Seismic Data Compression Using GENLOT: Towards "Optimality"? - Laurent C. Duval; Van Bui-Tran; Truong Q. Nguyen; Trac D. Tran (Data Compression Conference, 2000)

GenLOT optimization techniques for seismic data compression. - Laurent C. Duval; Van Bui-Tran; Truong Q. Nguyen; Trac D. Tran (ICASSP, 2000)

Seismic data compression using GULLOTS. - Laurent C. Duval; Takayuki Nagai (ICASSP, 2001)

Simultaneous seismic compression and denoising using a lapped transform coder. - Laurent C. Duval (ICASSP, 2002)

Denoising of seismic signals with oversampled filter banks. - Laurent Duval; Toshihisa Tanaka (ICASSP (6), 2003)

Lapped transform domain denoising using hidden Markov trees. - Laurent Duval; Truong Q. Nguyen (ICIP (1), 2003)

Hilbert pairs of M-band orthonormal wavelet bases. - Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (EUSIPCO, 2004)

Hidden Markov tree image denoising with redundant lapped transforms. - Laurent Duval; Truong Q. Nguyen (ICASSP (3), 2004)

Noise reduction of images with multiple subband transforms. - Toshihisa Tanaka; Laurent C. Duval (ICIP, 2004)

Lapped Transforms and Hidden Markov Models for Seismic Data Filtering. - Laurent Duval; Caroline Chaux (Int. J. Wavelets Multiresolution Inf. Process., 2004)

A non-separable 2D complex modulated lapped transform and its applications to seismic data filtering. - Jérôme Gauthier; Laurent Duval; Jean-Christophe Pesquet (EUSIPCO, 2005)

2D dual-tree M-band wavelet decomposition. - Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (ICASSP (4), 2005)

A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition. - Caroline Chaux; Laurent Duval; Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICASSP (3), 2006)

Low Redundancy Oversampled Lapped Transforms and Application to 3D Seismic Data Filtering. - Jérôme Gauthier; Laurent Duval; Jean-Christophe Pesquet (ICASSP (2), 2006)

Image analysis using a dual-tree M-band wavelet transform. - Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2006)

2D Dual-Tree Complex Biorthogonal M-Band Wavelet Transform. - Caroline Chaux; Jean-Christophe Pesquet; Laurent Duval (ICASSP (3), 2007)

Oversampled Inverse Complex Lapped Transform Optimization. - Jérôme Gauthier; Laurent Duval; Jean-Christophe Pesquet (ICASSP (1), 2007)

Algorithm Comparison for Real Time Knock Detection. - Stephan Ker; Frédéric Bonnardot; Laurent Duval (ICASSP (2), 2007)

Noise Covariance Properties in Dual-Tree Wavelet Decompositions. - Caroline Chaux; Jean-Christophe Pesquet; Laurent Duval (IEEE Trans. Inf. Theory, 2007)

Two denoising SURE-LET methods for complex oversampled subband decompositions. - Jérôme Gauthier; Laurent Duval; Jean-Christophe Pesquet (EUSIPCO, 2008)

A Nonlinear Stein-Based Estimator for Multichannel Image Denoising. - Caroline Chaux; Laurent Duval; Amel Benazza-Benyahia; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2008)

Optimization of synthesis oversampled complex filter banks. - Jérôme Gauthier; Laurent Duval; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2009)

Coherent noise removal in seismic data with redundant multiscale directional filters. - Sergi Ventosa; Herald Rabeson; Laurent Duval (EUSIPCO, 2011)

Advances in multirate filter bank structures and multiscale representations. - Thierry Blu; Laurent Duval; Truong Q. Nguyen; Jean-Christophe Pesquet (Signal Process., 2011)

A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. - Laurent Jacques; Laurent Duval; Caroline Chaux; Gabriel Peyré (Signal Process., 2011)

A convex variational approach for multiple removal in seismic data. - Diego Gragnaniello; Caroline Chaux; Jean-Christophe Pesquet; Laurent Duval (EUSIPCO, 2012)

An overview of signal processing issues in chemical sensing. - Laurent Duval; Leonardo Tomazeli Duarte; Christian Jutten (ICASSP, 2013)

Seismic multiple removal with a primal-dual proximal algorithm. - Mai Quyen Pham; Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (ICASSP, 2013)

A constrained-based optimization approach for seismic data recovery problems. - Mai Quyen Pham; Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (ICASSP, 2014)

Image processing for materials characterization: Issues, challenges and opportunities. - Laurent Duval; Maxime Moreaud; Camille Couprie; Dominique Jeulin; Hugues Talbot; Jesús Angulo (ICIP, 2014)

A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal. - Mai Quyen Pham; Laurent Duval; Caroline Chaux; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2014)

Graph inference enhancement with clustering: Application to Gene Regulatory Network reconstruction. - Aurélie Pirayre; Camille Couprie; Laurent Duval; Jean-Christophe Pesquet (EUSIPCO, 2015)

Fast convex optimization for connectivity enforcement in gene regulatory network inference. - Aurélie Pirayre; Camille Couprie; Laurent Duval; Jean-Christophe Pesquet (ICASSP, 2015)

Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods. - Mai Quyen Pham; Caroline Chaux; Laurent Duval; Jean-Christophe Pesquet (ICIP, 2015)

BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference. - Aurélie Pirayre; Camille Couprie; Frédérique Bidard; Laurent Duval; Jean-Christophe Pesquet (BMC Bioinform., 2015)

Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ1/ℓ2 Regularization. - Audrey Repetti; Mai Quyen Pham; Laurent Duval; Emilie Chouzenoux; Jean-Christophe Pesquet (IEEE Signal Process. Lett., 2015)

(H)exaShrink: Multiresolution compression of large structured hexahedral meshes with discontinuities in geosciences. - Jean-Luc Peyrot; Laurent Duval; Sébastien Schneider; Frédéric Payan; Marc Antonini (ICIP, 2016)

HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation. - Aurélie Pirayre; Yuling Zheng; Laurent Duval; Jean-Christophe Pesquet (ICIP, 2017)

BARCHAN: Blob Alignment for Robust CHromatographic ANalysis. - Camille Couprie; Laurent Duval; Maxime Moreaud; Sophie Hénon; Mélinda Tebib; Vincent Souchon (CoRR, 2017)

CHOPtrey: contextual online polynomial extrapolation for enhanced multi-core co-simulation of complex systems. - Abir Ben Khaled-El Feki; Laurent Duval; Cyril Faure; Daniel Simon; Mongi Ben Gaid (Simul., 2017)

Signal Reconstruction from Sub-sampled and Nonlinearly Distorted Observations. - Arthur Marmin; Marc Castella; Jean-Christophe Pesquet; Laurent Duval (EUSIPCO, 2018)

Catseyes: Categorizing Seismic Structures with Tessellated Scattering Wavelet Networks. - Yash Bhalgat; Jean Charléty; Laurent Duval (ICASSP, 2018)

BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement. - Aurélie Pirayre; Camille Couprie; Laurent Duval; Jean-Christophe Pesquet (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models. - Jean-Luc Peyrot; Laurent Duval; Frédéric Payan; Lauriane Bouard; Lénaïc Chizat; Sébastien Schneider; Marc Antonini (CoRR, 2019)

SPOQ $ ell _p$-Over-$ ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry. - Afef Cherni; Emilie Chouzenoux; Laurent Duval; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2020)

GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration. - Mouna Gharbi; Emilie Chouzenoux; Jean-Christophe Pesquet; Laurent Duval (EUSIPCO, 2021)

Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings. - Surabhi Jaatan; Abdulkadir Çelikkanat; Aurelic Piravre; Frédérique Bidard; Laurent Duval; Fragkiskos D. Malliaros (EUSIPCO, 2021)

Weight Identification Through Global Optimization in a New Hysteretic Neural Network Model. - Elie Leroy; Arthur Marmin; Marc Castella; Laurent Duval (ICASSP, 2021)

Sparse signal reconstruction for nonlinear models via piecewise rational optimization. - Arthur Marmin; Marc Castella; Jean-Christophe Pesquet; Laurent Duval (Signal Process., 2021)

BRANEnet: embedding multilayer networks for omics data integration. - Surabhi Jagtap; Aurélie Pirayre; Frédérique Bidard; Laurent Duval; Fragkiskos D. Malliaros (BMC Bioinform., 2022)

BraneMF: integration of biological networks for functional analysis of proteins. - Surabhi Jagtap; Abdulkadir Çelikkanat; Aurélie Pirayre; Frédérique Bidard; Laurent Duval; Fragkiskos D. Malliaros (Bioinform., 2022)

Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) data. - Louna Alsouki; Laurent Duval; Clément Marteau; Rami El Haddad; François Wahl (CoRR, 2023)

PENDANTSS: PEnalized Norm-Ratios Disentangling Additive Noise, Trend and Sparse Spikes. - Paul Zheng; Emilie Chouzenoux; Laurent Duval (IEEE Signal Process. Lett., 2023)

Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry. - Mouna Gharbi; Silvia Villa; Emilie Chouzenoux; Jean-Christophe Pesquet; Laurent Duval (MLSP, 2024)