Publications (87)
Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems
Laura Toni, Pascal Frossard
Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise
Arun Venkitaraman, Pascal Frossard, Saikat Chatterjee
Learning parametric dictionaries for graph signals
Dorina Thanou, David I Shuman, Pascal Frossard
Polynomial Filtering for Fast Convergence in Distributed Consensus
Effrosyni Kokiopoulou, Pascal Frossard
Robustness via curvature regularization, and vice versa
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato +1
Network Coding Meets Multimedia: a Review
Enrico Magli, Mea Wang, Pascal Frossard +1
Object Shape Approximation & Contour Adaptive Depth Image Coding for Virtual View Synthesis
Yuan Yuan, Gene Cheung, Patrick Le Callet +2
Multi-task additive models with shared transfer functions based on dictionary learning
Alhussein Fawzi, Mathieu Sinn, Pascal Frossard
Optimal Layered Representation for Adaptive Interactive Multiview Video Streaming
Ana De Abreu, Laura Toni, Nikolaos Thomos +3
Multiscale Event Detection in Social Media
Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese +1
Rate-Distortion Analysis of Multiview Coding in a DIBR Framework
Boshra Rajaei, Thomas Maugey, Hamid-Reza Pourreza +1
Interactive multiview video system with non-complex navigation at the decoder
Thomas Maugey, Pascal Frossard
Graph-based compression of dynamic 3D point cloud sequences
Dorina Thanou, Philip A. Chou, Pascal Frossard
Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice-Parallel Video Decoders on Multicore Systems
Nicholas Mastronarde, Karim Kanoun, David Atienza +2
Learning heat diffusion graphs
Dorina Thanou, Xiaowen Dong, Daniel Kressner +1
Chebyshev Polynomial Approximation for Distributed Signal Processing
David I Shuman, Pierre Vandergheynst, Pascal Frossard
Decoding Delay Minimization in Inter-Session Network Coding
Eirina Bourtsoulatze, Nikolaos Thomos, Pascal Frossard
Distributed sensor failure detection in sensor networks
Tamara Tosic, Nikolaos Thomos, Pascal Frossard
A geometry-inspired decision-based attack
Yujia Liu, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
In-Network View Synthesis for Interactive Multiview Video Systems
Laura Toni, Gene Cheung, Pascal Frossard
SparseFool: a few pixels make a big difference
Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Approximate Decoding Approaches for Network Coded Correlated Data
Hyunggon Park, Nikolaos Thomos, Pascal Frossard
Clustering with Multi-Layer Graphs: A Spectral Perspective
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst +1
Correlation Estimation from Compressed Images
Vijayaraghavan Thirumalai, Pascal Frossard
Light Field Super-Resolution Via Graph-Based Regularization
Mattia Rossi, Pascal Frossard
Graph-Based Classification of Omnidirectional Images
Renata Khasanova, Pascal Frossard
Adaptive Prioritized Random Linear Coding and Scheduling for Layered Data Delivery from Multiple Servers
Nikolaos Thomos, Eymen Kurdoglu, Pascal Frossard +1
Manitest: Are classifiers really invariant?
Alhussein Fawzi, Pascal Frossard
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains
David I Shuman, Sunil K. Narang, Pascal Frossard +2
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint
Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
Reconstruction of Network Coded Sources From Incomplete Datasets
Eirina Bourtsoulatze, Nikolaos Thomos, Pascal Frossard
IRSA Transmission Optimization via Online Learning
Laura Toni, Pascal Frossard
Image registration with sparse approximations in parametric dictionaries
Alhussein Fawzi, Pascal Frossard
Graph heat mixture model learning
Hermina Petric Maretic, Mireille El Gheche, Pascal Frossard
Learning Laplacian Matrix in Smooth Graph Signal Representations
Xiaowen Dong, Dorina Thanou, Pascal Frossard +1
A note on the data-driven capacity of P2P networks
Jacob Chakareski, Pascal Frossard, Hervé Kerivin +2
Selection of network coding nodes for minimal playback delay in streaming overlays
Nicolae Cleju, Nikolaos Thomos, Pascal Frossard
Universal adversarial perturbations
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi +1
Graph Signal Representation with Wasserstein Barycenters
Effrosyni Simou, Pascal Frossard
Learning Smooth Pattern Transformation Manifolds
Elif Vural, Pascal Frossard
Distributed Signal Processing via Chebyshev Polynomial Approximation
David I Shuman, Pierre Vandergheynst, Daniel Kressner +1
Distributed Representation of Geometrically Correlated Images with Compressed Linear Measurements
Vijayaraghavan Thirumalai, Pascal Frossard
Graph Transform Optimization with Application to Image Compression
Giulia Fracastoro, Dorina Thanou, Pascal Frossard
The paper introduces a graph‑based transform that jointly optimizes signal and graph coding for image compression, using a novel graph estimation method that treats edge weights as…
Thresholding-based reconstruction of compressed correlated signals
Alhussein Fawzi, Tamara Tosic, Pascal Frossard
Graph-based classification of multiple observation sets
Effrosyni Kokiopoulou, Pascal Frossard
Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Collaborative P2P Streaming of Interactive Live Free Viewpoint Video
Dongni Ren, S. -H. Gary Chan, Gene Cheung +2
Optimal Lagrange Multipliers for Dependent Rate Allocation in Video Coding
Ana De Abreu, Gene Cheung, Pascal Frossard +1
Dictionary learning for fast classification based on soft-thresholding
Alhussein Fawzi, Mike Davies, Pascal Frossard
Correlation-aware Resource Allocation in Multi-Cell Networks
Dorna Bandari, Gregory Pottie, Pascal Frossard
A Poisson Hidden Markov Model for Multiview Video Traffic
Lorenzo Rossi, Jacob Chakareski, Pascal Frossard +1
Tangent space estimation for smooth embeddings of Riemannian manifolds
Hemant Tyagi, Elif Vural, Pascal Frossard
Graph-based representation for multiview image coding
Thomas Maugey, Antonio Ortega, Pascal Frossard
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds
Xiaowen Dong, Pascal Frossard, Pierre Vandergheynst +1
Navigation domain representation for interactive multiview imaging
Thomas Maugey, Ismael Daribo, Gene Cheung +1
Robustness of classifiers: from adversarial to random noise
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Learning graphs from data: A signal representation perspective
Xiaowen Dong, Dorina Thanou, Michael Rabbat +1
Optimized Data Representation for Interactive Multiview Navigation
Rui Ma, Thomas Maugey, Pascal Frossard
Classification regions of deep neural networks
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard +1
Graph-based Isometry Invariant Representation Learning
Renata Khasanova, Pascal Frossard
Prioritized Random MAC Optimization via Graph-based Analysis
Laura Toni, Pascal Frossard
Finite Length Performance of Random Slotted ALOHA Strategies
Konstantinos Dovelos, Laura Toni, Pascal Frossard
Discretization of Parametrizable Signal Manifolds
Elif Vural, Pascal Frossard
Isometric Transformation Invariant Graph-based Deep Neural Network
Renata Khasanova, Pascal Frossard
Supervised Linear Regression for Graph Learning from Graph Signals
Arun Venkitaraman, Hermina Petric Maretic, Saikat Chatterjee +1
Multi-modal image retrieval with random walk on multi-layer graphs
Renata Khasanova, Xiaowen Dong, Pascal Frossard
Joint Reconstruction of Multi-view Compressed Images
Vijayaraghavan Thirumalai, Pascal Frossard
Optimized Packet Scheduling in Multiview Video Navigation Systems
Laura Toni, Thomas Maugey, Pascal Frossard
Convolutional neural networks on irregular domains based on approximate vertex-domain translations
Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte +2
Geometric robustness of deep networks: analysis and improvement
Can Kanbak, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
A Study of Image Analysis with Tangent Distance
Elif Vural, Pascal Frossard
Adaptive Streaming in Interactive Multiview Video Systems
Xue Zhang, Laura Toni, Pascal Frossard +2
Analysis of classifiers' robustness to adversarial perturbations
Alhussein Fawzi, Omar Fawzi, Pascal Frossard
Intermediate Performance Analysis of Growth Codes
Nikolaos Thomos, Rethnakaran Pulikkoonattu, Pascal Frossard
Distributed Rate Allocation in Inter-Session Network Coding
Eirina Bourtsoulatze, Nikolaos Thomos, Pascal Frossard
Optimized Adaptive Streaming Representations based on System Dynamics
Laura Toni, Ramon Aparicio-Pardo, Karine Pires +3
Multi-View Video Packet Scheduling
Laura Toni, Thomas Maugey, Pascal Frossard
Multiview Navigation based on Extended Layered Depth Image Representation
Uday Takyar, Thomas Maugey, Pascal Frossard
DeepFool: a simple and accurate method to fool deep neural networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
Progressive quantization in distributed average consensus
Dorina Thanou, Effrosyni Kokiopoulou, Pascal Frossard
Adaptive Quantization for Deep Neural Network
Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung +1
Tangent-based manifold approximation with locally linear models
Sofia Karygianni, Pascal Frossard
Analysis of Descent-Based Image Registration
Elif Vural, Pascal Frossard
Graph learning under sparsity priors
Hermina Petric Maretic, Dorina Thanou, Pascal Frossard
Improved Utility-based Congestion Control for Delay-Constrained Communication
Stefano D'Aronco, Laura Toni, Sergio Mena +2
Online Resource Inference in Network Utility Maximization Problems
Stefano D'Aronco, Pascal Frossard
Graph Signal Processing: Overview, Challenges and Applications
Antonio Ortega, Pascal Frossard, Jelena KovaÄeviÄ +2