. IEEE Signal Process. Lett. 21(4): 404-408 (2014) - [j53]Mahsa Shoaran, Mahdad Hosseini Kamal, Claudio Pollo, Pierre Vandergheynst, Alexandre Schmid:
Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition. IEEE Trans. Biomed. Circuits Syst. 8(6): 857-870 (2014) - [j52]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds. IEEE Trans. Signal Process. 62(4): 905-918 (2014) - [c108]William Guicquero, Michele Benetti, Arnaud Peizerat, Antoine Dupret, Pierre Vandergheynst:
On compensating unknown pixel behaviors for image sensors with embedded processing. ACSSC 2014: 933-937 - [c107]Mahdad Hosseini Kamal, Paolo Favaro, Pierre Vandergheynst:
A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method. EMMCVPR 2014: 350-363 - [c106]William Guicquero, Pierre Vandergheynst, Timothé Laforest, Antoine Dupret:
On adaptive pixel random selection for compressive sensing. GlobalSIP 2014: 712-716 - [c105]William Guicquero, Pierre Vandergheynst, Timothé Laforest, Arnaud Verdant, Antoine Dupret:
On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging. GlobalSIP 2014: 717-721 - [c104]Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Pierre Vandergheynst:
Combining Spread Spectrum Compressive Sensing with rakeness for low frequency modulation in RMPI architecture. ICASSP 2014: 4146-4150 - [c103]Hossein Mamaghanian, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst:
Power-efficient joint compressed sensing of multi-lead ECG signals. ICASSP 2014: 4409-4412 - [c102]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
Compressed quantitative MRI: Bloch response recovery through iterated projection. ICASSP 2014: 6899-6903 - [c101]Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini:
Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor. ISLPED 2014: 45-50 - [i34]Nathanaël Perraudin, David I. Shuman, Gilles Puy, Pierre Vandergheynst:
UNLocBoX A matlab convex optimization toolbox using proximal splitting methods. CoRR abs/1402.0779 (2014) - [i33]Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst:
Learning Graphs from Signal Observations under Smoothness Prior. CoRR abs/1406.7842 (2014) - [i32]Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Matrix Completion on Graphs. CoRR abs/1408.1717 (2014) - [i31]Nathanaël Perraudin, Johan Paratte, David I. Shuman, Vassilis Kalofolias, Pierre Vandergheynst, David K. Hammond:
GSPBOX: A toolbox for signal processing on graphs. CoRR abs/1408.5781 (2014) - [i30]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - [i29]Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux:
On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. CoRR abs/1412.1340 (2014) - [i28]Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst:
Functional correspondence by matrix completion. CoRR abs/1412.8070 (2014) - 2013
- [j51]David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst:
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains. IEEE Signal Process. Mag. 30(3): 83-98 (2013) - [j50]Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux:
Sparse Reverberant Audio Source Separation via Reweighted Analysis. IEEE Trans. Speech Audio Process. 21(7): 1391-1402 (2013) - [j49]Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem. IEEE Trans. Image Process. 22(6): 2275-2285 (2013) - [j48]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. IEEE Trans. Image Process. 22(12): 5096-5110 (2013) - [j47]Hossein Afshari, Laurent Jacques, Luigi Bagnato, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. J. Signal Process. Syst. 70(3): 305-328 (2013) - [c100]William Guicquero, Antoine Dupret, Pierre Vandergheynst:
An adaptive compressive sensing with side information. ACSSC 2013: 138-142 - [c99]William Guicquero, Antoine Dupret, Pierre Vandergheynst:
Multi-capture High Dynamic Range compressive imaging. ACSSC 2013: 143-147 - [c98]Mahdad Hosseini Kamal, Hossein Afshari, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst:
Interconnected network of cameras. Sensors, Cameras, and Systems for Industrial and Scientific Applications 2013: 86590P - [c97]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
Clustering on multi-layer graphs via subspace analysis on Grassmann manifolds. GlobalSIP 2013: 993-996 - [c96]Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
High frame-rate low-power compressive sampling CMOS image sensor architecture: [extended abstract]. ACM Great Lakes Symposium on VLSI 2013: 313-314 - [c95]Xiaowen Dong, Antonio Ortega, Pascal Frossard, Pierre Vandergheynst:
Inference of mobility patterns via Spectral Graph Wavelets. ICASSP 2013: 3118-3122 - [c94]Mahdad Hosseini Kamal, Pierre Vandergheynst:
Joint low-rank and sparse light field modelling for dense multiview data compression. ICASSP 2013: 3831-3835 - [c93]Mahdad Hosseini Kamal, Mahsa Shoaran, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst:
Compressive multichannel cortical signal recording. ICASSP 2013: 4305-4309 - [c92]Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
Power-efficient CMOS image acquisition system based on compressive sampling. MWSCAS 2013: 1367-1370 - [c91]Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
Column-separated compressive sampling scheme for low power CMOS image sensors. NEWCAS 2013: 1-4 - [i27]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds. CoRR abs/1303.2221 (2013) - [i26]David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst:
Vertex-Frequency Analysis on Graphs. CoRR abs/1307.5708 (2013) - [i25]David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst:
A Framework for Multiscale Transforms on Graphs. CoRR abs/1308.4942 (2013) - [i24]Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux:
On the computation of directional scale-discretized wavelet transforms on the sphere. CoRR abs/1308.5706 (2013) - [i23]David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst:
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames. CoRR abs/1311.0897 (2013) - [i22]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection. CoRR abs/1312.2457 (2013) - [i21]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. CoRR abs/1312.2465 (2013) - [i20]Simon Arberet, Pierre Vandergheynst:
Reverberant Audio Source Separation via Sparse and Low-Rank Modeling. CoRR abs/1312.2795 (2013) - 2012
- [j46]Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux:
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. EURASIP J. Adv. Signal Process. 2012: 6 (2012) - [j45]Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst:
Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 493-501 (2012) - [j44]Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard:
Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding. IEEE Trans. Image Process. 21(4): 1950-1962 (2012) - [j43]Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux:
Spread Spectrum Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 31(3): 586-598 (2012) - [j42]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
Clustering With Multi-Layer Graphs: A Spectral Perspective. IEEE Trans. Signal Process. 60(11): 5820-5831 (2012) - [c90]Alexandre Alahi, Raphael Ortiz, Pierre Vandergheynst:
FREAK: Fast Retina Keypoint. CVPR 2012: 510-517 - [c89]Mohammad Golbabaee, Pierre Vandergheynst:
Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery. ICASSP 2012: 2741-2744 - [c88]Mahdad Hosseini Kamal, Mohammad Golbabaee, Pierre Vandergheynst:
Light field compressive sensing in camera arrays. ICASSP 2012: 5413-5416 - [c87]Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst:
Plenoptic spherical sampling. ICIP 2012: 357-360 - [c86]Mohammad Golbabaee, Pierre Vandergheynst:
Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging. ICIP 2012: 933-936 - [c85]Alexandre Alahi, Luigi Bagnato, Damien Matti, Pierre Vandergheynst:
Foreground silhouette extraction robust to sudden changes of background appearance. ICIP 2012: 1229-1232 - [c84]Emmanuel d'Angelo, Alexandre Alahi, Pierre Vandergheynst:
Beyond bits: Reconstructing images from Local Binary Descriptors. ICPR 2012: 935-938 - [c83]David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst:
A windowed graph Fourier transform. SSP 2012: 133-136 - [i19]Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux:
Spread spectrum magnetic resonance imaging. CoRR abs/1203.2205 (2012) - [i18]Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sparse signal reconstruction on the sphere: implications of a new sampling theorem. CoRR abs/1205.1013 (2012) - [i17]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. CoRR abs/1208.4505 (2012) - [i16]David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst:
Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains. CoRR abs/1211.0053 (2012) - [i15]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. CoRR abs/1211.1265 (2012) - [i14]Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux:
S2LET: A code to perform fast wavelet analysis on the sphere. CoRR abs/1211.1680 (2012) - [i13]Mohammad Golbabaee, Pierre Vandergheynst:
Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices. CoRR abs/1211.5058 (2012) - [i12]Gilles Puy, Pierre Vandergheynst:
Robust image reconstruction from multi-view measurements. CoRR abs/1212.3268 (2012) - 2011
- [j41]Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst:
Sparsity Driven People Localization with a Heterogeneous Network of Cameras. J. Math. Imaging Vis. 41(1-2): 39-58 (2011) - [j40]Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst:
A Variational Framework for Structure from Motion in Omnidirectional Image Sequences. J. Math. Imaging Vis. 41(3): 182-193 (2011) - [j39]Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot:
Fast orthogonal sparse approximation algorithms over local dictionaries. Signal Process. 91(12): 2822-2835 (2011) - [j38]Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
On Variable Density Compressive Sampling. IEEE Signal Process. Lett. 18(10): 595-598 (2011) - [j37]Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst:
Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes. IEEE Trans. Biomed. Eng. 58(9): 2456-2466 (2011) - [j36]Antonin Descampe, Christophe De Vleeschouwer, Pierre Vandergheynst, Benoît Macq:
Scalable Feature Extraction for Coarse-to-Fine JPEG 2000 Image Classification. IEEE Trans. Image Process. 20(9): 2636-2649 (2011) - [c82]David I. Shuman, Pierre Vandergheynst, Pascal Frossard:
Chebyshev polynomial approximation for distributed signal processing. DCOSS 2011: 1-8 - [c81]Emmanuel d'Angelo, Pierre Vandergheynst:
Fully non-local super-resolution via spectral hashing. ICASSP 2011: 1137-1140 - [c80]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
A regularization framework for mobile social network analysis. ICASSP 2011: 2140-2143 - [c79]Anna Llagostera Casanovas, Pierre Vandergheynst:
Unsupervised extraction of audio-visual objects. ICASSP 2011: 2284-2287 - [c78]Emmanuel d'Angelo, Johan Paratte, Gilles Puy, Pierre Vandergheynst:
Fast TV-L1 optical flow for interactivity. ICIP 2011: 1885-1888 - [c77]Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst:
Real-time compressed sensing-based electrocardiogram compression on energy-constrained wireless body sensors. ISCAS 2011: 1744-1747 - [i11]David I. Shuman, Pierre Vandergheynst, Pascal Frossard:
Chebyshev Polynomial Approximation for Distributed Signal Processing. CoRR abs/1105.1891 (2011) - [i10]Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov:
Clustering with Multi-Layer Graphs: A Spectral Perspective. CoRR abs/1106.2233 (2011) - [i9]Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
On Variable Density Compressive Sampling. CoRR abs/1109.6202 (2011) - [i8]Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux:
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. CoRR abs/1110.5870 (2011) - [i7]Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Implications for compressed sensing of a new sampling theorem on the sphere. CoRR abs/1110.6296 (2011) - [i6]Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sampling theorems and compressive sensing on the sphere. CoRR abs/1110.6297 (2011) - [i5]David I. Shuman, Pierre Vandergheynst, Pascal Frossard:
Distributed Signal Processing via Chebyshev Polynomial Approximation. CoRR abs/1111.5239 (2011) - 2010
- [j35]Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt:
Cascade of descriptors to detect and track objects across any network of cameras. Comput. Vis. Image Underst. 114(6): 624-640 (2010) - [j34]Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval:
Blind Audiovisual Source Separation Based on Sparse Redundant Representations. IEEE Trans. Multim. 12(5): 358-371 (2010) - [c76]Andreas Weishaupt, Luigi Bagnato, Pierre Vandergheynst:
Fast structure from motion for planar image sequences. EUSIPCO 2010: 1014-1018 - [c75]Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst:
Multichannel compressed sensing via source separation for hyperspectral images. EUSIPCO 2010: 1326-1329 - [c74]Anna Llagostera Casanovas, Pierre Vandergheynst:
Audio-based nonlinear video diffusion. ICASSP 2010: 2486-2489 - [c73]Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst:
Spread spectrum for interferometric and magnetic resonance imaging. ICASSP 2010: 2802-2805 - [c72]Karin Schnass, Pierre Vandergheynst:
A union of incoherent spaces model for classification. ICASSP 2010: 5490-5493 - [c71]Emmanuel d'Angelo, Pierre Vandergheynst:
Towards unifying diffusion and exemplar-based inpainting. ICIP 2010: 417-420 - [c70]Daniel Domingues, Alexandre Alahi, Pierre Vandergheynst:
Stream carving: An adaptive seam carving algorithm. ICIP 2010: 901-904 - [c69]Luigi Bagnato, Yannick Boursier, Pascal Frossard, Pierre Vandergheynst:
Plenoptic based super-resolution for omnidirectional image sequences. ICIP 2010: 2829-2832 - [c68]Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst:
Spread spectrum for compressed sensing techniques in magnetic resonance imaging. ISBI 2010: 756-759 - [c67]Vahid Majidzadeh, Laurent Jacques, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing. ISCAS 2010: 2956-2959 - [c66]Simon Arberet, Alexey Ozerov, Ngoc Q. K. Duong, Emmanuel Vincent, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst:
Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. ISSPA 2010: 1-4 - [i4]Karin Schnass, Pierre Vandergheynst:
Classification via Incoherent Subspaces. CoRR abs/1005.1471 (2010)
2000 – 2009
- 2009
- [j33]Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire:
Geometric Video Approximation Using Weighted Matching Pursuit. IEEE Trans. Image Process. 18(8): 1703-1716 (2009) - [j32]Gianluca Monaci, Pierre Vandergheynst, Friedrich T. Sommer:
Learning Bimodal Structure in Audio-Visual Data. IEEE Trans. Neural Networks 20(12): 1898-1910 (2009) - [c65]Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin:
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals. ICASSP 2009: 465-468 - [c64]Laurent Jacques, Pierre Vandergheynst, Alexandre Bibet, Vahid Majidzadeh, Alexandre Schmid, Yusuf Leblebici:
CMOS compressed imaging by Random Convolution. ICASSP 2009: 1113-1116 - [c63]Farid M. Naini, Rémi Gribonval, Laurent Jacques, Pierre Vandergheynst:
Compressive sampling of pulse trains: Spread the spectrum! ICASSP 2009: 2877-2880 - [c62]Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst:
A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries. ICASSP 2009: 3445-3448 - [c61]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. ICDSC 2009: 1-8 - [c60]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
A sparsity constrained inverse problem to locate people in a network of cameras. DPS 2009: 1-7 - [c59]Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Mohamed-Jalal Fadili, Pierre Vandergheynst:
TV-regularized generation of planar images from omnicams. ICIP 2009: 1161-1164 - [c58]Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst:
Optical flow and depth from motion for omnidirectional images using a TV-L1 variational framework on graphs. ICIP 2009: 1469-1472 - [i3]Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst:
Spread spectrum for imaging techniques in radio interferometry. CoRR abs/0907.0944 (2009) - [i2]David K. Hammond, Pierre Vandergheynst, Rémi Gribonval:
Wavelets on Graphs via Spectral Graph Theory. CoRR abs/0912.3848 (2009) - 2008
- [j31]Jean-Pierre Antoine, Iva Bogdanova, Pierre Vandergheynst:
The Continuous Wavelet Transform on Conic Sections. Int. J. Wavelets Multiresolution Inf. Process. 6(2): 137-156 (2008) - [j30]Holger Rauhut, Karin Schnass, Pierre Vandergheynst:
Compressed Sensing and Redundant Dictionaries. IEEE Trans. Inf. Theory 54(5): 2210-2219 (2008) - [j29]Karin Schnass, Pierre Vandergheynst:
Dictionary Preconditioning for Greedy Algorithms. IEEE Trans. Signal Process. 56(5): 1994-2002 (2008) - [c57]Laurent Jacques, E. De Vito, Luigi Bagnato, Pierre Vandergheynst:
Shape from texture for omnidirectional images. EUSIPCO 2008: 1-5 - [c56]Philippe Jost, Pierre Vandergheynst:
On finding approximate nearest neighbours in a set of compressible signals. EUSIPCO 2008: 1-5 - [c55]Boris Mailhé, Sylvain Lesage, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst:
Shift-invariant dictionary learning for sparse representations: Extending K-SVD. EUSIPCO 2008: 1-5 - [c54]Gianluca Monaci, Friedrich T. Sommer, Pierre Vandergheynst:
Learning sparse generative models of audiovisual signals. EUSIPCO 2008: 1-5 - [c53]Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval:
Blind audiovisual separation based on redundant representations. ICASSP 2008: 1841-1844 - [c52]Mohammad Golbabaee, Pierre Vandergheynst:
Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence. ICASSP 2008: 3877-3880 - [c51]Mona Mahmoudi, Pierre Vandergheynst, Matteo Sorci:
On the estimation of geodesic paths on sampled manifolds under random projections. ICIP 2008: 1840-1843 - [c50]Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt:
Object detection and matching in a mixed network of fixed and mobile cameras. AREA 2008: 9-16 - 2007
- [j28]Yves Wiaux, Laurent Jacques, Pierre Vandergheynst:
Fast spin ±2 spherical harmonics transforms and application in cosmology. J. Comput. Phys. 226(2): 2359-2371 (2007) - [j27]Xavier Bresson, Selim Esedoglu, Pierre Vandergheynst, Jean-Philippe Thiran, Stanley J. Osher:
Fast Global Minimization of the Active Contour/Snake Model. J. Math. Imaging Vis. 28(2): 151-167 (2007) - [j26]Karin Schnass, Pierre Vandergheynst:
Average Performance Analysis for Thresholding. IEEE Signal Process. Lett. 14(11): 828-831 (2007) - [j25]Iva Bogdanova, Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst:
Scale Space Analysis and Active Contours for Omnidirectional Images. IEEE Trans. Image Process. 16(7): 1888-1901 (2007) - [j24]Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval:
Learning Multimodal Dictionaries. IEEE Trans. Image Process. 16(9): 2272-2283 (2007) - [j23]Lorenzo Peotta, Pierre Vandergheynst:
Matching Pursuit With Block Incoherent Dictionaries. IEEE Trans. Signal Process. 55(9): 4549-4557 (2007) - [c49]Gianluca Monaci, Pierre Vandergheynst, Emilio Maggio, Andrea Cavallaro:
Tracking Atoms with Particles for Audio-Visual Source Localization. ICASSP (2) 2007: 753-756 - [c48]Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst:
Average Case Analysis of Multichannel Thresholding. ICASSP (2) 2007: 853-856 - [c47]Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst:
Blind Audiovisual Source Separation using Sparse Representations. ICIP (3) 2007: 301-304 - [i1]Holger Rauhut, Karin Schnass, Pierre Vandergheynst:
Compressed Sensing and Redundant Dictionaries. CoRR abs/math/0701131 (2007) - 2006
- [j22]Markus Flierl, Pierre Vandergheynst:
Distributed Coding of Highly Correlated Image Sequences with Motion-Compensated Temporal Wavelets. EURASIP J. Adv. Signal Process. 2006 (2006) - [j21]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional. Int. J. Comput. Vis. 68(2): 145-162 (2006) - [j20]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Int. J. Comput. Vis. 70(3): 197-211 (2006) - [j19]François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran:
Matching pursuit-based shape representation and recognition using scale-space. Int. J. Imaging Syst. Technol. 16(5): 162-180 (2006) - [j18]Rémi Gribonval, Rosa M. Figueras i Ventura, Pierre Vandergheynst:
A simple test to check the optimality of a sparse signal approximation. Signal Process. 86(3): 496-510 (2006) - [j17]Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst:
Analysis of multimodal sequences using geometric video representations. Signal Process. 86(12): 3534-3548 (2006) - [j16]Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard:
Flexible motion-adaptive video coding with redundant expansions. IEEE Trans. Circuits Syst. Video Technol. 16(2): 178-190 (2006) - [j15]Ivana Tosic, Pascal Frossard, Pierre Vandergheynst:
Progressive Coding of 3-D Objects Based on Overcomplete Decompositions. IEEE Trans. Circuits Syst. Video Technol. 16(11): 1338-1349 (2006) - [j14]Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard:
Low-rate and flexible image coding with redundant representations. IEEE Trans. Image Process. 15(3): 726-739 (2006) - [j13]Rémi Gribonval, Pierre Vandergheynst:
On the exponential convergence of matching pursuits in quasi-incoherent dictionaries. IEEE Trans. Inf. Theory 52(1): 255-261 (2006) - [j12]Òscar Divorra Escoda, Lorenzo Granai, Pierre Vandergheynst:
On the use of a priori information for sparse signal approximations. IEEE Trans. Signal Process. 54(9): 3468-3482 (2006) - [j11]Philippe Jost, Pierre Vandergheynst, Pascal Frossard:
Tree-Based Pursuit: Algorithm and Properties. IEEE Trans. Signal Process. 54(12): 4685-4697 (2006) - [c46]Gianluca Monaci, Pierre Vandergheynst:
Audiovisual Gestalts. CVPR Workshops 2006: 200 - [c45]Philippe Jost, Pierre Vandergheynst, Sylvain Lesage, Rémi Gribonval:
MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries. ICASSP (5) 2006: 857-860 - [c44]Òscar Divorra Escoda, Lorenzo Granai, Mathieu Lemay, Javier Molinero Hernandez, Pierre Vandergheynst, Jean-Marc Vesin:
Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions. ICASSP (2) 2006: 1060-1063 - [c43]Karin Schnass, Pierre Vandergheynst, Pascal Frossard:
Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions. MMSP 2006: 1-4 - [c42]Antonin Descampe, Pierre Vandergheynst, Christophe De Vleeschouwer, Benoît Macq:
Coarse-to-Fine Textures Retrieval in the JPEG 2000 Compressed Domain for Fast Browsing of Large Image Databases. MRCS 2006: 282-289 - [c41]Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval:
Learning Multi-modal Dictionaries: Application to Audiovisual Data. MRCS 2006: 538-545 - 2005
- [j10]Sébastien Bilavarn, Eric Debes, Pierre Vandergheynst, Jean-Philippe Diguet:
Processor Enhancements for Media Streaming Applications. J. VLSI Signal Process. 41(2): 225-234 (2005) - [c40]Ivana Tosic, Pascal Frossard, Pierre Vandergheynst:
Progressive Low Bit Rate Coding of Simple 3D Objects with Matching Pursuit. DCC 2005: 483 - [c39]Òscar Divorra Escoda, Markus Flierl, Pierre Vandergheynst:
Intra-adaptive motion-compensated lifted wavelets for video coding. EUSIPCO 2005: 1-4 - [c38]Ivana Tosic, Iva Bogdanova, Pascal Frossard, Pierre Vandergheynst:
Multiresolution motion estimation for omnidirectional images. EUSIPCO 2005: 1-4 - [c37]Rémi Gribonval, Rosa M. Figueras i Ventura, Pierre Vandergheynst:
A simple test to check the optimality of sparse signal approximations. ICASSP (5) 2005: 717-720 - [c36]Markus Flierl, Pierre Vandergheynst:
Video coding with motion-compensated temporal transforms and side information. ICASSP (5) 2005: 921-924 - [c35]Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard:
The M-term pursuit for image representation and progressive compression. ICIP (1) 2005: 73-76 - [c34]Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst:
Analysis of multimodal signals using redundant representations. ICIP (3) 2005: 146-149 - [c33]Markus Flierl, Pierre Vandergheynst:
An improved pyramid for spatially scalable video coding. ICIP (2) 2005: 878-881 - [c32]Tammam Tillo, Barbara Penna, Pascal Frossard, Pierre Vandergheynst:
Distributed Coding of Spherical Images with Jointly Refined Decoding. MMSP 2005: 1-4 - [c31]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Scale-Space 2005: 167-178 - 2004
- [j9]Lorenzo Granai, Emilio Maggio, Lorenzo Peotta, Pierre Vandergheynst:
Hybrid Video Coding Based on Bidimensional Matching Pursuit. EURASIP J. Adv. Signal Process. 2004(17): 2705-2714 (2004) - [j8]Ana Petrovic, Òscar Divorra Escoda, Pierre Vandergheynst:
Multiresolution segmentation of natural images: from linear to nonlinear scale-space representations. IEEE Trans. Image Process. 13(8): 1104-1114 (2004) - [j7]Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura, Murat Kunt:
A posteriori quantization of progressive matching pursuit streams. IEEE Trans. Signal Process. 52(2): 525-535 (2004) - [c30]Iva Bogdanova, Pierre Vandergheynst, Jean-Pierre Antoine, Laurent Jacques, M. Morvidone:
Discrete Wavelet Frames on the sphere. EUSIPCO 2004: 49-52 - [c29]Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard, Andrea Cavallaro:
Color image scalable coding with matching pursuit. ICASSP (3) 2004: 53-56 - [c28]Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard:
MP3D: highly scalable video coding scheme based on matching pursuit. ICASSP (3) 2004: 133-136 - [c27]Philippe Jost, Pierre Vandergheynst, Pascal Frossard:
Redundant image representations in security applications. ICIP 2004: 2151-2154 - [c26]Gianluca Monaci, Pierre Vandergheynst:
Learning structured dictionaries for image representation. ICIP 2004: 2351-2354 - [c25]Gianluca Monaci, Philippe Jost, Pierre Vandergheynst:
Image compression with learnt tree-structured dictionaries. MMSP 2004: 35-38 - [c24]Markus Flierl, Pierre Vandergheynst:
Distributed coding of dynamic scenes with motion-compensated wavelets. MMSP 2004: 315-318 - [c23]Òscar Divorra Escoda, Pierre Vandergheynst:
A Bayesian approach to video expansions on parametric over-complete 2-D dictionaries. MMSP 2004: 490-493 - [c22]Lorenzo Granai, Pierre Vandergheynst:
Sparse decomposition over multi-component redundant dictionaries. MMSP 2004: 494-497 - [c21]Markus H. Flierl, Pierre Vandergheynst, Bernd Girod:
Video coding with lifted wavelet transforms and complementary motion-compensated signals. VCIP 2004 - 2003
- [j6]Nicolas Aspert, Touradj Ebrahimi, Pierre Vandergheynst:
Non-linear subdivision using local spherical coordinates. Comput. Aided Geom. Des. 20(3): 165-187 (2003) - [j5]Patric Hagmann, Jean-Philippe Thiran, Lisa Jonasson, Pierre Vandergheynst, Stephanie Clarke, Philippe Maeder, Reto Meuli:
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection. NeuroImage 19(3): 545-554 (2003) - [j4]Philippe Salembier, Jean-Philippe Thiran, Jean-Marc Vesin, Pierre Vandergheynst, Murat Kunt:
In Apologiam - rules of the game and plagiarism. Signal Process. 83(1): 1-10 (2003) - [c20]Lorenzo Granai, Fulvio Moschetti, Pierre Vandergheynst:
Ridgelet transform applied to motion compensated images. ICASSP (3) 2003: 381-384 - [c19]Òscar Divorra Escoda, Pierre Vandergheynst:
A locally temporal adaptive transform scheme for sub-band video coding. ICASSP (3) 2003: 645-648 - [c18]Òscar Divorra Escoda, Pierre Vandergheynst:
Video coding using a deformation compensation algorithm based on adaptive matching pursuit image decompositions. ICIP (2) 2003: 77-80 - [c17]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A priori information in image segmentation: energy functional based on shape statistical model and image information. ICIP (3) 2003: 425-428 - [c16]Òscar Divorra Escoda, Pierre Vandergheynst:
Video coding using a deformation compensation algorithm based adaptive matching pursuit image decompositions. ICIP (2) 2003: 799-802 - [c15]Lorenzo Granai, Fulvio Moschetti, Pierre Vandergheynst:
Ridgelet transform applied to motion compensated images. ICME 2003: 561-564 - [c14]Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura:
High-flexibility scalable image coding. VCIP 2003: 127-134 - 2002
- [j3]Pierre Vandergheynst, Pascal Frossard:
Special issue on image and video coding beyond standards. Signal Process. 82(11): 1517-1518 (2002) - [j2]Pierre Vandergheynst, Jean-François Gobbers:
Directional dyadic wavelet transforms: design and algorithms. IEEE Trans. Image Process. 11(4): 363-372 (2002) - [c13]Rosa M. Figueras i Ventura, Lorenzo Granai, Pierre Vandergheynst:
R-D analysis of adaptive edge representations. IEEE Workshop on Multimedia Signal Processing 2002: 130-133 - [c12]Òscar Divorra Escoda, Ana Petrovic, Pierre Vandergheynst:
Segmentation of natural images using Scale-Space representations: A linear and a non-linear approach. EUSIPCO 2002: 1-4 - [c11]Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard:
Evolutionary multiresolution Matching Pursuit and its relations with the human visual system. EUSIPCO 2002: 1-4 - [c10]Fulvio Moschetti, Lorenzo Granai, Pierre Vandergheynst, Pascal Frossard:
New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference. ICIP (3) 2002: 685-688 - [c9]François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran:
Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit. ICPR (4) 2002: 326-329 - [c8]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Geometric Moments in Scale-Spaces. ICPR (2) 2002: 418-421 - 2001
- [c7]Pascal Frossard, Pierre Vandergheynst:
A Posteriori Quantized Matching Pursuit. Data Compression Conference 2001: 495 - [c6]Pierre Vandergheynst, Pascal Frossard:
Efficient image representation by anisotropic refinement in matching pursuit. ICASSP 2001: 1757-1760 - [c5]Pierre Vandergheynst, Pascal Frossard:
Adaptive entropy-constrained matching pursuit quantization. ICIP (2) 2001: 423-426
1990 – 1999
- 1999
- [c4]Stefan Winkler, Pierre Vandergheynst:
Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. ICIP (4) 1999: 420-424 - [c3]Pierre Vandergheynst, Ömer Nezih Gerek:
Nonlinear pyramidal image decompositions based on local contrast parameters. NSIP 1999: 770-773 - 1996
- [j1]Jean-Pierre Antoine, Pierre Vandergheynst, Romain Murenzi:
Two-dimensional directional wavelets in image processing. Int. J. Imaging Syst. Technol. 7(3): 152-165 (1996) - [c2]Jean-Pierre Antoine, Pierre Vandergheynst:
2-D Cauchy wavelets and symmetries in images. ICIP (1) 1996: 597-600 - 1995
- [c1]Jean-Pierre Antoine, Pierre Vandergheynst, Karim Bouyoucef, Romain Murenzi:
Alternative representations of an image via the 2D wavelet transform: application to character recognition. Visual Information Processing 1995: 486-497
Coauthor Index
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