Pierre Vandergheynst

Daniel Probst

Nat. Mac. Intell., 2024

Implicit Gaussian process representation of vector fields over arbitrary latent manifolds.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

fma-small-tfds.

[BibT_eX]

[DOI]

Dataset, November, 2023

Interpretable statistical representations of neural population dynamics and geometry.

[BibT_eX]

[DOI]

CoRR, 2023

2022

RosettaSurf - A surface-centric computational design approach.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

Generalised Implicit Neural Representations.

[BibT_eX]

[DOI]

Daniele Grattarola

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019

Some limitations of norm based generalization bounds in deep neural networks.

[BibT_eX]

[DOI]

CoRR, 2019

Revisiting hard thresholding for DNN pruning.

[BibT_eX]

[DOI]

Konstantinos Pitas

Mike E. Davies

CoRR, 2019

Anomaly detection in the dynamics of web and social networks.

[BibT_eX]

[DOI]

CoRR, 2019

Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

A Graph-Structured Dataset for Wikipedia Research.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Tensor Robust PCA on Graphs.

[BibT_eX]

[DOI]

Nauman Shahid

Francesco Grassi

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Distributed Signal Processing via Chebyshev Polynomial Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2018

Adaptive Graph-Based Total Variation for Tomographic Reconstructions.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Graph Signal Processing: Overview, Challenges, and Applications.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees.

[BibT_eX]

[DOI]

Konstantinos Pitas

Mike E. Davies

CoRR, 2018

PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report.

[BibT_eX]

[DOI]

Konstantinos Pitas

Mike E. Davies

CoRR, 2018

Structured Sequence Modeling with Graph Convolutional Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Fast Approximate Spectral Clustering for Dynamic Networks.

[BibT_eX]

[DOI]

Lionel Martin

Andreas Loukas

Proceedings of the 35th International Conference on Machine Learning, 2018

Spectrally Approximating Large Graphs with Smaller Graphs.

[BibT_eX]

[DOI]

Andreas Loukas

Proceedings of the 35th International Conference on Machine Learning, 2018

Joint Estimation of the Room Geometry and Modes with Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

FMA: A Dataset For Music Analysis.

[BibT_eX]

[DOI]

Dataset, May, 2017

Stationary Signal Processing on Graphs.

[BibT_eX]

[DOI]

Nathanaël Perraudin

IEEE Trans. Signal Process., 2017

Compressive PCA for Low-Rank Matrices on Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2017

Geometric Deep Learning: Going beyond Euclidean data.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.

[BibT_eX]

[DOI]

NeuroImage, 2017

Wikipedia dynamic patterns discovery.

[BibT_eX]

[DOI]

CoRR, 2017

Localization of Sound Sources in a Room with One Microphone.

[BibT_eX]

[DOI]

Helena Peic Tukuljac

Hervé Lissek

CoRR, 2017

Compressive Embedding and Visualization using Graphs.

[BibT_eX]

[DOI]

Johan Paratte

Nathanaël Perraudin

CoRR, 2017

FMA: A Dataset for Music Analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Towards stationary time-vertex signal processing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

A Multiscale Pyramid Transform for Graph Signals.

[BibT_eX]

[DOI]

Mohammad Javad Faraji

IEEE Trans. Signal Process., 2016

Learning Laplacian Matrix in Smooth Graph Signal Representations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Principal Patterns on Graphs: Discovering Coherent Structures in Datasets.

[BibT_eX]

[DOI]

Kirell Benzi

Benjamin Ricaud

IEEE Trans. Signal Inf. Process. over Networks, 2016

An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging.

[BibT_eX]

[DOI]

William Guicquero

Antoine Dupret

IEEE Trans. Computational Imaging, 2016

Fast Robust PCA on Graphs.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Tensor low-rank and sparse light field photography.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Low-Rank Matrices on Graphs: Generalized Recovery & Applications.

[BibT_eX]

[DOI]

Nauman Shahid

Nathanaël Perraudin

CoRR, 2016

Compressive PCA on Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Multilinear Low-Rank Tensors on Graphs & Applications.

[BibT_eX]

[DOI]

Nauman Shahid

Francesco Grassi

CoRR, 2016

Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions.

[BibT_eX]

[DOI]

CoRR, 2016

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering.

[BibT_eX]

[DOI]

Michaël Defferrard

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Source localization on graphs via ℓ1 recovery and spectral graph theory.

[BibT_eX]

[DOI]

Rodrigo C. G. Pena

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

Compressive Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Accelerated spectral clustering using graph filtering of random signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

PCA using graph total variation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Song recommendation with non-negative matrix factorization and graph total variation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Graph-based sinogram denoising for tomographic reconstructions.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015

Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Compressive image acquisition in modern CMOS IC design.

[BibT_eX]

[DOI]

Alexandre Schmid

Yusuf Leblebici

Int. J. Circuit Theory Appl., 2015

Fast Robust PCA on Graphs.

[BibT_eX]

[DOI]

CoRR, 2015

Random sampling of bandlimited signals on graphs.

[BibT_eX]

[DOI]

CoRR, 2015

ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds.

[BibT_eX]

[DOI]

CoRR, 2015

Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2015

Geodesic Convolutional Neural Networks on Riemannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Robust Principal Component Analysis on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Laplacian matrix learning for smooth graph signal representation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Ultra-low-power ECG front-end design based on compressed sensing.

[BibT_eX]

[DOI]

Hossein Mamaghanian

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Functional correspondence by matrix completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Graph-based denoising for time-varying point clouds.

[BibT_eX]

[DOI]

Yann Schoenenberger

Johan Paratte

Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014

Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition.

[BibT_eX]

[DOI]

Mahsa Shoaran

Claudio Pollo

Alexandre Schmid

IEEE Trans. Biomed. Circuits Syst., 2014

Reverberant Audio Source Separation via Sparse and Low-Rank Modeling.

[BibT_eX]

[DOI]

Simon Arberet

IEEE Signal Process. Lett., 2014

Robust Image Reconstruction from Multiview Measurements.

[BibT_eX]

[DOI]

Gilles Puy

SIAM J. Imaging Sci., 2014

A Compressed Sensing Framework for Magnetic Resonance Fingerprinting.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2014

From Bits to Images: Inversion of Local Binary Descriptors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

SCOOP: A Real-Time Sparsity Driven People Localization Algorithm.

[BibT_eX]

[DOI]

Christophe De Vleeschouwer

J. Math. Imaging Vis., 2014

UNLocBoX A matlab convex optimization toolbox using proximal splitting methods.

[BibT_eX]

[DOI]

CoRR, 2014

GSPBOX: A toolbox for signal processing on graphs.

[BibT_eX]

[DOI]

CoRR, 2014

On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation.

[BibT_eX]

[DOI]

CoRR, 2014

Matrix Completion on Graphs.

[BibT_eX]

[DOI]

CoRR, 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).

[BibT_eX]

[DOI]

Laurent Jacques

Jean-François Determe

Fred Maurice Ngolè Mboula

CoRR, 2014

Learning Graphs from Signal Observations under Smoothness Prior.

[BibT_eX]

[DOI]

CoRR, 2014

Numerical experiments with MALDI Imaging data.

[BibT_eX]

[DOI]

Adv. Comput. Math., 2014

Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design, 2014

Combining Spread Spectrum Compressive Sensing with rakeness for low frequency modulation in RMPI architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Power-efficient joint compressed sensing of multi-lead ECG signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Compressed quantitative MRI: Bloch response recovery through iterated projection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On adaptive pixel random selection for compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method.

[BibT_eX]

[DOI]

Paolo Favaro

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

On compensating unknown pixel behaviors for image sensors with embedded processing.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2013

Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Compressive Source Separation: Theory and Methods for Hyperspectral Imaging.

[BibT_eX]

[DOI]

Simon Arberet

IEEE Trans. Image Process., 2013

Sparse Reverberant Audio Source Separation via Reweighted Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2013

The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Vertex-Frequency Analysis on Graphs.

[BibT_eX]

[DOI]

Benjamin Ricaud

CoRR, 2013

A Framework for Multiscale Transforms on Graphs.

[BibT_eX]

[DOI]

Mohammad Javad Faraji

CoRR, 2013

On the computation of directional scale-discretized wavelet transforms on the sphere.

[BibT_eX]

[DOI]

Jason D. McEwen

Yves Wiaux

CoRR, 2013

Column-separated compressive sampling scheme for low power CMOS image sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

Power-efficient CMOS image acquisition system based on compressive sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013

Joint low-rank and sparse light field modelling for dense multiview data compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Compressive multichannel cortical signal recording.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Inference of mobility patterns via Spectral Graph Wavelets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

High frame-rate low-power compressive sampling CMOS image sensor architecture: [extended abstract].

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013

Interconnected network of cameras.

[BibT_eX]

[DOI]

Proceedings of the Sensors, 2013

Multi-capture High Dynamic Range compressive imaging.

[BibT_eX]

[DOI]

William Guicquero

Antoine Dupret

Proceedings of the 2013 Asilomar Conference on Signals, 2013

An adaptive compressive sensing with side information.

[BibT_eX]

[DOI]

William Guicquero

Antoine Dupret

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Clustering With Multi-Layer Graphs: A Spectral Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Spread Spectrum Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

Robust image reconstruction from multi-view measurements

[BibT_eX]

[DOI]

Gilles Puy

CoRR, 2012

Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices

[BibT_eX]

[DOI]

CoRR, 2012

S2LET: A code to perform fast wavelet analysis on the sphere

[BibT_eX]

[DOI]

CoRR, 2012

Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains

[BibT_eX]

[DOI]

CoRR, 2012

Sparse signal reconstruction on the sphere: implications of a new sampling theorem

[BibT_eX]

[DOI]

CoRR, 2012

A windowed graph Fourier transform.

[BibT_eX]

[DOI]

Benjamin Ricaud

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Beyond bits: Reconstructing images from Local Binary Descriptors.

[BibT_eX]

[DOI]

Emmanuel d'Angelo

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Plenoptic spherical sampling.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Foreground silhouette extraction robust to sudden changes of background appearance.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Light field compressive sensing in camera arrays.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

FREAK: Fast Retina Keypoint.

[BibT_eX]

[DOI]

Raphael Ortiz

Christophe De Vleeschouwer

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Scalable Feature Extraction for Coarse-to-Fine JPEG 2000 Image Classification.

[BibT_eX]

[DOI]

Antonin Descampe

Benoît Macq

IEEE Trans. Image Process., 2011

Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

On Variable Density Compressive Sampling.

[BibT_eX]

[DOI]

Gilles Puy

Yves Wiaux

IEEE Signal Process. Lett., 2011

Fast orthogonal sparse approximation algorithms over local dictionaries.

[BibT_eX]

[DOI]

Signal Process., 2011

A Variational Framework for Structure from Motion in Omnidirectional Image Sequences.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2011

Sparsity Driven People Localization with a Heterogeneous Network of Cameras.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2011

Distributed Signal Processing via Chebyshev Polynomial Approximation

[BibT_eX]

[DOI]

CoRR, 2011

Sampling theorems and compressive sensing on the sphere

[BibT_eX]

[DOI]

CoRR, 2011

Implications for compressed sensing of a new sampling theorem on the sphere

[BibT_eX]

[DOI]

CoRR, 2011

Real-time compressed sensing-based electrocardiogram compression on energy-constrained wireless body sensors.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Fast TV-L1 optical flow for interactivity.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Fully non-local super-resolution via spectral hashing.

[BibT_eX]

[DOI]

Emmanuel d'Angelo

Proceedings of the IEEE International Conference on Acoustics, 2011

A regularization framework for mobile social network analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Unsupervised extraction of audio-visual objects.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Chebyshev polynomial approximation for distributed signal processing.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing in Sensor Systems, 2011

2010

Blind Audiovisual Source Separation Based on Sparse Redundant Representations.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Cascade of descriptors to detect and track objects across any network of cameras.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2010

Classification via Incoherent Subspaces

[BibT_eX]

[DOI]

CoRR, 2010

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Sciences, 2010

A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Spread spectrum for compressed sensing techniques in magnetic resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Towards unifying diffusion and exemplar-based inpainting.

[BibT_eX]

[DOI]

Emmanuel d'Angelo

Proceedings of the International Conference on Image Processing, 2010

Stream carving: An adaptive seam carving algorithm.

[BibT_eX]

[DOI]

Daniel Domingues

Proceedings of the International Conference on Image Processing, 2010

Plenoptic based super-resolution for omnidirectional image sequences.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

A union of incoherent spaces model for classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Spread spectrum for interferometric and magnetic resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Audio-based nonlinear video diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Fast structure from motion for planar image sequences.

[BibT_eX]

[DOI]

Andreas Weishaupt

Proceedings of the 18th European Signal Processing Conference, 2010

Multichannel compressed sensing via source separation for hyperspectral images.

[BibT_eX]

[DOI]

Simon Arberet

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Learning Bimodal Structure in Audio-Visual Data.

[BibT_eX]

[DOI]

Friedrich T. Sommer

IEEE Trans. Neural Networks, 2009

Geometric Video Approximation Using Weighted Matching Pursuit.

[BibT_eX]

[DOI]

Michel Bierlaire

IEEE Trans. Image Process., 2009

Wavelets on Graphs via Spectral Graph Theory

[BibT_eX]

[DOI]

David K. Hammond

CoRR, 2009

Spread spectrum for imaging techniques in radio interferometry

[BibT_eX]

[DOI]

CoRR, 2009

TV-regularized generation of planar images from omnicams.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Optical flow and depth from motion for omnidirectional images using a TV-L1 variational framework on graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

A sparsity constrained inverse problem to locate people in a network of cameras.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Sport players detection and tracking with a mixed network of planar and omnidirectional cameras.

[BibT_eX]

[DOI]

Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Compressive sampling of pulse trains: Spread the spectrum!

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

CMOS compressed imaging by Random Convolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Dictionary Preconditioning for Greedy Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Compressed Sensing and Redundant Dictionaries.

[BibT_eX]

[DOI]

Holger Rauhut

IEEE Trans. Inf. Theory, 2008

The Continuous Wavelet Transform on Conic Sections.

[BibT_eX]

[DOI]

Jean-Pierre Antoine

Iva Bogdanova

Int. J. Wavelets Multiresolution Inf. Process., 2008

Object detection and matching in a mixed network of fixed and mobile cameras.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

On the estimation of geodesic paths on sampled manifolds under random projections.

[BibT_eX]

[DOI]

Mona Mahmoudi

Matteo Sorci

Proceedings of the International Conference on Image Processing, 2008

Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Blind audiovisual separation based on redundant representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Learning sparse generative models of audiovisual signals.

[BibT_eX]

[DOI]

Friedrich T. Sommer

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Shift-invariant dictionary learning for sparse representations: Extending K-SVD.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

On finding approximate nearest neighbours in a set of compressible signals.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Shape from texture for omnidirectional images.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Matching Pursuit With Block Incoherent Dictionaries.

[BibT_eX]

[DOI]

Lorenzo Peotta

IEEE Trans. Signal Process., 2007

Learning Multimodal Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Scale Space Analysis and Active Contours for Omnidirectional Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

Average Performance Analysis for Thresholding.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2007

Fast Global Minimization of the Active Contour/Snake Model.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2007

Fast spin ±2 spherical harmonics transforms and application in cosmology.

[BibT_eX]

[DOI]

Yves Wiaux

Laurent Jacques

J. Comput. Phys., 2007

Blind Audiovisual Source Separation using Sparse Representations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Tracking Atoms with Particles for Audio-Visual Source Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Average Case Analysis of Multichannel Thresholding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Tree-Based Pursuit: Algorithm and Properties.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

On the use of a priori information for sparse signal approximations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

On the exponential convergence of matching pursuits in quasi-incoherent dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Low-rate and flexible image coding with redundant representations.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Progressive Coding of 3-D Objects Based on Overcomplete Decompositions.

[BibT_eX]

[DOI]

Ivana Tosic

IEEE Trans. Circuits Syst. Video Technol., 2006

Flexible motion-adaptive video coding with redundant expansions.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2006

Analysis of multimodal sequences using geometric video representations.

[BibT_eX]

[DOI]

Signal Process., 2006

A simple test to check the optimality of a sparse signal approximation.

[BibT_eX]

[DOI]

Signal Process., 2006

Matching pursuit-based shape representation and recognition using scale-space.

[BibT_eX]

[DOI]

François Mendels

Int. J. Imaging Syst. Technol., 2006

Multiscale Active Contours.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2006

A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2006

Distributed Coding of Highly Correlated Image Sequences with Motion-Compensated Temporal Wavelets.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Learning Multi-modal Dictionaries: Application to Audiovisual Data.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Content Representation, 2006

Coarse-to-Fine Textures Retrieval in the JPEG 2000 Compressed Domain for Fast Browsing of Large Image Databases.

[BibT_eX]

[DOI]

Antonin Descampe

Christophe De Vleeschouwer

Benoît Macq

Proceedings of the Multimedia Content Representation, 2006

Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions.

[BibT_eX]

[DOI]

Javier Molinero Hernandez

Mathieu Lemay

Jean-Marc Vesin

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Audiovisual Gestalts.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Processor Enhancements for Media Streaming Applications.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2005

Distributed Coding of Spherical Images with Jointly Refined Decoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

The M-term pursuit for image representation and progressive compression.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Analysis of multimodal signals using redundant representations.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

An improved pyramid for spatially scalable video coding.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

A simple test to check the optimality of sparse signal approximations.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Video coding with motion-compensated temporal transforms and side information.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multiresolution motion estimation for omnidirectional images.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

Intra-adaptive motion-compensated lifted wavelets for video coding.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

Progressive Low Bit Rate Coding of Simple 3D Objects with Matching Pursuit.

[BibT_eX]

[DOI]

Ivana Tosic

Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

2004

A posteriori quantization of progressive matching pursuit streams.

[BibT_eX]

[DOI]

Murat Kunt

IEEE Trans. Signal Process., 2004

Multiresolution segmentation of natural images: from linear to nonlinear scale-space representations.

[BibT_eX]

[DOI]

Ana Petrovic

IEEE Trans. Image Process., 2004

Hybrid Video Coding Based on Bidimensional Matching Pursuit.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2004

Video coding with lifted wavelet transforms and complementary motion-compensated signals.

[BibT_eX]

[DOI]

Markus H. Flierl

Bernd Girod

Proceedings of the Visual Communications and Image Processing 2004, 2004

Image compression with learnt tree-structured dictionaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Sparse decomposition over multi-component redundant dictionaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Distributed coding of dynamic scenes with motion-compensated wavelets.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

A Bayesian approach to video expansions on parametric over-complete 2-D dictionaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Learning structured dictionaries for image representation.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Redundant image representations in security applications.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Color image scalable coding with matching pursuit.

[BibT_eX]

[DOI]

Andrea Cavallaro

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

MP3D: highly scalable video coding scheme based on matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Discrete Wavelet Frames on the sphere.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

In Apologiam - rules of the game and plagiarism.

[BibT_eX]

[DOI]

Signal Process., 2003

DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection.

[BibT_eX]

[DOI]

NeuroImage, 2003

Non-linear subdivision using local spherical coordinates.

[BibT_eX]

[DOI]

Nicolas Aspert

Touradj Ebrahimi

Comput. Aided Geom. Des., 2003

High-flexibility scalable image coding.

[BibT_eX]

Proceedings of the Visual Communications and Image Processing 2003, 2003

Video coding using a deformation compensation algorithm based adaptive matching pursuit image decompositions.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

A priori information in image segmentation: energy functional based on shape statistical model and image information.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Ridgelet transform applied to motion compensated images.

[BibT_eX]

[DOI]

Fulvio Moschetti

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A locally temporal adaptive transform scheme for sub-band video coding.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Directional dyadic wavelet transforms: design and algorithms.

[BibT_eX]

[DOI]

Jean-François Gobbers

IEEE Trans. Image Process., 2002

Special issue on image and video coding beyond standards.

[BibT_eX]

[DOI]

Signal Process., 2002

Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit.

[BibT_eX]

[DOI]

François Mendels

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Geometric Moments in Scale-Spaces.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Evolutionary multiresolution Matching Pursuit and its relations with the human visual system.

[BibT_eX]

[DOI]

Proceedings of the 11th European Signal Processing Conference, 2002

Segmentation of natural images using Scale-Space representations: A linear and a non-linear approach.

[BibT_eX]

[DOI]

Ana Petrovic

Proceedings of the 11th European Signal Processing Conference, 2002

R-D analysis of adaptive edge representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

Adaptive entropy-constrained matching pursuit quantization.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Efficient image representation by anisotropic refinement in matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

A Posteriori Quantized Matching Pursuit.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2001

1999

Nonlinear pyramidal image decompositions based on local contrast parameters.

[BibT_eX]

Ömer Nezih Gerek

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Computing Isotropic Local Contrast from Oriented Pyramid Decompositions.

[BibT_eX]

[DOI]

Stefan Winkler

Proceedings of the 1999 International Conference on Image Processing, 1999

1996

Two-dimensional directional wavelets in image processing.

[BibT_eX]

[DOI]

Jean-Pierre Antoine

Romain Murenzi

Int. J. Imaging Syst. Technol., 1996

2-D Cauchy wavelets and symmetries in images.

[BibT_eX]

[DOI]

Jean-Pierre Antoine