Pierre Vandergheynst

According to our database1, Pierre Vandergheynst authored at least 236 papers between 1995 and 2020.

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Bibliography

2020
What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019
Some limitations of norm based generalization bounds in deep neural networks.
CoRR, 2019

Revisiting hard thresholding for DNN pruning.
CoRR, 2019

Anomaly detection in the dynamics of web and social networks.
CoRR, 2019

Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory.
Proceedings of the World Wide Web Conference, 2019

A Graph-Structured Dataset for Wikipedia Research.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Tensor Robust PCA on Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Distributed Signal Processing via Chebyshev Polynomial Approximation.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Adaptive Graph-Based Total Variation for Tomographic Reconstructions.
IEEE Signal Process. Lett., 2018

Graph Signal Processing: Overview, Challenges, and Applications.
Proc. IEEE, 2018

FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees.
CoRR, 2018

PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report.
CoRR, 2018

Structured Sequence Modeling with Graph Convolutional Recurrent Networks.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Fast Approximate Spectral Clustering for Dynamic Networks.
Proceedings of the 35th International Conference on Machine Learning, 2018

Spectrally Approximating Large Graphs with Smaller Graphs.
Proceedings of the 35th International Conference on Machine Learning, 2018

Joint Estimation of the Room Geometry and Modes with Compressed Sensing.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Stationary Signal Processing on Graphs.
IEEE Trans. Signal Process., 2017

Compressive PCA for Low-Rank Matrices on Graphs.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Geometric Deep Learning: Going beyond Euclidean data.
IEEE Signal Process. Mag., 2017

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.
NeuroImage, 2017

Wikipedia dynamic patterns discovery.
CoRR, 2017

Localization of Sound Sources in a Room with One Microphone.
CoRR, 2017

Compressive Embedding and Visualization using Graphs.
CoRR, 2017

FMA: A Dataset for Music Analysis.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Towards stationary time-vertex signal processing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A Multiscale Pyramid Transform for Graph Signals.
IEEE Trans. Signal Process., 2016

Learning Laplacian Matrix in Smooth Graph Signal Representations.
IEEE Trans. Signal Process., 2016

Principal Patterns on Graphs: Discovering Coherent Structures in Datasets.
IEEE Trans. Signal Inf. Process. over Networks, 2016

An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging.
IEEE Trans. Computational Imaging, 2016

Fast Robust PCA on Graphs.
IEEE J. Sel. Top. Signal Process., 2016

Tensor low-rank and sparse light field photography.
Comput. Vis. Image Underst., 2016

Low-Rank Matrices on Graphs: Generalized Recovery & Applications.
CoRR, 2016

Compressive PCA on Graphs.
CoRR, 2016

Multilinear Low-Rank Tensors on Graphs & Applications.
CoRR, 2016

Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions.
CoRR, 2016

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering.
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.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

Compressive Spectral Clustering.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Accelerated spectral clustering using graph filtering of random signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

PCA using graph total variation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Song recommendation with non-negative matrix factorization and graph total variation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Graph-based sinogram denoising for tomographic reconstructions.
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.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames.
IEEE Trans. Signal Process., 2015

Compressive image acquisition in modern CMOS IC design.
Int. J. Circuit Theory Appl., 2015

Fast Robust PCA on Graphs.
CoRR, 2015

Random sampling of bandlimited signals on graphs.
CoRR, 2015

ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds.
CoRR, 2015

Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks.
Comput. Graph. Forum, 2015

Geodesic Convolutional Neural Networks on Riemannian Manifolds.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Robust Principal Component Analysis on Graphs.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Laplacian matrix learning for smooth graph signal representation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Ultra-low-power ECG front-end design based on compressed sensing.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Functional correspondence by matrix completion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Graph-based denoising for time-varying point clouds.
Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds.
IEEE Trans. Signal Process., 2014

Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition.
IEEE Trans. Biomed. Circuits Syst., 2014

Reverberant Audio Source Separation via Sparse and Low-Rank Modeling.
IEEE Signal Process. Lett., 2014

Robust Image Reconstruction from Multiview Measurements.
SIAM J. Imaging Sci., 2014

A Compressed Sensing Framework for Magnetic Resonance Fingerprinting.
SIAM J. Imaging Sci., 2014

From Bits to Images: Inversion of Local Binary Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

SCOOP: A Real-Time Sparsity Driven People Localization Algorithm.
J. Math. Imaging Vis., 2014

UNLocBoX A matlab convex optimization toolbox using proximal splitting methods.
CoRR, 2014

GSPBOX: A toolbox for signal processing on graphs.
CoRR, 2014

On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation.
CoRR, 2014

Matrix Completion on Graphs.
CoRR, 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Learning Graphs from Signal Observations under Smoothness Prior.
CoRR, 2014

Numerical experiments with MALDI Imaging data.
Adv. Comput. Math., 2014

Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor.
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.
Proceedings of the IEEE International Conference on Acoustics, 2014

Power-efficient joint compressed sensing of multi-lead ECG signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

Compressed quantitative MRI: Bloch response recovery through iterated projection.
Proceedings of the IEEE International Conference on Acoustics, 2014

On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On adaptive pixel random selection for compressive sensing.
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.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

On compensating unknown pixel behaviors for image sensors with embedded processing.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability.
J. Signal Process. Syst., 2013

Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem.
IEEE Trans. Image Process., 2013

Compressive Source Separation: Theory and Methods for Hyperspectral Imaging.
IEEE Trans. Image Process., 2013

Sparse Reverberant Audio Source Separation via Reweighted Analysis.
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.
IEEE Signal Process. Mag., 2013

Vertex-Frequency Analysis on Graphs.
CoRR, 2013

A Framework for Multiscale Transforms on Graphs.
CoRR, 2013

On the computation of directional scale-discretized wavelet transforms on the sphere.
CoRR, 2013

Column-separated compressive sampling scheme for low power CMOS image sensors.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

Power-efficient CMOS image acquisition system based on compressive sampling.
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.
Proceedings of the IEEE International Conference on Acoustics, 2013

Compressive multichannel cortical signal recording.
Proceedings of the IEEE International Conference on Acoustics, 2013

Inference of mobility patterns via Spectral Graph Wavelets.
Proceedings of the IEEE International Conference on Acoustics, 2013

High frame-rate low-power compressive sampling CMOS image sensor architecture: [extended abstract].
Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013

Multi-capture High Dynamic Range compressive imaging.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

An adaptive compressive sensing with side information.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Clustering With Multi-Layer Graphs: A Spectral Perspective.
IEEE Trans. Signal Process., 2012

Spread Spectrum Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2012

Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding.
IEEE Trans. Image Process., 2012

Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques.
EURASIP J. Adv. Signal Process., 2012

Robust image reconstruction from multi-view measurements
CoRR, 2012

Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices
CoRR, 2012

S2LET: A code to perform fast wavelet analysis on the sphere
CoRR, 2012

Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains
CoRR, 2012

Sparse signal reconstruction on the sphere: implications of a new sampling theorem
CoRR, 2012

A windowed graph Fourier transform.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Beyond bits: Reconstructing images from Local Binary Descriptors.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Plenoptic spherical sampling.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Foreground silhouette extraction robust to sudden changes of background appearance.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Light field compressive sensing in camera arrays.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

FREAK: Fast Retina Keypoint.
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.
IEEE Trans. Image Process., 2011

Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes.
IEEE Trans. Biomed. Eng., 2011

On Variable Density Compressive Sampling.
IEEE Signal Process. Lett., 2011

Fast orthogonal sparse approximation algorithms over local dictionaries.
Signal Process., 2011

A Variational Framework for Structure from Motion in Omnidirectional Image Sequences.
J. Math. Imaging Vis., 2011

Sparsity Driven People Localization with a Heterogeneous Network of Cameras.
J. Math. Imaging Vis., 2011

Distributed Signal Processing via Chebyshev Polynomial Approximation
CoRR, 2011

Sampling theorems and compressive sensing on the sphere
CoRR, 2011

Implications for compressed sensing of a new sampling theorem on the sphere
CoRR, 2011

Real-time compressed sensing-based electrocardiogram compression on energy-constrained wireless body sensors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Fast TV-L1 optical flow for interactivity.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Fully non-local super-resolution via spectral hashing.
Proceedings of the IEEE International Conference on Acoustics, 2011

A regularization framework for mobile social network analysis.
Proceedings of the IEEE International Conference on Acoustics, 2011

Unsupervised extraction of audio-visual objects.
Proceedings of the IEEE International Conference on Acoustics, 2011

Chebyshev polynomial approximation for distributed signal processing.
Proceedings of the Distributed Computing in Sensor Systems, 2011

2010
Blind Audiovisual Source Separation Based on Sparse Redundant Representations.
IEEE Trans. Multim., 2010

Cascade of descriptors to detect and track objects across any network of cameras.
Comput. Vis. Image Underst., 2010

Classification via Incoherent Subspaces
CoRR, 2010

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation.
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.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Spread spectrum for compressed sensing techniques in magnetic resonance imaging.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Towards unifying diffusion and exemplar-based inpainting.
Proceedings of the International Conference on Image Processing, 2010

Stream carving: An adaptive seam carving algorithm.
Proceedings of the International Conference on Image Processing, 2010

Plenoptic based super-resolution for omnidirectional image sequences.
Proceedings of the International Conference on Image Processing, 2010

A union of incoherent spaces model for classification.
Proceedings of the IEEE International Conference on Acoustics, 2010

Spread spectrum for interferometric and magnetic resonance imaging.
Proceedings of the IEEE International Conference on Acoustics, 2010

Audio-based nonlinear video diffusion.
Proceedings of the IEEE International Conference on Acoustics, 2010

Fast structure from motion for planar image sequences.
Proceedings of the 18th European Signal Processing Conference, 2010

Multichannel compressed sensing via source separation for hyperspectral images.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Learning Bimodal Structure in Audio-Visual Data.
IEEE Trans. Neural Networks, 2009

Geometric Video Approximation Using Weighted Matching Pursuit.
IEEE Trans. Image Process., 2009

Wavelets on Graphs via Spectral Graph Theory
CoRR, 2009

Spread spectrum for imaging techniques in radio interferometry
CoRR, 2009

TV-regularized generation of planar images from omnicams.
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.
Proceedings of the International Conference on Image Processing, 2009

Sport players detection and tracking with a mixed network of planar and omnidirectional cameras.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Compressive sampling of pulse trains: Spread the spectrum!
Proceedings of the IEEE International Conference on Acoustics, 2009

A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries.
Proceedings of the IEEE International Conference on Acoustics, 2009

Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals.
Proceedings of the IEEE International Conference on Acoustics, 2009

CMOS compressed imaging by Random Convolution.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Dictionary Preconditioning for Greedy Algorithms.
IEEE Trans. Signal Process., 2008

Compressed Sensing and Redundant Dictionaries.
IEEE Trans. Inf. Theory, 2008

The Continuous Wavelet Transform on Conic Sections.
Int. J. Wavelets Multiresolution Inf. Process., 2008

Object detection and matching in a mixed network of fixed and mobile cameras.
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.
Proceedings of the International Conference on Image Processing, 2008

Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence.
Proceedings of the IEEE International Conference on Acoustics, 2008

Blind audiovisual separation based on redundant representations.
Proceedings of the IEEE International Conference on Acoustics, 2008

Learning sparse generative models of audiovisual signals.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Shift-invariant dictionary learning for sparse representations: Extending K-SVD.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

On finding approximate nearest neighbours in a set of compressible signals.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Shape from texture for omnidirectional images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Matching Pursuit With Block Incoherent Dictionaries.
IEEE Trans. Signal Process., 2007

Learning Multimodal Dictionaries.
IEEE Trans. Image Process., 2007

Scale Space Analysis and Active Contours for Omnidirectional Images.
IEEE Trans. Image Process., 2007

Average Performance Analysis for Thresholding.
IEEE Signal Process. Lett., 2007

Fast Global Minimization of the Active Contour/Snake Model.
J. Math. Imaging Vis., 2007

Fast spin ±2 spherical harmonics transforms and application in cosmology.
J. Comput. Phys., 2007

Blind Audiovisual Source Separation using Sparse Representations.
Proceedings of the International Conference on Image Processing, 2007

Tracking Atoms with Particles for Audio-Visual Source Localization.
Proceedings of the IEEE International Conference on Acoustics, 2007

Average Case Analysis of Multichannel Thresholding.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Tree-Based Pursuit: Algorithm and Properties.
IEEE Trans. Signal Process., 2006

On the use of a priori information for sparse signal approximations.
IEEE Trans. Signal Process., 2006

On the exponential convergence of matching pursuits in quasi-incoherent dictionaries.
IEEE Trans. Inf. Theory, 2006

Low-rate and flexible image coding with redundant representations.
IEEE Trans. Image Process., 2006

Progressive Coding of 3-D Objects Based on Overcomplete Decompositions.
IEEE Trans. Circuits Syst. Video Technol., 2006

Flexible motion-adaptive video coding with redundant expansions.
IEEE Trans. Circuits Syst. Video Technol., 2006

Analysis of multimodal sequences using geometric video representations.
Signal Process., 2006

A simple test to check the optimality of a sparse signal approximation.
Signal Process., 2006

Matching pursuit-based shape representation and recognition using scale-space.
Int. J. Imaging Syst. Technol., 2006

Multiscale Active Contours.
Int. J. Comput. Vis., 2006

A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional.
Int. J. Comput. Vis., 2006

Distributed Coding of Highly Correlated Image Sequences with Motion-Compensated Temporal Wavelets.
EURASIP J. Adv. Signal Process., 2006

Learning Multi-modal Dictionaries: Application to Audiovisual Data.
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.
Proceedings of the Multimedia Content Representation, 2006

Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

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

2005
Processor Enhancements for Media Streaming Applications.
J. VLSI Signal Process., 2005

Distributed Coding of Spherical Images with Jointly Refined Decoding.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

The M-term pursuit for image representation and progressive compression.
Proceedings of the 2005 International Conference on Image Processing, 2005

Analysis of multimodal signals using redundant representations.
Proceedings of the 2005 International Conference on Image Processing, 2005

An improved pyramid for spatially scalable video coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

A simple test to check the optimality of sparse signal approximations.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Video coding with motion-compensated temporal transforms and side information.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multiresolution motion estimation for omnidirectional images.
Proceedings of the 13th European Signal Processing Conference, 2005

Intra-adaptive motion-compensated lifted wavelets for video coding.
Proceedings of the 13th European Signal Processing Conference, 2005

Progressive Low Bit Rate Coding of Simple 3D Objects with Matching Pursuit.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

2004
A posteriori quantization of progressive matching pursuit streams.
IEEE Trans. Signal Process., 2004

Multiresolution segmentation of natural images: from linear to nonlinear scale-space representations.
IEEE Trans. Image Process., 2004

Hybrid Video Coding Based on Bidimensional Matching Pursuit.
EURASIP J. Adv. Signal Process., 2004

Video coding with lifted wavelet transforms and complementary motion-compensated signals.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Image compression with learnt tree-structured dictionaries.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Sparse decomposition over multi-component redundant dictionaries.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Distributed coding of dynamic scenes with motion-compensated wavelets.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

A Bayesian approach to video expansions on parametric over-complete 2-D dictionaries.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Learning structured dictionaries for image representation.
Proceedings of the 2004 International Conference on Image Processing, 2004

Redundant image representations in security applications.
Proceedings of the 2004 International Conference on Image Processing, 2004

Color image scalable coding with matching pursuit.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

MP3D: highly scalable video coding scheme based on matching pursuit.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Discrete Wavelet Frames on the sphere.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
In Apologiam - rules of the game and plagiarism.
Signal Process., 2003

DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection.
NeuroImage, 2003

Non-linear subdivision using local spherical coordinates.
Comput. Aided Geom. Des., 2003

High-flexibility scalable image coding.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Video coding using a deformation compensation algorithm based adaptive matching pursuit image decompositions.
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.
Proceedings of the 2003 International Conference on Image Processing, 2003

Ridgelet transform applied to motion compensated images.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A locally temporal adaptive transform scheme for sub-band video coding.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Directional dyadic wavelet transforms: design and algorithms.
IEEE Trans. Image Process., 2002

Special issue on image and video coding beyond standards.
Signal Process., 2002

Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Geometric Moments in Scale-Spaces.
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.
Proceedings of the 2002 International Conference on Image Processing, 2002

Evolutionary multiresolution Matching Pursuit and its relations with the human visual system.
Proceedings of the 11th European Signal Processing Conference, 2002

Segmentation of natural images using Scale-Space representations: A linear and a non-linear approach.
Proceedings of the 11th European Signal Processing Conference, 2002

R-D analysis of adaptive edge representations.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Adaptive entropy-constrained matching pursuit quantization.
Proceedings of the 2001 International Conference on Image Processing, 2001

Efficient image representation by anisotropic refinement in matching pursuit.
Proceedings of the IEEE International Conference on Acoustics, 2001

A Posteriori Quantized Matching Pursuit.
Proceedings of the Data Compression Conference, 2001

1999
Nonlinear pyramidal image decompositions based on local contrast parameters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Computing Isotropic Local Contrast from Oriented Pyramid Decompositions.
Proceedings of the 1999 International Conference on Image Processing, 1999

1996
Two-dimensional directional wavelets in image processing.
Int. J. Imaging Syst. Technol., 1996

2-D Cauchy wavelets and symmetries in images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Alternative representations of an image via the 2D wavelet transform: application to character recognition.
Proceedings of the Visual Information Processing IV, Orlando, FL, USA, April 17, 1995, 1995


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