Pierre Vandergheynst

293 papers A* 10A 3B 16C 11Misc 31Journal 156Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Over-smoothing and Over-squashing: Unified Propagation Perspectives on Graph Neural Networks and Transformers. Trans. Mach. Learn. Res. Alvaro Arroyo, Federico Barbero, Hugh Blayney, Michael M. Bronstein, Xiaowen Dong, Pietro Lio, Razvan Pascanu, Pierre Vandergheynst
2026	J	`jnl`	Advection-Diffusion on Graphs: A Bakry-Emery Laplacian for Spectral Graph Neural Networks. CoRR Pierre-Gabriel Berlureau, Ali Hariri, Victor Kawasaki-Borruat, Mia Zosso, Pierre Vandergheynst
2026	J	`jnl`	All-Atom GPCR-Ligand Simulation via Residual Isometric Latent Flow. CoRR Jiying Zhang, Shuhao Zhang, Pierre Vandergheynst, Patrick Barth
2026	J	`jnl`	MEIDNet: Multimodal generative AI framework for inverse materials design. CoRR Anand Babu, Rogério Almeida Gouvêa, Pierre Vandergheynst, Gian-Marco Rignanese
2026	J	`jnl`	Position: Message-passing and spectral GNNs are two sides of the same coin. CoRR Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael T. Schaub, Pierre Vandergheynst, Zhiyang Wang, Guy Wolf, Ron Levie
2025	J	`jnl`	Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space. CoRR Aditya Sengar, Jiying Zhang, Pierre Vandergheynst, Patrick Barth
2025	A*	`conf`	Boosting Protein Graph Representations through Static-Dynamic Fusion. ICML Pengkang Guo, Bruno E. Correia, Pierre Vandergheynst, Daniel Probst
2025	J	`jnl`	Carré du champ flow matching: better quality-generalisation tradeoff in generative models. CoRR Jacob Bamberger, Iolo Jones, Dennis Duncan, Michael M. Bronstein, Pierre Vandergheynst, Adam Gosztolai
2025	J	`jnl`	Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings. CoRR Aditya Sengar, Ali Hariri, Daniel Probst, Patrick Barth, Pierre Vandergheynst
2025	J	`jnl`	On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning. CoRR Alvaro Arroyo, Alessio Gravina, Benjamin Gutteridge, Federico Barbero, Claudio Gallicchio, Xiaowen Dong, Michael M. Bronstein, Pierre Vandergheynst
2025	J	`jnl`	Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks. CoRR Ali Hariri, Alvaro Arroyo, Alessio Gravina, Moshe Eliasof, Carola-Bibiane Schönlieb, Davide Bacciu, Kamyar Azizzadenesheli, Xiaowen Dong, Pierre Vandergheynst
2024	—	`conf`	Graph learning for capturing long-range dependencies in protein structures. MLCB Ali Hariri, Pierre Vandergheynst
2024	A*	`conf`	Implicit Gaussian process representation of vector fields over arbitrary latent manifolds. ICLR Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai
2024	J	`jnl`	Molecular set representation learning. Nat. Mac. Intell. Maria Boulougouri, Pierre Vandergheynst, Daniel Probst
2024	—	`conf`	Towards improving full-length ribosome density prediction by bridging sequence and graph-based representations. MLCB Mohan Vamsi Nallapareddy, Francesco Craighero, Cédric Gobet, Felix Naef, Pierre Vandergheynst
2023	J	`jnl`	Implicit Gaussian process representation of vector fields over arbitrary latent manifolds. CoRR Robert L. Peach, Matteo Vinao-Carl, Nir Grossman, Michael David, Emma Mallas, David J. Sharp, Paresh A. Malhotra, Pierre Vandergheynst, Adam Gosztolai
2023	J	`jnl`	Interpretable statistical representations of neural population dynamics and geometry. CoRR Adam Gosztolai, Robert L. Peach, Alexis Arnaudon, Mauricio Barahona, Pierre Vandergheynst
2022	A*	`conf`	Generalised Implicit Neural Representations. NeurIPS Daniele Grattarola, Pierre Vandergheynst
2022	J	`jnl`	Generalised Implicit Neural Representations. CoRR Daniele Grattarola, Pierre Vandergheynst
2022	J	`jnl`	RosettaSurf - A surface-centric computational design approach. PLoS Comput. Biol. Andreas Scheck, Stéphane Rosset, Michaël Defferrard, Andreas Loukas, Jaume Bonet, Pierre Vandergheynst, Bruno E. Correia
2020	—	`conf`	What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions. WWW (Companion Volume) Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst
2020	J	`jnl`	What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions. CoRR Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst
2019	—	`conf`	A Graph-Structured Dataset for Wikipedia Research. WWW (Companion Volume) Nicolas Aspert, Volodymyr Miz, Benjamin Ricaud, Pierre Vandergheynst
2019	J	`jnl`	A Graph-structured Dataset for Wikipedia Research. CoRR Nicolas Aspert, Volodymyr Miz, Benjamin Ricaud, Pierre Vandergheynst
2019	A*	`conf`	Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory. WWW Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst
2019	J	`jnl`	Anomaly detection in the dynamics of web and social networks. CoRR Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst
2019	J	`jnl`	Revisiting hard thresholding for DNN pruning. CoRR Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst
2019	J	`jnl`	Some limitations of norm based generalization bounds in deep neural networks. CoRR Konstantinos Pitas, Andreas Loukas, Mike Davies, Pierre Vandergheynst
2019	Misc	`conf`	Tensor Robust PCA on Graphs. ICASSP Nauman Shahid, Francesco Grassi, Pierre Vandergheynst
2018	J	`jnl`	Adaptive Graph-Based Total Variation for Tomographic Reconstructions. IEEE Signal Process. Lett. Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst
2018	J	`jnl`	Distributed Signal Processing via Chebyshev Polynomial Approximation. IEEE Trans. Signal Inf. Process. over Networks David I. Shuman, Pierre Vandergheynst, Daniel Kressner, Pascal Frossard
2018	A*	`conf`	Fast Approximate Spectral Clustering for Dynamic Networks. ICML Lionel Martin, Andreas Loukas, Pierre Vandergheynst
2018	J	`jnl`	FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees. CoRR Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst
2018	J	`jnl`	Graph Signal Processing: Overview, Challenges, and Applications. Proc. IEEE Antonio Ortega, Pascal Frossard, Jelena Kovacevic, José M. F. Moura, Pierre Vandergheynst
2018	J	`jnl`	Joint Estimation of Room Geometry and Modes with Compressed Sensing. CoRR Helena Peic Tukuljac, Thach Pham Vu, Hervé Lissek, Pierre Vandergheynst
2018	Misc	`conf`	Joint Estimation of the Room Geometry and Modes with Compressed Sensing. ICASSP Helena Peic Tukuljac, Thach Pham Vu, Hervé Lissek, Pierre Vandergheynst
2018	J	`jnl`	PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report. CoRR Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst
2018	A*	`conf`	Spectrally Approximating Large Graphs with Smaller Graphs. ICML Andreas Loukas, Pierre Vandergheynst
2018	J	`jnl`	Spectrally approximating large graphs with smaller graphs. CoRR Andreas Loukas, Pierre Vandergheynst
2018	—	`conf`	Structured Sequence Modeling with Graph Convolutional Recurrent Networks. ICONIP (1) Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
2017	J	`jnl`	Compressive Embedding and Visualization using Graphs. CoRR Johan Paratte, Nathanaël Perraudin, Pierre Vandergheynst
2017	J	`jnl`	Compressive PCA for Low-Rank Matrices on Graphs. IEEE Trans. Signal Inf. Process. over Networks Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst
2017	—	`conf`	FMA: A Dataset for Music Analysis. ISMIR Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson
2017	J	`jnl`	Geometric Deep Learning: Going beyond Euclidean data. IEEE Signal Process. Mag. Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
2017	J	`jnl`	Localization of Sound Sources in a Room with One Microphone. CoRR Helena Peic Tukuljac, Hervé Lissek, Pierre Vandergheynst
2017	J	`jnl`	Stationary Signal Processing on Graphs. IEEE Trans. Signal Process. Nathanaël Perraudin, Pierre Vandergheynst
2017	Misc	`conf`	Towards stationary time-vertex signal processing. ICASSP Nathanaël Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst
2017	J	`jnl`	Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems. NeuroImage Alessandra Griffa, Benjamin Ricaud, Kirell Benzi, Xavier Bresson, Alessandro Daducci, Pierre Vandergheynst, Jean-Philippe Thiran, Patric Hagmann
2017	J	`jnl`	Wikipedia dynamic patterns discovery. CoRR Volodymyr Miz, Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst
2016	J	`jnl`	A Multiscale Pyramid Transform for Graph Signals. IEEE Trans. Signal Process. David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst
2016	Misc	`conf`	Accelerated spectral clustering using graph filtering of random signals. ICASSP Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst
2016	J	`jnl`	An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging. IEEE Trans. Computational Imaging William Guicquero, Antoine Dupret, Pierre Vandergheynst
2016	J	`jnl`	Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions. CoRR Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst
2016	J	`jnl`	Compressive PCA on Graphs. CoRR Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst
2016	A*	`conf`	Compressive Spectral Clustering. ICML Nicolas Tremblay, Gilles Puy, Rémi Gribonval, Pierre Vandergheynst
2016	J	`jnl`	Compressive Spectral Clustering. CoRR Nicolas Tremblay, Gilles Puy, Rémi Gribonval, Pierre Vandergheynst
2016	—	`conf`	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. NIPS Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
2016	J	`jnl`	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. CoRR Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
2016	J	`jnl`	FMA: A Dataset For Music Analysis. CoRR Kirell Benzi, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
2016	J	`jnl`	Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst
2016	J	`jnl`	Geometric deep learning: going beyond Euclidean data. CoRR Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst
2016	J	`jnl`	Graph Based Sinogram Denoising for Tomographic Reconstructions. CoRR Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund
2016	—	`conf`	Graph-based sinogram denoising for tomographic reconstructions. EMBC Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund
2016	J	`jnl`	Learning Laplacian Matrix in Smooth Graph Signal Representations. IEEE Trans. Signal Process. Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst
2016	J	`jnl`	Low-Rank Matrices on Graphs: Generalized Recovery & Applications. CoRR Nauman Shahid, Nathanaël Perraudin, Pierre Vandergheynst
2016	J	`jnl`	Multilinear Low-Rank Tensors on Graphs & Applications. CoRR Nauman Shahid, Francesco Grassi, Pierre Vandergheynst
2016	Misc	`conf`	PCA using graph total variation. ICASSP Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst
2016	—	`conf`	PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms. Conf. Computing Frontiers 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
2016	J	`jnl`	Principal Patterns on Graphs: Discovering Coherent Structures in Datasets. IEEE Trans. Signal Inf. Process. over Networks Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst
2016	J	`jnl`	Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation. CoRR Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst
2016	Misc	`conf`	Song recommendation with non-negative matrix factorization and graph total variation. ICASSP Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst
2016	J	`jnl`	Source Localization on Graphs via l1 Recovery and Spectral Graph Theory. CoRR Rodrigo C. G. Pena, Xavier Bresson, Pierre Vandergheynst
2016	—	`conf`	Source localization on graphs via ℓ1 recovery and spectral graph theory. IVMSP Rodrigo C. G. Pena, Xavier Bresson, Pierre Vandergheynst
2016	J	`jnl`	Stationary signal processing on graphs. CoRR Nathanaël Perraudin, Pierre Vandergheynst
2016	J	`jnl`	Structured Sequence Modeling with Graph Convolutional Recurrent Networks. CoRR Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
2016	J	`jnl`	Tensor low-rank and sparse light field photography. Comput. Vis. Image Underst. Mahdad Hosseini Kamal, Barmak Heshmat, Ramesh Raskar, Pierre Vandergheynst, Gordon Wetzstein
2016	J	`jnl`	Towards stationary time-vertex signal processing. CoRR Nathanaël Perraudin, Andreas Loukas, Francesco Grassi, Pierre Vandergheynst
2015	J	`jnl`	Accelerated Spectral Clustering Using Graph Filtering Of Random Signals. CoRR Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst
2015	J	`jnl`	Compressive image acquisition in modern CMOS IC design. Int. J. Circuit Theory Appl. Nikola Katic, Mahdad Hosseini Kamal, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2015	J	`jnl`	Fast Robust PCA on Graphs. CoRR Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst
2015	A*	`conf`	Functional correspondence by matrix completion. CVPR Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst
2015	—	`conf`	Geodesic Convolutional Neural Networks on Riemannian Manifolds. ICCV Workshops Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst
2015	—	`conf`	Graph-based denoising for time-varying point clouds. 3DTV-Conference Yann Schoenenberger, Johan Paratte, Pierre Vandergheynst
2015	J	`jnl`	Graph-based denoising for time-varying point clouds. CoRR Yann Schoenenberger, Johan Paratte, Pierre Vandergheynst
2015	Misc	`conf`	Laplacian matrix learning for smooth graph signal representation. ICASSP Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst
2015	J	`jnl`	Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks. Comput. Graph. Forum Davide Boscaini, Jonathan Masci, Simone Melzi, Michael M. Bronstein, Umberto Castellani, Pierre Vandergheynst
2015	J	`jnl`	Principal Patterns on Graphs: Discovering Coherent Structures in Datasets. CoRR Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst
2015	J	`jnl`	Random sampling of bandlimited signals on graphs. CoRR Gilles Puy, Nicolas Tremblay, Rémi Gribonval, Pierre Vandergheynst
2015	A*	`conf`	Robust Principal Component Analysis on Graphs. ICCV Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
2015	J	`jnl`	Robust Principal Component Analysis on Graphs. CoRR Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
2015	J	`jnl`	ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds. CoRR Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst
2015	J	`jnl`	Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames. IEEE Trans. Signal Process. David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst
2015	A	`conf`	Ultra-low-power ECG front-end design based on compressed sensing. DATE Hossein Mamaghanian, Pierre Vandergheynst
2014	J	`jnl`	A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. SIAM J. Imaging Sci. Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2014	—	`conf`	A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method. EMMCVPR Mahdad Hosseini Kamal, Paolo Favaro, Pierre Vandergheynst
2014	A	`conf`	Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor. ISLPED Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini
2014	J	`jnl`	Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds. IEEE Trans. Signal Process. Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2014	Misc	`conf`	Combining Spread Spectrum Compressive Sensing with rakeness for low frequency modulation in RMPI architecture. ICASSP Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Pierre Vandergheynst
2014	J	`jnl`	Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition. IEEE Trans. Biomed. Circuits Syst. Mahsa Shoaran, Mahdad Hosseini Kamal, Claudio Pollo, Pierre Vandergheynst, Alexandre Schmid
2014	Misc	`conf`	Compressed quantitative MRI: Bloch response recovery through iterated projection. ICASSP Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2014	J	`jnl`	From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. Emmanuel D'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst
2014	J	`jnl`	GSPBOX: A toolbox for signal processing on graphs. CoRR Nathanaël Perraudin, Johan Paratte, David I. Shuman, Vassilis Kalofolias, Pierre Vandergheynst, David K. Hammond
2014	J	`jnl`	Learning Graphs from Signal Observations under Smoothness Prior. CoRR Xiaowen Dong, Dorina Thanou, Pascal Frossard, Pierre Vandergheynst
2014	J	`jnl`	Matrix Completion on Graphs. CoRR Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
2014	J	`jnl`	Numerical experiments with MALDI Imaging data. Adv. Comput. Math. Jan Hendrik Kobarg, Peter Maass, Janina Oetjen, Oren Tropp, Eyal Hirsch, Chen Sagiv, Mohammad Golbabaee, Pierre Vandergheynst
2014	—	`conf`	On adaptive pixel random selection for compressive sensing. GlobalSIP William Guicquero, Pierre Vandergheynst, Timothé Laforest, Antoine Dupret
2014	Misc	`conf`	On compensating unknown pixel behaviors for image sensors with embedded processing. ACSSC William Guicquero, Michele Benetti, Arnaud Peizerat, Antoine Dupret, Pierre Vandergheynst
2014	—	`conf`	On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging. GlobalSIP William Guicquero, Pierre Vandergheynst, Timothé Laforest, Arnaud Verdant, Antoine Dupret
2014	J	`jnl`	On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. CoRR Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux
2014	Misc	`conf`	Power-efficient joint compressed sensing of multi-lead ECG signals. ICASSP Hossein Mamaghanian, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR 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
2014	J	`jnl`	Reverberant Audio Source Separation via Sparse and Low-Rank Modeling. IEEE Signal Process. Lett. Simon Arberet, Pierre Vandergheynst
2014	J	`jnl`	Robust Image Reconstruction from Multiview Measurements. SIAM J. Imaging Sci. Gilles Puy, Pierre Vandergheynst
2014	J	`jnl`	SCOOP: A Real-Time Sparsity Driven People Localization Algorithm. J. Math. Imaging Vis. Mohammad Golbabaee, Alexandre Alahi, Pierre Vandergheynst
2014	J	`jnl`	UNLocBoX A matlab convex optimization toolbox using proximal splitting methods. CoRR Nathanaël Perraudin, David I. Shuman, Gilles Puy, Pierre Vandergheynst
2013	J	`jnl`	A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. CoRR Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2013	J	`jnl`	A Framework for Multiscale Transforms on Graphs. CoRR David I. Shuman, Mohammad Javad Faraji, Pierre Vandergheynst
2013	Misc	`conf`	An adaptive compressive sensing with side information. ACSSC William Guicquero, Antoine Dupret, Pierre Vandergheynst
2013	J	`jnl`	Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds CoRR Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2013	—	`conf`	Clustering on multi-layer graphs via subspace analysis on Grassmann manifolds. GlobalSIP Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2013	—	`conf`	Column-separated compressive sampling scheme for low power CMOS image sensors. NEWCAS Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2013	J	`jnl`	Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection. CoRR Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2013	J	`jnl`	Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. IEEE Trans. Image Process. Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst
2013	Misc	`conf`	Compressive multichannel cortical signal recording. ICASSP Mahdad Hosseini Kamal, Mahsa Shoaran, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst
2013	—	`conf`	High frame-rate low-power compressive sampling CMOS image sensor architecture: [extended abstract]. ACM Great Lakes Symposium on VLSI Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2013	Misc	`conf`	Inference of mobility patterns via Spectral Graph Wavelets. ICASSP Xiaowen Dong, Antonio Ortega, Pascal Frossard, Pierre Vandergheynst
2013	—	`conf`	Interconnected network of cameras. Sensors, Cameras, and Systems for Industrial and Scientific Applications Mahdad Hosseini Kamal, Hossein Afshari, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst
2013	Misc	`conf`	Joint low-rank and sparse light field modelling for dense multiview data compression. ICASSP Mahdad Hosseini Kamal, Pierre Vandergheynst
2013	Misc	`conf`	Multi-capture High Dynamic Range compressive imaging. ACSSC William Guicquero, Antoine Dupret, Pierre Vandergheynst
2013	J	`jnl`	On the computation of directional scale-discretized wavelet transforms on the sphere. CoRR Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
2013	—	`conf`	Power-efficient CMOS image acquisition system based on compressive sampling. MWSCAS Nikola Katic, Mahdad Hosseini Kamal, Mustafa Kilic, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2013	J	`jnl`	Reverberant Audio Source Separation via Sparse and Low-Rank Modeling. CoRR Simon Arberet, Pierre Vandergheynst
2013	J	`jnl`	Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem. IEEE Trans. Image Process. Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2013	J	`jnl`	Sparse Reverberant Audio Source Separation via Reweighted Analysis. IEEE Trans. Speech Audio Process. Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
2013	J	`jnl`	Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames. CoRR David I. Shuman, Christoph Wiesmeyr, Nicki Holighaus, Pierre Vandergheynst
2013	J	`jnl`	The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains. IEEE Signal Process. Mag. David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst
2013	J	`jnl`	The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. J. Signal Process. Syst. Hossein Afshari, Laurent Jacques, Luigi Bagnato, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2013	J	`jnl`	Vertex-Frequency Analysis on Graphs. CoRR David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst
2012	—	`conf`	A windowed graph Fourier transform. SSP David I. Shuman, Benjamin Ricaud, Pierre Vandergheynst
2012	B	`conf`	Beyond bits: Reconstructing images from Local Binary Descriptors. ICPR Emmanuel D'Angelo, Alexandre Alahi, Pierre Vandergheynst
2012	J	`jnl`	Clustering With Multi-Layer Graphs: A Spectral Perspective. IEEE Trans. Signal Process. Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2012	J	`jnl`	Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices CoRR Mohammad Golbabaee, Pierre Vandergheynst
2012	J	`jnl`	Compressive Source Separation: Theory and Methods for Hyperspectral Imaging CoRR Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst
2012	J	`jnl`	Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst
2012	A*	`conf`	FREAK: Fast Retina Keypoint. CVPR Alexandre Alahi, Raphael Ortiz, Pierre Vandergheynst
2012	B	`conf`	Foreground silhouette extraction robust to sudden changes of background appearance. ICIP Alexandre Alahi, Luigi Bagnato, Damien Matti, Pierre Vandergheynst
2012	J	`jnl`	From Bits to Images: Inversion of Local Binary Descriptors CoRR Emmanuel D'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst
2012	Misc	`conf`	Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery. ICASSP Mohammad Golbabaee, Pierre Vandergheynst
2012	B	`conf`	Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging. ICIP Mohammad Golbabaee, Pierre Vandergheynst
2012	Misc	`conf`	Light field compressive sensing in camera arrays. ICASSP Mahdad Hosseini Kamal, Mohammad Golbabaee, Pierre Vandergheynst
2012	B	`conf`	Plenoptic spherical sampling. ICIP Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst
2012	J	`jnl`	Robust image reconstruction from multi-view measurements CoRR Gilles Puy, Pierre Vandergheynst
2012	J	`jnl`	S2LET: A code to perform fast wavelet analysis on the sphere CoRR Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
2012	J	`jnl`	Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains CoRR David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst
2012	J	`jnl`	Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding. IEEE Trans. Image Process. Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard
2012	J	`jnl`	Sparse signal reconstruction on the sphere: implications of a new sampling theorem CoRR Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2012	J	`jnl`	Spread Spectrum Magnetic Resonance Imaging. IEEE Trans. Medical Imaging Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
2012	J	`jnl`	Spread spectrum magnetic resonance imaging CoRR Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
2012	J	`jnl`	Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. EURASIP J. Adv. Signal Process. Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
2011	J	`jnl`	A Variational Framework for Structure from Motion in Omnidirectional Image Sequences. J. Math. Imaging Vis. Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst
2011	Misc	`conf`	A regularization framework for mobile social network analysis. ICASSP Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2011	J	`jnl`	Chebyshev Polynomial Approximation for Distributed Signal Processing CoRR David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011	B	`conf`	Chebyshev polynomial approximation for distributed signal processing. DCOSS David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011	J	`jnl`	Clustering with Multi-Layer Graphs: A Spectral Perspective CoRR Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov
2011	J	`jnl`	Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes. IEEE Trans. Biomed. Eng. Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst
2011	J	`jnl`	Distributed Signal Processing via Chebyshev Polynomial Approximation CoRR David I. Shuman, Pierre Vandergheynst, Pascal Frossard
2011	B	`conf`	Fast TV-L1 optical flow for interactivity. ICIP Emmanuel D'Angelo, Johan Paratte, Gilles Puy, Pierre Vandergheynst
2011	J	`jnl`	Fast orthogonal sparse approximation algorithms over local dictionaries. Signal Process. Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot
2011	Misc	`conf`	Fully non-local super-resolution via spectral hashing. ICASSP Emmanuel D'Angelo, Pierre Vandergheynst
2011	J	`jnl`	Implications for compressed sensing of a new sampling theorem on the sphere CoRR Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2011	J	`jnl`	On Variable Density Compressive Sampling CoRR Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2011	J	`jnl`	On Variable Density Compressive Sampling. IEEE Signal Process. Lett. Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2011	C	`conf`	Real-time compressed sensing-based electrocardiogram compression on energy-constrained wireless body sensors. ISCAS Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst
2011	J	`jnl`	Sampling theorems and compressive sensing on the sphere CoRR Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2011	J	`jnl`	Scalable Feature Extraction for Coarse-to-Fine JPEG 2000 Image Classification. IEEE Trans. Image Process. Antonin Descampe, Christophe De Vleeschouwer, Pierre Vandergheynst, Benoît Macq
2011	J	`jnl`	Sparsity Driven People Localization with a Heterogeneous Network of Cameras. J. Math. Imaging Vis. Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst
2011	J	`jnl`	Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques CoRR Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
2011	Misc	`conf`	Unsupervised extraction of audio-visual objects. ICASSP Anna Llagostera Casanovas, Pierre Vandergheynst
2010	C	`conf`	A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing. ISCAS Vahid Majidzadeh, Laurent Jacques, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici
2010	Misc	`conf`	A union of incoherent spaces model for classification. ICASSP Karin Schnass, Pierre Vandergheynst
2010	Misc	`conf`	Audio-based nonlinear video diffusion. ICASSP Anna Llagostera Casanovas, Pierre Vandergheynst
2010	J	`jnl`	Blind Audiovisual Source Separation Based on Sparse Redundant Representations. IEEE Trans. Multim. Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval
2010	J	`jnl`	Cascade of descriptors to detect and track objects across any network of cameras. Comput. Vis. Image Underst. Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
2010	J	`jnl`	Classification via Incoherent Subspaces CoRR Karin Schnass, Pierre Vandergheynst
2010	—	`conf`	Fast structure from motion for planar image sequences. EUSIPCO Andreas Weishaupt, Luigi Bagnato, Pierre Vandergheynst
2010	—	`conf`	Multichannel compressed sensing via source separation for hyperspectral images. EUSIPCO Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst
2010	—	`conf`	Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. ISSPA Simon Arberet, Alexey Ozerov, Ngoc Q. K. Duong, Emmanuel Vincent, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
2010	B	`conf`	Plenoptic based super-resolution for omnidirectional image sequences. ICIP Luigi Bagnato, Yannick Boursier, Pascal Frossard, Pierre Vandergheynst
2010	—	`conf`	Spread spectrum for compressed sensing techniques in magnetic resonance imaging. ISBI Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
2010	Misc	`conf`	Spread spectrum for interferometric and magnetic resonance imaging. ICASSP Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
2010	B	`conf`	Stream carving: An adaptive seam carving algorithm. ICIP Daniel Domingues, Alexandre Alahi, Pierre Vandergheynst
2010	B	`conf`	Towards unifying diffusion and exemplar-based inpainting. ICIP Emmanuel D'Angelo, Pierre Vandergheynst
2009	Misc	`conf`	A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries. ICASSP Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
2009	—	`conf`	A sparsity constrained inverse problem to locate people in a network of cameras. DPS Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst
2009	Misc	`conf`	CMOS compressed imaging by Random Convolution. ICASSP Laurent Jacques, Pierre Vandergheynst, Alexandre Bibet, Vahid Majidzadeh, Alexandre Schmid, Yusuf Leblebici
2009	Misc	`conf`	Compressive sampling of pulse trains: Spread the spectrum! ICASSP Farid M. Naini, Rémi Gribonval, Laurent Jacques, Pierre Vandergheynst
2009	Misc	`conf`	Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals. ICASSP Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin
2009	J	`jnl`	Geometric Video Approximation Using Weighted Matching Pursuit. IEEE Trans. Image Process. Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire
2009	J	`jnl`	Learning Bimodal Structure in Audio-Visual Data. IEEE Trans. Neural Networks Gianluca Monaci, Pierre Vandergheynst, Friedrich T. Sommer
2009	B	`conf`	Optical flow and depth from motion for omnidirectional images using a TV-L1 variational framework on graphs. ICIP Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst
2009	—	`conf`	Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. ICDSC Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst
2009	J	`jnl`	Spread spectrum for imaging techniques in radio interferometry CoRR Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst
2009	B	`conf`	TV-regularized generation of planar images from omnicams. ICIP Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Mohamed-Jalal Fadili, Pierre Vandergheynst
2009	J	`jnl`	Wavelets on Graphs via Spectral Graph Theory CoRR David K. Hammond, Pierre Vandergheynst, Rémi Gribonval
2008	Misc	`conf`	Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence. ICASSP Mohammad Golbabaee, Pierre Vandergheynst
2008	Misc	`conf`	Blind audiovisual separation based on redundant representations. ICASSP Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval
2008	J	`jnl`	Compressed Sensing and Redundant Dictionaries. IEEE Trans. Inf. Theory Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2008	J	`jnl`	Dictionary Preconditioning for Greedy Algorithms. IEEE Trans. Signal Process. Karin Schnass, Pierre Vandergheynst
2008	—	`conf`	Learning sparse generative models of audiovisual signals. EUSIPCO Gianluca Monaci, Friedrich T. Sommer, Pierre Vandergheynst
2008	—	`conf`	Object detection and matching in a mixed network of fixed and mobile cameras. AREA Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
2008	—	`conf`	On finding approximate nearest neighbours in a set of compressible signals. EUSIPCO Philippe Jost, Pierre Vandergheynst
2008	B	`conf`	On the estimation of geodesic paths on sampled manifolds under random projections. ICIP Mona Mahmoudi, Pierre Vandergheynst, Matteo Sorci
2008	—	`conf`	Shape from texture for omnidirectional images. EUSIPCO Laurent Jacques, E. De Vito, Luigi Bagnato, Pierre Vandergheynst
2008	—	`conf`	Shift-invariant dictionary learning for sparse representations: Extending K-SVD. EUSIPCO Boris Mailhé, Sylvain Lesage, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
2008	J	`jnl`	The Continuous Wavelet Transform on Conic Sections. Int. J. Wavelets Multiresolution Inf. Process. Jean-Pierre Antoine, Iva Bogdanova, Pierre Vandergheynst
2007	—	`conf`	Average Case Analysis of Multichannel Thresholding. ICASSP (2) Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2007	J	`jnl`	Average Performance Analysis for Thresholding. IEEE Signal Process. Lett. Karin Schnass, Pierre Vandergheynst
2007	—	`conf`	Blind Audiovisual Source Separation using Sparse Representations. ICIP (3) Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst
2007	J	`jnl`	Compressed Sensing and Redundant Dictionaries CoRR Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2007	J	`jnl`	Fast Global Minimization of the Active Contour/Snake Model. J. Math. Imaging Vis. Xavier Bresson, Selim Esedoglu, Pierre Vandergheynst, Jean-Philippe Thiran, Stanley J. Osher
2007	J	`jnl`	Fast spin ±2 spherical harmonics transforms and application in cosmology. J. Comput. Phys. Yves Wiaux, Laurent Jacques, Pierre Vandergheynst
2007	J	`jnl`	Learning Multimodal Dictionaries. IEEE Trans. Image Process. Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval
2007	J	`jnl`	Matching Pursuit With Block Incoherent Dictionaries. IEEE Trans. Signal Process. Lorenzo Peotta, Pierre Vandergheynst
2007	J	`jnl`	Scale Space Analysis and Active Contours for Omnidirectional Images. IEEE Trans. Image Process. Iva Bogdanova, Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst
2007	—	`conf`	Tracking Atoms with Particles for Audio-Visual Source Localization. ICASSP (2) Gianluca Monaci, Pierre Vandergheynst, Emilio Maggio, Andrea Cavallaro
2006	J	`jnl`	A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional. Int. J. Comput. Vis. Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
2006	J	`jnl`	A simple test to check the optimality of a sparse signal approximation. Signal Process. Rémi Gribonval, Rosa M. Figueras i Ventura, Pierre Vandergheynst
2006	J	`jnl`	Analysis of multimodal sequences using geometric video representations. Signal Process. Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst
2006	—	`conf`	Audiovisual Gestalts. CVPR Workshops Gianluca Monaci, Pierre Vandergheynst
2006	—	`conf`	Coarse-to-Fine Textures Retrieval in the JPEG 2000 Compressed Domain for Fast Browsing of Large Image Databases. MRCS Antonin Descampe, Pierre Vandergheynst, Christophe De Vleeschouwer, Benoît Macq
2006	J	`jnl`	Distributed Coding of Highly Correlated Image Sequences with Motion-Compensated Temporal Wavelets. EURASIP J. Adv. Signal Process. Markus Flierl, Pierre Vandergheynst
2006	C	`conf`	Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions. MMSP Karin Schnass, Pierre Vandergheynst, Pascal Frossard
2006	J	`jnl`	Flexible motion-adaptive video coding with redundant expansions. IEEE Trans. Circuits Syst. Video Technol. Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard
2006	—	`conf`	Learning Multi-modal Dictionaries: Application to Audiovisual Data. MRCS Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval
2006	J	`jnl`	Low-rate and flexible image coding with redundant representations. IEEE Trans. Image Process. Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard
2006	J	`jnl`	Matching pursuit-based shape representation and recognition using scale-space. Int. J. Imaging Syst. Technol. François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran
2006	—	`conf`	MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries. ICASSP (5) Philippe Jost, Pierre Vandergheynst, Sylvain Lesage, Rémi Gribonval
2006	J	`jnl`	Multiscale Active Contours. Int. J. Comput. Vis. Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
2006	J	`jnl`	On the exponential convergence of matching pursuits in quasi-incoherent dictionaries. IEEE Trans. Inf. Theory Rémi Gribonval, Pierre Vandergheynst
2006	J	`jnl`	On the use of a priori information for sparse signal approximations. IEEE Trans. Signal Process. Òscar Divorra Escoda, Lorenzo Granai, Pierre Vandergheynst
2006	J	`jnl`	Progressive Coding of 3-D Objects Based on Overcomplete Decompositions. IEEE Trans. Circuits Syst. Video Technol. Ivana Tosic, Pascal Frossard, Pierre Vandergheynst
2006	J	`jnl`	Tree-Based Pursuit: Algorithm and Properties. IEEE Trans. Signal Process. Philippe Jost, Pierre Vandergheynst, Pascal Frossard
2006	—	`conf`	Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions. ICASSP (2) Òscar Divorra Escoda, Lorenzo Granai, Mathieu Lemay, Javier Molinero Hernandez, Pierre Vandergheynst, Jean-Marc Vesin
2005	—	`conf`	A simple test to check the optimality of sparse signal approximations. ICASSP (5) Rémi Gribonval, Rosa M. Figueras i Ventura, Pierre Vandergheynst
2005	—	`conf`	An improved pyramid for spatially scalable video coding. ICIP (2) Markus Flierl, Pierre Vandergheynst
2005	—	`conf`	Analysis of multimodal signals using redundant representations. ICIP (3) Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst
2005	C	`conf`	Distributed Coding of Spherical Images with Jointly Refined Decoding. MMSP Tammam Tillo, Barbara Penna, Pascal Frossard, Pierre Vandergheynst
2005	—	`conf`	Intra-adaptive motion-compensated lifted wavelets for video coding. EUSIPCO Òscar Divorra Escoda, Markus Flierl, Pierre Vandergheynst
2005	—	`conf`	Multiresolution motion estimation for omnidirectional images. EUSIPCO Ivana Tosic, Iva Bogdanova, Pascal Frossard, Pierre Vandergheynst
2005	—	`conf`	Multiscale Active Contours. Scale-Space Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
2005	J	`jnl`	Processor Enhancements for Media Streaming Applications. J. VLSI Signal Process. Sébastien Bilavarn, Eric Debes, Pierre Vandergheynst, Jean-Philippe Diguet
2005	B	`conf`	Progressive Low Bit Rate Coding of Simple 3D Objects with Matching Pursuit. DCC Ivana Tosic, Pascal Frossard, Pierre Vandergheynst
2005	—	`conf`	The M-term pursuit for image representation and progressive compression. ICIP (1) Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard
2005	—	`conf`	Video coding with motion-compensated temporal transforms and side information. ICASSP (5) Markus Flierl, Pierre Vandergheynst
2004	C	`conf`	A Bayesian approach to video expansions on parametric over-complete 2-D dictionaries. MMSP Òscar Divorra Escoda, Pierre Vandergheynst
2004	J	`jnl`	A posteriori quantization of progressive matching pursuit streams. IEEE Trans. Signal Process. Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura, Murat Kunt
2004	—	`conf`	Color image scalable coding with matching pursuit. ICASSP (3) Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard, Andrea Cavallaro
2004	—	`conf`	Discrete Wavelet Frames on the sphere. EUSIPCO Iva Bogdanova, Pierre Vandergheynst, Jean-Pierre Antoine, Laurent Jacques, M. Morvidone
2004	C	`conf`	Distributed coding of dynamic scenes with motion-compensated wavelets. MMSP Markus Flierl, Pierre Vandergheynst
2004	J	`jnl`	Hybrid Video Coding Based on Bidimensional Matching Pursuit. EURASIP J. Adv. Signal Process. Lorenzo Granai, Emilio Maggio, Lorenzo Peotta, Pierre Vandergheynst
2004	C	`conf`	Image compression with learnt tree-structured dictionaries. MMSP Gianluca Monaci, Philippe Jost, Pierre Vandergheynst
2004	B	`conf`	Learning structured dictionaries for image representation. ICIP Gianluca Monaci, Pierre Vandergheynst
2004	—	`conf`	MP3D: highly scalable video coding scheme based on matching pursuit. ICASSP (3) Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard
2004	J	`jnl`	Multiresolution segmentation of natural images: from linear to nonlinear scale-space representations. IEEE Trans. Image Process. Ana Petrovic, Òscar Divorra Escoda, Pierre Vandergheynst
2004	B	`conf`	Redundant image representations in security applications. ICIP Philippe Jost, Pierre Vandergheynst, Pascal Frossard
2004	C	`conf`	Sparse decomposition over multi-component redundant dictionaries. MMSP Lorenzo Granai, Pierre Vandergheynst
2004	C	`conf`	Video coding with lifted wavelet transforms and complementary motion-compensated signals. VCIP Markus H. Flierl, Pierre Vandergheynst, Bernd Girod
2003	—	`conf`	A locally temporal adaptive transform scheme for sub-band video coding. ICASSP (3) Òscar Divorra Escoda, Pierre Vandergheynst
2003	—	`conf`	A priori information in image segmentation: energy functional based on shape statistical model and image information. ICIP (3) Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
2003	J	`jnl`	DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection. NeuroImage Patric Hagmann, Jean-Philippe Thiran, Lisa Jonasson, Pierre Vandergheynst, Stephanie Clarke, Philippe Maeder, Reto Meuli
2003	C	`conf`	High-flexibility scalable image coding. VCIP Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura
2003	J	`jnl`	In Apologiam - rules of the game and plagiarism. Signal Process. Philippe Salembier, Jean-Philippe Thiran, Jean-Marc Vesin, Pierre Vandergheynst, Murat Kunt
2003	J	`jnl`	Non-linear subdivision using local spherical coordinates. Comput. Aided Geom. Des. Nicolas Aspert, Touradj Ebrahimi, Pierre Vandergheynst
2003	—	`conf`	Ridgelet transform applied to motion compensated images. ICASSP (3) Lorenzo Granai, Fulvio Moschetti, Pierre Vandergheynst
2003	A	`conf`	Ridgelet transform applied to motion compensated images. ICME Lorenzo Granai, Fulvio Moschetti, Pierre Vandergheynst
2003	—	`conf`	Video coding using a deformation compensation algorithm based adaptive matching pursuit image decompositions. ICIP (2) Òscar Divorra Escoda, Pierre Vandergheynst
2003	—	`conf`	Video coding using a deformation compensation algorithm based on adaptive matching pursuit image decompositions. ICIP (2) Òscar Divorra Escoda, Pierre Vandergheynst
2002	J	`jnl`	Directional dyadic wavelet transforms: design and algorithms. IEEE Trans. Image Process. Pierre Vandergheynst, Jean-François Gobbers
2002	—	`conf`	Evolutionary multiresolution Matching Pursuit and its relations with the human visual system. EUSIPCO Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard
2002	—	`conf`	Geometric Moments in Scale-Spaces. ICPR (2) Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran
2002	—	`conf`	New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference. ICIP (3) Fulvio Moschetti, Lorenzo Granai, Pierre Vandergheynst, Pascal Frossard
2002	C	`conf`	R-D analysis of adaptive edge representations. IEEE Workshop on Multimedia Signal Processing Rosa M. Figueras i Ventura, Lorenzo Granai, Pierre Vandergheynst
2002	—	`conf`	Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit. ICPR (4) François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran
2002	—	`conf`	Segmentation of natural images using Scale-Space representations: A linear and a non-linear approach. EUSIPCO Òscar Divorra Escoda, Ana Petrovic, Pierre Vandergheynst
2002	J	`jnl`	Special issue on image and video coding beyond standards. Signal Process. Pierre Vandergheynst, Pascal Frossard
2001	B	`conf`	A Posteriori Quantized Matching Pursuit. Data Compression Conference Pascal Frossard, Pierre Vandergheynst
2001	—	`conf`	Adaptive entropy-constrained matching pursuit quantization. ICIP (2) Pierre Vandergheynst, Pascal Frossard
2001	Misc	`conf`	Efficient image representation by anisotropic refinement in matching pursuit. ICASSP Pierre Vandergheynst, Pascal Frossard
1999	—	`conf`	Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. ICIP (4) Stefan Winkler, Pierre Vandergheynst
1999	—	`conf`	Nonlinear pyramidal image decompositions based on local contrast parameters. NSIP Pierre Vandergheynst, Ömer Nezih Gerek
1996	—	`conf`	2-D Cauchy wavelets and symmetries in images. ICIP (1) Jean-Pierre Antoine, Pierre Vandergheynst
1996	J	`jnl`	Two-dimensional directional wavelets in image processing. Int. J. Imaging Syst. Technol. Jean-Pierre Antoine, Pierre Vandergheynst, Romain Murenzi
1995	—	`conf`	Alternative representations of an image via the 2D wavelet transform: application to character recognition. Visual Information Processing Jean-Pierre Antoine, Pierre Vandergheynst, Karim Bouyoucef, Romain Murenzi