Pierre Vandergheynst

David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst: The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains. IEEE Signal Process. Mag. 30(3): 83-98 (2013)

Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux: Sparse Reverberant Audio Source Separation via Reweighted Analysis. IEEE Transactions on Audio, Speech & Language Processing 21(7): 1391-1402 (2013)

Hossein Afshari, Laurent Jacques, Luigi Bagnato, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici: The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. Signal Processing Systems 70(3): 305-328 (2013)

Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov: Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds. CoRR abs/1303.2221 (2013)

Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux: Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. EURASIP J. Adv. Sig. Proc. 2012: 6 (2012)

Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst: Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 493-501 (2012)

Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard: Sparse Approximation Using M-Term Pursuit and Application in Image and Video Coding. IEEE Transactions on Image Processing 21(4): 1950-1962 (2012)

Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux: Spread Spectrum Magnetic Resonance Imaging. IEEE Trans. Med. Imaging 31(3): 586-598 (2012)

Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov: Clustering With Multi-Layer Graphs: A Spectral Perspective. IEEE Transactions on Signal Processing 60(11): 5820-5831 (2012)

Alexandre Alahi, Raphael Ortiz, Pierre Vandergheynst: FREAK: Fast Retina Keypoint. CVPR 2012: 510-517

Mohammad Golbabaee, Pierre Vandergheynst: Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery. ICASSP 2012: 2741-2744

Mahdad Hosseini Kamal, Mohammad Golbabaee, Pierre Vandergheynst: Light field compressive sensing in camera arrays. ICASSP 2012: 5413-5416

Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst: Plenoptic spherical sampling. ICIP 2012: 357-360

Mohammad Golbabaee, Pierre Vandergheynst: Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging. ICIP 2012: 933-936

Alexandre Alahi, Luigi Bagnato, Damien Matti, Pierre Vandergheynst: Foreground silhouette extraction robust to sudden changes of background appearance. ICIP 2012: 1229-1232

Emmanuel d'Angelo, Alexandre Alahi, Pierre Vandergheynst: Beyond bits: Reconstructing images from Local Binary Descriptors. ICPR 2012: 935-938

Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux: Spread spectrum magnetic resonance imaging. CoRR abs/1203.2205 (2012)

Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux: Sparse signal reconstruction on the sphere: implications of a new sampling theorem. CoRR abs/1205.1013 (2012)

Mohammad Golbabaee, Simon Arberet, Pierre Vandergheynst: Compressive Source Separation: Theory and Methods for Hyperspectral Imaging. CoRR abs/1208.4505 (2012)

David I. Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst: Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains. CoRR abs/1211.0053 (2012)

Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst: From Bits to Images: Inversion of Local Binary Descriptors. CoRR abs/1211.1265 (2012)

Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux: S2LET: A code to perform fast wavelet analysis on the sphere. CoRR abs/1211.1680 (2012)

Mohammad Golbabaee, Pierre Vandergheynst: Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices. CoRR abs/1211.5058 (2012)

Gilles Puy, Pierre Vandergheynst: Robust image reconstruction from multi-view measurements. CoRR abs/1212.3268 (2012)

Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst: Sparsity Driven People Localization with a Heterogeneous Network of Cameras. Journal of Mathematical Imaging and Vision 41(1-2): 39-58 (2011)

Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst: A Variational Framework for Structure from Motion in Omnidirectional Image Sequences. Journal of Mathematical Imaging and Vision 41(3): 182-193 (2011)

Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot: Fast orthogonal sparse approximation algorithms over local dictionaries. Signal Processing 91(12): 2822-2835 (2011)

Gilles Puy, Pierre Vandergheynst, Yves Wiaux: On Variable Density Compressive Sampling. IEEE Signal Process. Lett. 18(10): 595-598 (2011)

Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst: Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes. IEEE Trans. Biomed. Engineering 58(9): 2456-2466 (2011)

Antonin Descampe, Christophe De Vleeschouwer, Pierre Vandergheynst, Benoit M. Macq: Scalable Feature Extraction for Coarse-to-Fine JPEG 2000 Image Classification. IEEE Transactions on Image Processing 20(9): 2636-2649 (2011)

David I. Shuman, Pierre Vandergheynst, Pascal Frossard: Chebyshev polynomial approximation for distributed signal processing. DCOSS 2011: 1-8

Emmanuel d'Angelo, Pierre Vandergheynst: Fully non-local super-resolution via spectral hashing. ICASSP 2011: 1137-1140

Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov: A regularization framework for mobile social network analysis. ICASSP 2011: 2140-2143

Anna Llagostera Casanovas, Pierre Vandergheynst: Unsupervised extraction of audio-visual objects. ICASSP 2011: 2284-2287

Emmanuel d'Angelo, Johan Paratte, Gilles Puy, Pierre Vandergheynst: Fast TV-L1 optical flow for interactivity. ICIP 2011: 1885-1888

Hossein Mamaghanian, Nadia Khaled, David Atienza, Pierre Vandergheynst: Real-time compressed sensing-based electrocardiogram compression on energy-constrained wireless body sensors. ISCAS 2011: 1744-1747

David I. Shuman, Pierre Vandergheynst, Pascal Frossard: Chebyshev Polynomial Approximation for Distributed Signal Processing. CoRR abs/1105.1891 (2011)

Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst, Nikolai Nefedov: Clustering with Multi-Layer Graphs: A Spectral Perspective. CoRR abs/1106.2233 (2011)

Gilles Puy, Pierre Vandergheynst, Yves Wiaux: On Variable Density Compressive Sampling. CoRR abs/1109.6202 (2011)

Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux: Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. CoRR abs/1110.5870 (2011)

Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux: Implications for compressed sensing of a new sampling theorem on the sphere. CoRR abs/1110.6296 (2011)

Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux: Sampling theorems and compressive sensing on the sphere. CoRR abs/1110.6297 (2011)

David I. Shuman, Pierre Vandergheynst, Pascal Frossard: Distributed Signal Processing via Chebyshev Polynomial Approximation. CoRR abs/1111.5239 (2011)

Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt: Cascade of descriptors to detect and track objects across any network of cameras. Computer Vision and Image Understanding 114(6): 624-640 (2010)

Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval: Blind Audiovisual Source Separation Based on Sparse Redundant Representations. IEEE Transactions on Multimedia 12(5): 358-371 (2010)

Anna Llagostera Casanovas, Pierre Vandergheynst: Audio-based nonlinear video diffusion. ICASSP 2010: 2486-2489

Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst: Spread spectrum for interferometric and magnetic resonance imaging. ICASSP 2010: 2802-2805

Karin Schnass, Pierre Vandergheynst: A union of incoherent spaces model for classification. ICASSP 2010: 5490-5493

Emmanuel d'Angelo, Pierre Vandergheynst: Towards unifying diffusion and exemplar-based inpainting. ICIP 2010: 417-420

Daniel Domingues, Alexandre Alahi, Pierre Vandergheynst: Stream carving: An adaptive seam carving algorithm. ICIP 2010: 901-904

Luigi Bagnato, Yannick Boursier, Pascal Frossard, Pierre Vandergheynst: Plenoptic based super-resolution for omnidirectional image sequences. ICIP 2010: 2829-2832

Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst: Spread spectrum for compressed sensing techniques in magnetic resonance imaging. ISBI 2010: 756-759

Vahid Majidzadeh, Laurent Jacques, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici: A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing. ISCAS 2010: 2956-2959

Simon Arberet, Alexey Ozerov, Ngoc Q. K. Duong, Emmanuel Vincent, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst: Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. ISSPA 2010: 1-4

Karin Schnass, Pierre Vandergheynst: Classification via Incoherent Subspaces. CoRR abs/1005.1471 (2010)

Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire: Geometric Video Approximation Using Weighted Matching Pursuit. IEEE Transactions on Image Processing 18(8): 1703-1716 (2009)

Gianluca Monaci, Pierre Vandergheynst, Friedrich T. Sommer: Learning Bimodal Structure in Audio-Visual Data. IEEE Transactions on Neural Networks 20(12): 1898-1910 (2009)

Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin: Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals. ICASSP 2009: 465-468

Laurent Jacques, Pierre Vandergheynst, Alexandre Bibet, Vahid Majidzadeh, Alexandre Schmid, Yusuf Leblebici: CMOS compressed imaging by Random Convolution. ICASSP 2009: 1113-1116

Farid M. Naini, Rémi Gribonval, Laurent Jacques, Pierre Vandergheynst: Compressive sampling of pulse trains: Spread the spectrum! ICASSP 2009: 2877-2880

Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst: A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries. ICASSP 2009: 3445-3448

Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Mohamed-Jalal Fadili, Pierre Vandergheynst: TV-regularized generation of planar images from omnicams. ICIP 2009: 1161-1164

Luigi Bagnato, Pascal Frossard, Pierre Vandergheynst: Optical flow and depth from motion for omnidirectional images using a TV-L1 variational framework on graphs. ICIP 2009: 1469-1472

Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst: Spread spectrum for imaging techniques in radio interferometry. CoRR abs/0907.0944 (2009)

David K. Hammond, Pierre Vandergheynst, Rémi Gribonval: Wavelets on Graphs via Spectral Graph Theory. CoRR abs/0912.3848 (2009)

Jean-Pierre Antoine, Iva Bogdanova, Pierre Vandergheynst: The Continuous Wavelet Transform on Conic Sections. IJWMIP 6(2): 137-156 (2008)

Holger Rauhut, Karin Schnass, Pierre Vandergheynst: Compressed Sensing and Redundant Dictionaries. IEEE Transactions on Information Theory 54(5): 2210-2219 (2008)

Karin Schnass, Pierre Vandergheynst: Dictionary Preconditioning for Greedy Algorithms. IEEE Transactions on Signal Processing 56(5): 1994-2002 (2008)

Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst, Rémi Gribonval: Blind audiovisual separation based on redundant representations. ICASSP 2008: 1841-1844

Mohammad Golbabaee, Pierre Vandergheynst: Average case analysis of sparse recovery with thresholding : New bounds based on average dictionary coherence. ICASSP 2008: 3877-3880

Mona Mahmoudi, Pierre Vandergheynst, Matteo Sorci: On the estimation of geodesic paths on sampled manifolds under random projections. ICIP 2008: 1840-1843

Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt: Object detection and matching in a mixed network of fixed and mobile cameras. AREA 2008: 9-16

Xavier Bresson, Selim Esedoglu, Pierre Vandergheynst, Jean-Philippe Thiran, Stanley Osher: Fast Global Minimization of the Active Contour/Snake Model. Journal of Mathematical Imaging and Vision 28(2): 151-167 (2007)

Iva Bogdanova, Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst: Scale Space Analysis and Active Contours for Omnidirectional Images. IEEE Transactions on Image Processing 16(7): 1888-1901 (2007)

Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval: Learning Multimodal Dictionaries. IEEE Transactions on Image Processing 16(9): 2272-2283 (2007)

Lorenzo Peotta, Pierre Vandergheynst: Matching Pursuit With Block Incoherent Dictionaries. IEEE Transactions on Signal Processing 55(9): 4549-4557 (2007)

Anna Llagostera Casanovas, Gianluca Monaci, Pierre Vandergheynst: Blind Audiovisual Source Separation using Sparse Representations. ICIP (3) 2007: 301-304

Holger Rauhut, Karin Schnass, Pierre Vandergheynst: Compressed Sensing and Redundant Dictionaries. CoRR abs/math/0701131 (2007)

Markus Flierl, Pierre Vandergheynst: Distributed Coding of Highly Correlated Image Sequences with Motion-Compensated Temporal Wavelets. EURASIP J. Adv. Sig. Proc. 2006 (2006)

Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran: A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional. International Journal of Computer Vision 68(2): 145-162 (2006)

Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran: Multiscale Active Contours. International Journal of Computer Vision 70(3): 197-211 (2006)

François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran: Matching pursuit-based shape representation and recognition using scale-space. Int. J. Imaging Systems and Technology 16(5): 162-180 (2006)

Lorenzo Peotta, Lorenzo Granai, Pierre Vandergheynst: Image compression using an edge adapted redundant dictionary and wavelets. Signal Processing 86(3): 444-456 (2006)

Rémi Gribonval, Rosa M. Figueras i Ventura, Pierre Vandergheynst: A simple test to check the optimality of a sparse signal approximation. Signal Processing 86(3): 496-510 (2006)

Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst: Analysis of multimodal sequences using geometric video representations. Signal Processing 86(12): 3534-3548 (2006)

Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard: Flexible motion-adaptive video coding with redundant expansions. IEEE Trans. Circuits Syst. Video Techn. 16(2): 178-190 (2006)

Ivana Tosic, Pascal Frossard, Pierre Vandergheynst: Progressive Coding of 3-D Objects Based on Overcomplete Decompositions. IEEE Trans. Circuits Syst. Video Techn. 16(11): 1338-1349 (2006)

Rosa M. Figueras i Ventura, Pierre Vandergheynst, Pascal Frossard: Low-rate and flexible image coding with redundant representations. IEEE Transactions on Image Processing 15(3): 726-739 (2006)

Rémi Gribonval, Pierre Vandergheynst: On the exponential convergence of matching pursuits in quasi-incoherent dictionaries. IEEE Transactions on Information Theory 52(1): 255-261 (2006)

Òscar Divorra Escoda, Lorenzo Granai, Pierre Vandergheynst: On the use of a priori information for sparse signal approximations. IEEE Transactions on Signal Processing 54(9): 3468-3482 (2006)

Antonin Descampe, Pierre Vandergheynst, Christophe De Vleeschouwer, Benoit M. Macq: Coarse-to-Fine Textures Retrieval in the JPEG 2000 Compressed Domain for Fast Browsing of Large Image Databases. MRCS 2006: 282-289

Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval: Learning Multi-modal Dictionaries: Application to Audiovisual Data. MRCS 2006: 538-545

Sebastien Bilavarn, Eric Debes, Pierre Vandergheynst, Jean-Philippe Diguet: Processor Enhancements for Media Streaming Applications. VLSI Signal Processing 41(2): 225-234 (2005)

Ivana Tosic, Pascal Frossard, Pierre Vandergheynst: Progressive Low Bit Rate Coding of Simple 3D Objects with Matching Pursuit. DCC 2005: 483

Adel Rahmoune, Pierre Vandergheynst, Pascal Frossard: The M-term pursuit for image representation and progressive compression. ICIP (1) 2005: 73-76

Gianluca Monaci, Òscar Divorra Escoda, Pierre Vandergheynst: Analysis of multimodal signals using redundant representations. ICIP (3) 2005: 146-149

Markus Flierl, Pierre Vandergheynst: An improved pyramid for spatially scalable video coding. ICIP (2) 2005: 878-881

Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran: Multiscale Active Contours. Scale-Space 2005: 167-178

Lorenzo Granai, Emilio Maggio, Lorenzo Peotta, Pierre Vandergheynst: Hybrid Video Coding Based on Bidimensional Matching Pursuit. EURASIP J. Adv. Sig. Proc. 2004(17): 2705-2714 (2004)

Ana Petrovic, Òscar Divorra Escoda, Pierre Vandergheynst: Multiresolution segmentation of natural images: from linear to nonlinear scale-space representations. IEEE Transactions on Image Processing 13(8): 1104-1114 (2004)

Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura, Murat Kunt: A posteriori quantization of progressive matching pursuit streams. IEEE Transactions on Signal Processing 52(2): 525-535 (2004)

Philippe Jost, Pierre Vandergheynst, Pascal Frossard: Redundant image representations in security applications. ICIP 2004: 2151-2154

Gianluca Monaci, Pierre Vandergheynst: Learning structured dictionaries for image representation. ICIP 2004: 2351-2354

Nicolas Aspert, Touradj Ebrahimi, Pierre Vandergheynst: Non-linear subdivision using local spherical coordinates. Computer Aided Geometric Design 20(3): 165-187 (2003)

Philippe Salembier, Jean-Philippe Thiran, Jean-Marc Vesin, Pierre Vandergheynst, Murat Kunt: In Apologiam - rules of the game and plagiarism. Signal Processing 83(1): 1-10 (2003)

Òscar Divorra Escoda, Pierre Vandergheynst: Video coding using a deformation compensation algorithm based on adaptive matching pursuit image decompositions. ICIP (2) 2003: 77-80

Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran: A priori information in image segmentation: energy functional based on shape statistical model and image information. ICIP (3) 2003: 425-428

Òscar Divorra Escoda, Pierre Vandergheynst: Video coding using a deformation compensation algorithm based adaptive matching pursuit image decompositions. ICIP (2) 2003: 799-802

Lorenzo Granai, Fulvio Moschetti, Pierre Vandergheynst: Ridgelet transform applied to motion compensated images. ICME 2003: 561-564

Pascal Frossard, Pierre Vandergheynst, Rosa M. Figueras i Ventura: High-flexibility scalable image coding. VCIP 2003: 127-134

Pierre Vandergheynst, Pascal Frossard: Special issue on image and video coding beyond standards. Signal Processing 82(11): 1517-1518 (2002)

Pierre Vandergheynst, Jean-François Gobbers: Directional dyadic wavelet transforms: design and algorithms. IEEE Transactions on Image Processing 11(4): 363-372 (2002)

Rosa M. Figueras i Ventura, Lorenzo Granai, Pierre Vandergheynst: R-D analysis of adaptive edge representations. IEEE Workshop on Multimedia Signal Processing 2002: 130-133

Fulvio Moschetti, Lorenzo Granai, Pierre Vandergheynst, Pascal Frossard: New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference. ICIP (3) 2002: 685-688

François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran: Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit. ICPR (4) 2002: 326-329

Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran: Geometric Moments in Scale-Spaces. ICPR (2) 2002: 418-421

Pascal Frossard, Pierre Vandergheynst: A Posteriori Quantized Matching Pursuit. Data Compression Conference 2001: 495

Stefan Winkler, Pierre Vandergheynst: Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. ICIP (4) 1999: 420-424

Pierre Vandergheynst, Ömer Nezih Gerek: Nonlinear pyramidal image decompositions based on local contrast parameters. NSIP 1999: 770-773

Jean-Pierre Antoine, Pierre Vandergheynst, Romain Murenzi: Two-dimensional directional wavelets in image processing. Int. J. Imaging Systems and Technology 7(3): 152-165 (1996)

Jean-Pierre Antoine, Pierre Vandergheynst: 2-D Cauchy wavelets and symmetries in images. ICIP (1) 1996: 597-600