Pascal Frossard

Orcid: 0000-0002-4010-714X

According to our database1, Pascal Frossard authored at least 528 papers between 1999 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to adaptive image and video representation, coding and communication".

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Bibliography

2024
360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention.
IEEE Trans. Multim., 2024

Equivariant 3D-conditional diffusion model for molecular linker design.
Nat. Mac. Intell., 2024

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging.
CoRR, 2024

Deep End-to-End Survival Analysis with Temporal Consistency.
CoRR, 2024

DeFoG: Discrete Flow Matching for Graph Generation.
CoRR, 2024

PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks.
CoRR, 2024

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences.
CoRR, 2024

Generative Modelling of Structurally Constrained Graphs.
CoRR, 2024

PUMA: margin-based data pruning.
CoRR, 2024

Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection.
CoRR, 2024

Subgraph Matching via Partial Optimal Transport.
Proceedings of the IEEE International Symposium on Information Theory, 2024

Graph Neural Network based Future Clinical Events Prediction from Invasive Coronary Angiography.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Pi-DUAL: Using privileged information to distinguish clean from noisy labels.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Localizing Task Information for Improved Model Merging and Compression.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sequential Representation Learning via Static-Dynamic Conditional Disentanglement.
Proceedings of the Computer Vision - ECCV 2024, 2024

A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Bures-Wasserstein Means of Graphs.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Quality-Constrained Encoding Optimization for Omnidirectional Video Streaming.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Scale-out Systolic Arrays.
ACM Trans. Archit. Code Optim., June, 2023

Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Privacy-Preserving Image Acquisition for Neural Vision Systems.
IEEE Trans. Multim., 2023

TransFool: An Adversarial Attack against Neural Machine Translation Models.
Trans. Mach. Learn. Res., 2023

Catastrophic overfitting can be induced with discriminative non-robust features.
Trans. Mach. Learn. Res., 2023

Sparse Training of Discrete Diffusion Models for Graph Generation.
CoRR, 2023

Castor: Causal Temporal Regime Structure Learning.
CoRR, 2023

Flexible Channel Dimensions for Differentiable Architecture Search.
CoRR, 2023

Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions.
CoRR, 2023

SequeL: A Continual Learning Library in PyTorch and JAX.
CoRR, 2023

Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection.
CoRR, 2023

Hierarchical Training of Deep Neural Networks Using Early Exiting.
CoRR, 2023

Knowledge Distillation with Graph Neural Networks for Epileptic Seizure Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Online Network Source Optimization with Graph-Kernel MAB.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Tertiary Lymphoid Structures Generation Through Graph-Based Diffusion.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models.
Proceedings of the International Conference on Machine Learning, 2023

DiGress: Discrete Denoising diffusion for graph generation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sparse Attacks for Manipulating Explanations in Deep Neural Network Models.
Proceedings of the IEEE International Conference on Data Mining, 2023

Targeted Adversarial Attacks Against Neural Machine Translation.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Meta-Gnn Approach to Personalized Seizure Detection and Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Maximum Likelihood Distillation for Robust Modulation Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Relaxed Optimization Approach for Adversarial Attacks Against Neural Machine Translation Models.
Proceedings of the 31st European Signal Processing Conference, 2023

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Wasserstein-Based Graph Alignment.
IEEE Trans. Signal Inf. Process. over Networks, 2022

iPool - Information-Based Pooling in Hierarchical Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression.
IEEE Trans. Image Process., 2022

Landmarking for Navigational Streaming of Stored High-Dimensional Media.
IEEE Trans. Circuits Syst. Video Technol., 2022

Dynamics of functional network organization through graph mixture learning.
NeuroImage, 2022

Estimating the Adversarial Robustness of Attributions in Text with Transformers.
CoRR, 2022

Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design.
CoRR, 2022

Catastrophic overfitting is a bug but also a feature.
CoRR, 2022

Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling.
CoRR, 2022

Empirical Advocacy of Bio-inspired Models for Robust Image Recognition.
CoRR, 2022

On the benefits of knowledge distillation for adversarial robustness.
CoRR, 2022

On the Granularity of Explanations in Model Agnostic NLP Interpretability.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Top-N: Equivariant Set and Graph Generation without Exchangeability.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Fooling Explanations in Text Classifiers.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Annihilation Filter Approach for Estimating Graph Dynamics from Diffusion Processes.
Proceedings of the IEEE International Conference on Acoustics, 2022

Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2022

Distributed Graph Learning With Smooth Data Priors.
Proceedings of the IEEE International Conference on Acoustics, 2022

Data augmentation with mixtures of max-entropy transformations for filling-level classification.
Proceedings of the 30th European Signal Processing Conference, 2022

Adversarial training with informed data selection.
Proceedings of the 30th European Signal Processing Conference, 2022

SafeAMC: Adversarial training for robust modulation classification models.
Proceedings of the 30th European Signal Processing Conference, 2022

U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2022, 2022

PRIME: A Few Primitives Can Boost Robustness to Common Corruptions.
Proceedings of the Computer Vision - ECCV 2022, 2022

A Structured Dictionary Perspective on Implicit Neural Representations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Generalization Capability of a Neural Network for Blood Pressure Estimation from Photoplethysmography.
Proceedings of the Computing in Cardiology, 2022

On Smoothed Explanations: Quality and Robustness.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

CLAD: A Contrastive Learning based Approach for Background Debiasing.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

fGOT: Graph Distances Based on Filters and Optimal Transport.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
node2coords: Graph Representation Learning with Wasserstein Barycenters.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Traffic Signal Prediction on Transportation Networks Using Spatio-Temporal Correlations on Graphs.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Multiscale Representation Learning of Graph Data With Node Affinity.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness.
Proc. IEEE, 2021

Multi-Feature 360 Video Quality Estimation.
IEEE Open J. Circuits Syst., 2021

Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets.
CoRR, 2021

Privacy-Preserving Image Acquisition Using Trainable Optical Kernel.
CoRR, 2021

Message Passing in Graph Convolution Networks via Adaptive Filter Banks.
CoRR, 2021

SafeAMC: Adversarial training for robust modulation recognition models.
CoRR, 2021

A neural anisotropic view of underspecification in deep learning.
CoRR, 2021

Predicting traffic signals on transportation networks using spatio-temporal correlations on graphs.
CoRR, 2021

Multilayer Graph Clustering with Optimized Node Embedding.
CoRR, 2021

On the benefits of robust models in modulation recognition.
CoRR, 2021

Bio-inspired Robustness: A Review.
CoRR, 2021

What can linearized neural networks actually say about generalization?
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Filling Level Classification with Adversarial Training.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Self-Supervision By Prediction For Object Discovery In Videos.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Figlearn: Filter and Graph Learning Using Optimal Transport.
Proceedings of the IEEE International Conference on Acoustics, 2021

Modurec: Recommender Systems with Feature and Time Modulation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Feature Learning for Blood Pressure Estimation from Photoplethysmography.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

FAR: A General Framework for Attributional Robustness.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Graph Laplacian Mixture Model.
IEEE Trans. Signal Inf. Process. over Networks, 2020

OrthoNet: Multilayer Network Data Clustering.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Mask Combination of Multi-Layer Graphs for Global Structure Inference.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Graph Transform Optimization With Application to Image Compression.
IEEE Trans. Image Process., 2020

Visual Distortions in 360° Videos.
IEEE Trans. Circuits Syst. Video Technol., 2020

Toward Robust Sensing for Autonomous Vehicles: An Adversarial Perspective.
IEEE Signal Process. Mag., 2020

Graph Signal Processing for Machine Learning: A Review and New Perspectives.
IEEE Signal Process. Mag., 2020

Benchmark for Human-to-Robot Handovers of Unseen Containers With Unknown Filling.
IEEE Robotics Autom. Lett., 2020

QUACKIE: A NLP Classification Task With Ground Truth Explanations.
CoRR, 2020

Sentence-Based Model Agnostic NLP Interpretability.
CoRR, 2020

Multilayer Clustered Graph Learning.
CoRR, 2020

Towards robust sensing for Autonomous Vehicles: An adversarial perspective.
CoRR, 2020

Building powerful and equivariant graph neural networks with message-passing.
CoRR, 2020

Graph Pooling with Node Proximity for Hierarchical Representation Learning.
CoRR, 2020

Building powerful and equivariant graph neural networks with structural message-passing.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neural Anisotropy Directions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hold me tight! Influence of discriminative features on deep network boundaries.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Subjective and Viewport-based Objective Quality Assessment of 360-degree videos.
Proceedings of the Image Quality and System Performance XVII, Electronic Imaging 2020, 2020

A Viewport-Driven Multi-Metric Fusion Approach for 360-Degree Video Quality Assessment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Multi-View Shape Estimation of Transparent Containers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On The Choice of Graph Neural Network Architectures.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Forward-Backward Splitting for Optimal Transport Based Problems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Joint Graph-Based Depth Refinement and Normal Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GeoDA: A Geometric Framework for Black-Box Adversarial Attacks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Online Resource Inference in Network Utility Maximization Problems.
IEEE Trans. Netw. Sci. Eng., 2019

Adaptive Streaming in Interactive Multiview Video Systems.
IEEE Trans. Circuits Syst. Video Technol., 2019

Global Auto-Regressive Depth Recovery via Iterative Non-Local Filtering.
IEEE Trans. Broadcast., 2019

Learning Graphs From Data: A Signal Representation Perspective.
IEEE Signal Process. Mag., 2019

Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses.
IEEE Micro, 2019

Imperceptible Adversarial Attacks on Tabular Data.
CoRR, 2019

CDOT: Continuous Domain Adaptation using Optimal Transport.
CoRR, 2019

iPool - Information-based Pooling in Hierarchical Graph Neural Networks.
CoRR, 2019

Visual Distortions in 360-degree Videos.
CoRR, 2019

GOT: An Optimal Transport framework for Graph comparison.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the first JND and break in presence of 360-degree content: an exploratory study.
Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, 2019

Subjective Evaluation of 360-degree Sensory Experiences.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Geometry Aware Convolutional Filters for Omnidirectional Images Representation.
Proceedings of the 36th International Conference on Machine Learning, 2019

Graph Based Non-Uniform Sampling and Reconstruction of Depth Maps.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Graph-Based Detection of Seams In 360-Degree Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Geometry-Inspired Decision-Based Attack.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise.
Proceedings of the IEEE International Conference on Acoustics, 2019

Graph Signal Representation with Wasserstein Barycenters.
Proceedings of the IEEE International Conference on Acoustics, 2019

Spherical Clustering of Users Navigating 360° Content.
Proceedings of the IEEE International Conference on Acoustics, 2019

Optimized Quantization in Distributed Graph Signal Processing.
Proceedings of the IEEE International Conference on Acoustics, 2019

Automatic Segmentation of Nuclei in Histopathology Images Using Encoding-decoding Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint.
Proceedings of the IEEE International Conference on Acoustics, 2019

Universal Adversarial Attacks on Text Classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2019

Robustness via Curvature Regularization, and Vice Versa.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SparseFool: A Few Pixels Make a Big Difference.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

Optimized Data Representation for Interactive Multiview Navigation.
IEEE Trans. Multim., 2018

QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming.
IEEE Trans. Multim., 2018

Geometry-Consistent Light Field Super-Resolution via Graph-Based Regularization.
IEEE Trans. Image Process., 2018

Object Shape Approximation and Contour Adaptive Depth Image Coding for Virtual View Synthesis.
IEEE Trans. Circuits Syst. Video Technol., 2018

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2018

Optimal Lagrange multipliers for dependent rate allocation in video coding.
Signal Process. Image Commun., 2018

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

Analysis of classifiers' robustness to adversarial perturbations.
Mach. Learn., 2018

Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering.
IEEE Geosci. Remote. Sens. Lett., 2018

Learning of robust spectral graph dictionaries for distributed processing.
EURASIP J. Adv. Signal Process., 2018

Supervised Linear Regression for Graph Learning from Graph Signals.
CoRR, 2018

Multilayer Graph Signal Clustering.
CoRR, 2018

Isometric Transformation Invariant Graph-based Deep Neural Network.
CoRR, 2018

IRSA Transmission Optimization via Online Learning.
CoRR, 2018

A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control.
Proceedings of the 23rd Packet Video Workshop, 2018

Dynamic adaptive streaming for multi-viewpoint omnidirectional videos.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Robustness of Classifiers to Universal Perturbations: A Geometric Perspective.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Nonsmooth Graph-Based Approach to Light Field Super-Resolution.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bulged Eardrum Detection From 3D Data.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Automated Eardrum Registration from Light-Field Data.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Novel Method for Sampling Bandlimited Graph Signals.
Proceedings of the 26th European Signal Processing Conference, 2018

Spectral MAB for Unknown Graph Processes.
Proceedings of the 26th European Signal Processing Conference, 2018

Rate Distortion Optimized Graph Partitioning for Omnidirectional Image Coding.
Proceedings of the 26th European Signal Processing Conference, 2018

Graph-Based Inpainting of Disocclusion Holes for Zooming in 3D Scenes.
Proceedings of the 26th European Signal Processing Conference, 2018

Online Graph Learning from Sequential Data.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Geometric Robustness of Deep Networks: Analysis and Improvement.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Empirical Study of the Topology and Geometry of Deep Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Graph Heat Mixture Model Learning.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Adaptive Quantization for Deep Neural Network.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Multitask Additive Models With Shared Transfer Functions Based on Dictionary Learning.
IEEE Trans. Signal Process., 2017

Learning Heat Diffusion Graphs.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Cooperative Special Issue on Graph Signal Processing in the IEEE Journal of Selected Topics in Signal Processing and the IEEE Transactions on Signal and Information Processing Over Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Improved Utility-Based Congestion Control for Delay-Constrained Communication.
IEEE/ACM Trans. Netw., 2017

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Optimal Representations for Adaptive Streaming in Interactive Multiview Video Systems.
IEEE Trans. Multim., 2017

Wide-Baseline Foreground Object Interpolation Using Silhouette Shape Prior.
IEEE Trans. Image Process., 2017

Guest Editorial Special Issue on Visual Computing in the Cloud: Mobile Computing.
IEEE Trans. Circuits Syst. Video Technol., 2017

The Robustness of Deep Networks: A Geometrical Perspective.
IEEE Signal Process. Mag., 2017

Introduction to the IEEE Journal on Selected Topics in Signal Processing and IEEE Transactions on Signal and Information Processing Over Networks Joint Special Issue on Graph Signal Processing.
IEEE J. Sel. Top. Signal Process., 2017

Price-Based Controller for Utility-Aware HTTP Adaptive Streaming.
IEEE Multim., 2017

Graph-based Transform Coding with Application to Image Compression.
CoRR, 2017

Light Field Super-Resolution Via Graph-Based Regularization.
CoRR, 2017

Analysis of universal adversarial perturbations.
CoRR, 2017

Classification regions of deep neural networks.
CoRR, 2017

Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version).
CoRR, 2017

Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Deformable block-based motion estimation in omnidirectional image sequences.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Graph-based light field super-resolution.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Graph-based Isometry Invariant Representation Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

Optimizing landmark insertions for interactive light field streaming.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Graph-Based Classification of Omnidirectional Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Optimized receiver control in interactive multiview video streaming systems.
Proceedings of the IEEE International Conference on Communications, 2017

Finite length performance of random MAC strategies.
Proceedings of the IEEE International Conference on Communications, 2017

Graph learning under sparsity priors.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Learning time varying graphs.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Optimal decentralized coded caching for heterogeneous files.
Proceedings of the 25th European Signal Processing Conference, 2017

Graph-based interpolation for zooming in 3D scenes.
Proceedings of the 25th European Signal Processing Conference, 2017

Learning sparse models of diffusive graph signals.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Universal Adversarial Perturbations.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

In-Network View Synthesis for Interactive Multiview Video Systems.
IEEE Trans. Multim., 2016

Structured Dimensionality Reduction for Additive Model Regression.
IEEE Trans. Knowl. Data Eng., 2016

Graph-Based Compression of Dynamic 3D Point Cloud Sequences.
IEEE Trans. Image Process., 2016

Reference View Selection in DIBR-Based Multiview Coding.
IEEE Trans. Image Process., 2016

Encoder-Driven Inpainting Strategy in Multiview Video Compression.
IEEE Trans. Image Process., 2016

Seismic Simultaneous Source Separation via Patchwise Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016

Temporal and Inter-View Consistent Error Concealment Technique for Multiview Plus Depth Video.
IEEE Trans. Circuits Syst. Video Technol., 2016

Approximate decoding for network coded inter-dependent data.
Signal Process., 2016

Sparse molecular image representation.
J. Vis. Commun. Image Represent., 2016

Object Shape Approximation & Contour Adaptive Depth Image Coding for Virtual View Synthesis.
CoRR, 2016

Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems.
CoRR, 2016

Finite Length Performance of Random Slotted ALOHA Strategies.
CoRR, 2016

Complexity constrained representation selection for dynamic adaptive streaming.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Geometry-driven quantization for omnidirectional image coding.
Proceedings of the 2016 Picture Coding Symposium, 2016

Graph transform learning for image compression.
Proceedings of the 2016 Picture Coding Symposium, 2016

Distributed wireless video caching placement for dynamic adaptive streaming.
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

A comparative study of DASH representation sets using real user characteristics.
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

Robustness of classifiers: from adversarial to random noise.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Distributed rate allocation in switch-based multiparty videoconference.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Online learning adaptation strategy for DASH clients.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Image inpainting through neural networks hallucinations.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

Multi-modal Image Retrieval with Random Walk on Multi-layer Graphs.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Price-Based Controller for Quality-Fair HTTP Adaptive Streaming.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Learning from sparse codes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Adaptive data augmentation for image classification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Graph-based representation and coding of 3D images for interactive multiview navigation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Measuring the effect of nuisance variables on classifiers.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
A Poisson Hidden Markov Model for Multiview Video Traffic.
IEEE/ACM Trans. Netw., 2015

Optimal Selection of Adaptive Streaming Representations.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Optimized Packet Scheduling in Multiview Video Navigation Systems.
IEEE Trans. Multim., 2015

Adaptive Prioritized Random Linear Coding and Scheduling for Layered Data Delivery From Multiple Servers.
IEEE Trans. Multim., 2015

Anchor View Allocation for Collaborative Free Viewpoint Video Streaming.
IEEE Trans. Multim., 2015

Profit Optimization for Wireless Video Broadcasting Systems Based on Polymatroidal Analysis.
IEEE Trans. Multim., 2015

Graph-Based Representation for Multiview Image Geometry.
IEEE Trans. Image Process., 2015

Prioritized Random MAC Optimization Via Graph-Based Analysis.
IEEE Trans. Commun., 2015

Quality-of-Experience-Aware Design in Next-Generation Wireless Networks [Guest Editorial].
IEEE Netw., 2015

Optimal layered representation for adaptive interactive multiview video streaming.
J. Vis. Commun. Image Represent., 2015

Optimizing Multiview Video Plus Depth Prediction Structures for Interactive Multiview Video Streaming.
IEEE J. Sel. Top. Signal Process., 2015

Dictionary Learning for Fast Classification Based on Soft-thresholding.
Int. J. Comput. Vis., 2015

Multiscale event detection in social media.
Data Min. Knowl. Discov., 2015

Multi-task additive models with shared transfer functions based on dictionary learning.
CoRR, 2015

Improved Utility-based Congestion Control for Low-Delay Communication.
CoRR, 2015

Playback delay and buffering optimization in scalable video broadcasting.
Proceedings of the 1st International ICST Conference on Multimedia Services Access Networks, 2015

Contour approximation & depth image coding for virtual view synthesis.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

In-network view re-sampling for interactive free viewpoint video streaming.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Graph-based motion estimation and compensation for dynamic 3D point cloud compression.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Guided inpainting with cluster-based auxiliary information.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A performance study of the tangent distance method in transformation-invariant image classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-graph learning of spectral graph dictionaries.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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

Manitest: Are classifiers really invariant?
Proceedings of the British Machine Vision Conference 2015, 2015

Re-sampling and interpolation of DIBR-synthesized images using graph-signal smoothness prior.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

Distributed signal processing with graph spectral dictionaries.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Learning Parametric Dictionaries for Signals on Graphs.
IEEE Trans. Signal Process., 2014

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

Correlation-Aware Packet Scheduling in Multi-Camera Networks.
IEEE Trans. Multim., 2014

Coding Structure and Replication Optimization for Interactive Multiview Video Streaming.
IEEE Trans. Multim., 2014

Distributed Rate Allocation in Inter-Session Network Coding.
IEEE Trans. Multim., 2014

EXIT-Based Side Information Refinement in Wyner-Ziv Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2014

Decoding Delay Minimization in Inter-Session Network Coding.
IEEE Trans. Commun., 2014

Extended Layered Depth Image Representation in Multiview Navigation.
IEEE Signal Process. Lett., 2014

Tangent-based manifold approximation with locally linear models.
Signal Process., 2014

Analysis of Image Registration with Tangent Distance.
SIAM J. Imaging Sci., 2014

Optimized Adaptive Streaming Representations based on System Dynamics.
CoRR, 2014

Learning parametric dictionaries for graph signals.
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

Compressed network coding: Overcome all-or-nothing problem in finite fields.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Packet scheduling in multicamera capture systems.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Key view selection in distributed multiview coding.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Multiview video representations for quality-scalable navigation.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Optimal set of video representations in adaptive streaming.
Proceedings of the Multimedia Systems Conference 2014, 2014

Luminance coding in graph-based representation of multiview images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Transformation-invariant dictionary learning for classification with 1-Sparse representations.
Proceedings of the IEEE International Conference on Acoustics, 2014

Structured sparse coding for image denoising or pattern detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

3D geometry representation using multiview coding of image tiles.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Distributed Average Consensus With Quantization Refinement.
IEEE Trans. Signal Process., 2013

Interactive Multiview Video System With Low Complexity 2D Look Around at Decoder.
IEEE Trans. Multim., 2013

Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice-Parallel Video Decoders on Multicore Systems.
IEEE Trans. Multim., 2013

Network Coding Meets Multimedia: A Review.
IEEE Trans. Multim., 2013

Learning Smooth Pattern Transformation Manifolds.
IEEE Trans. Image Process., 2013

Joint Reconstruction of Multiview Compressed Images.
IEEE Trans. Image Process., 2013

Navigation Domain Representation For Interactive Multiview Imaging.
IEEE Trans. Image Process., 2013

Growth Codes: Intermediate Performance Analysis and Application to Video.
IEEE Trans. Commun., 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

Bayesian Early Mode Decision Technique for View Synthesis Prediction-Enhanced Multiview Video Coding.
IEEE Signal Process. Lett., 2013

Optimized MVC Prediction Structures for Interactive Multiview Video Streaming.
IEEE Signal Process. Lett., 2013

Fast encoding techniques for Multiview Video Coding.
Signal Process. Image Commun., 2013

Joint source and sending rate modeling in adaptive video streaming.
Signal Process. Image Commun., 2013

Distributed sensor failure detection in sensor networks.
Signal Process., 2013

Approximate decoding approaches for network coded correlated data.
Signal Process., 2013

Analysis of Descent-Based Image Registration.
SIAM J. Imaging Sci., 2013

Image Registration with Sparse Approximations in Parametric Dictionaries.
SIAM J. Imaging Sci., 2013

Correlation estimation from compressed images.
J. Vis. Commun. Image Represent., 2013

Multiview Navigation based on Extended Layered Depth Image Representation.
CoRR, 2013

Graph-based representation for multiview image coding.
CoRR, 2013

Reconstruction of Network Coded Sources From Incomplete Datasets.
CoRR, 2013

Interactive 3D video streaming [Guest Editorial].
IEEE Commun. Mag., 2013

Rate-distortion analysis of multiview coding in a DIBR framework.
Ann. des Télécommunications, 2013

Fast MVC prediction structure selection for interactive multiview video streaming.
Proceedings of the 30th Picture Coding Symposium, 2013

Interactive free viewpoint video streaming using prioritized network coding.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Multiview image coding using graph-based approach.
Proceedings of the 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, 2013

Performance bounds for sensor data gathering by coding in finite fields.
Proceedings of the IEEE International Conference on Acoustics, 2013

Graph-based representation and coding of multiview geometry.
Proceedings of the IEEE International Conference on Acoustics, 2013

A geometric framework for registration of sparse images.
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

Parametric dictionary learning for graph signals.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Graph-based vs depth-based data representation for multiview images.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

Classification of unions of subspaces with sparse representations.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Correlation-Aware Resource Allocation in Multi-Cell Networks.
IEEE Trans. Wirel. Commun., 2012

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

Distributed Representation of Geometrically Correlated Images With Compressed Linear Measurements.
IEEE Trans. Image Process., 2012

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

Scale-Invariant Features and Polar Descriptors in Omnidirectional Imaging.
IEEE Trans. Image Process., 2012

Distributed Congestion Control of Scalable Video Streams.
J. Commun., 2012

Toward One Symbol Network Coding Vectors.
IEEE Commun. Lett., 2012

Multi-View Video Packet Scheduling
CoRR, 2012

Collaborative P2P Streaming of Interactive Live Free Viewpoint Video
CoRR, 2012

Intermediate Performance Analysis of Growth Codes
CoRR, 2012

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

Navigation domain partitioning for interactive multiview imaging
CoRR, 2012

Joint Reconstruction of Multi-view Compressed Images
CoRR, 2012

Interactive multiview video system with non-complex navigation at the decoder
CoRR, 2012

Correlation-aware packet scheduling for multi-camera streaming.
Proceedings of the 19th International Packet Video Workshop, 2012

Near-optimal content replication for interactive multiview video streaming.
Proceedings of the 19th International Packet Video Workshop, 2012

Distributed rate allocation in P2P networks with inter-session network coding.
Proceedings of the 19th International Packet Video Workshop, 2012

Low-complexity multiview video coding.
Proceedings of the 2012 Picture Coding Symposium, 2012

Correlation-aware reconstruction of network coded sources.
Proceedings of the International Symposium on Network Coding, 2012

Improved approximate decoding based on position information matrix.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Low complexity iterative multimedia resource allocation based on game theoretic approach.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Coding and replication co-design for interactive multiview video streaming.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Learning pattern transformation manifolds for classification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Consistent view synthesis in interactive multiview 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

Learning of structured graph dictionaries.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed group testing detection in sensor networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Progressive quantization in distributed average consensus.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Thresholding-based reconstruction of compressed correlated signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Joint reconstruction of correlated images from compressed images.
Proceedings of the 20th European Signal Processing Conference, 2012

EXIT Chart-Based Side Information Refinement for Wyner-Ziv Video Coding.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

R-D optimized auxiliary information for inpainting-based view synthesis.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Distributed Classification of Multiple Observation Sets by Consensus.
IEEE Trans. Signal Process., 2011

Prioritized Distributed Video Delivery With Randomized Network Coding.
IEEE Trans. Multim., 2011

Selection of Network Coding Nodes for Minimal Playback Delay in Streaming Overlays.
IEEE Trans. Multim., 2011

Special Section on Interactive Multimedia.
IEEE Trans. Multim., 2011

Discretization of Parametrizable Signal Manifolds.
IEEE Trans. Image Process., 2011

Dictionary Learning for Stereo Image Representation.
IEEE Trans. Image Process., 2011

Optimal Image Alignment With Random Projections of Manifolds: Algorithm and Geometric Analysis.
IEEE Trans. Image Process., 2011

Joint Registration and Super-Resolution With Omnidirectional Images.
IEEE Trans. Image Process., 2011

Dictionary Learning.
IEEE Signal Process. Mag., 2011

Distributed Image Processing [From the Guest Editors].
IEEE Signal Process. Mag., 2011

Guest Editorial: Wireless multimedia transmission technology and application.
Multim. Syst., 2011

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

Distributed Signal Processing via Chebyshev Polynomial Approximation
CoRR, 2011

ICon: Interference concentration for uplink in multicell OFDMA networks.
Proceedings of the IEEE 7th International Conference on Wireless and Mobile Computing, 2011

An adaptive cross layer resource allocation scheme for correlated wireless video sources.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Degree distribution optimization in Raptor network coding.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

P2P video streaming with inter-session network coding.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Scalable video dissemination with prioritized network coding.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Image reconstruction from compressed linear measurements with side information.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sparse stereo image coding with learned dictionaries.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Interactive multiview video system with low decoding complexity.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Alignment of uncalibrated images for multi-view classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Approximation of pattern transformation manifolds with parametric dictionaries.
Proceedings of the IEEE International Conference on Acoustics, 2011

Dense disparity estimation from linear measurements.
Proceedings of the IEEE International Conference on Acoustics, 2011

Compressed classification of observation sets with linear subspace embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2011

Linear manifold approximation based on differences of tangents.
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

Rate distorsion analysis in a disparity compensated scheme.
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
Media Coding for Streaming in Networks with Source and Path Diversity.
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010

Network Coding of Rateless Video in Streaming Overlays.
IEEE Trans. Circuits Syst. Video Technol., 2010

Multiple Description Video Coding With H.264/AVC Redundant Pictures.
IEEE Trans. Circuits Syst. Video Technol., 2010

3D face recognition with sparse spherical representations.
Pattern Recognit., 2010

Graph-based classification of multiple observation sets.
Pattern Recognit., 2010

Context-Adaptive Information Flow Allocation and Media Delivery in Online Social Networks.
IEEE J. Sel. Top. Signal Process., 2010

Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production.
EURASIP J. Image Video Process., 2010

Compressed sensing based video multicast.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Popularity-aware rate allocation in multiview video.
Proceedings of the Visual Communications and Image Processing 2010, 2010

An improved foresighted resource reciprocation strategy for multimedia streaming applications.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

ACM workshop on advanced video streaming techniques for peer-to-peer networks and social networking.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Curvature analysis of pattern transformation manifolds.
Proceedings of the International Conference on Image Processing, 2010

MVMP: Multi-view Matching Pursuit with geometry constraints.
Proceedings of the International Conference on Image Processing, 2010

Joint decoding of stereo JPEG image Pairs.
Proceedings of the International Conference on Image Processing, 2010

A non-stationary Hidden Markov Model of multiview video traffic.
Proceedings of the International Conference on Image Processing, 2010

Distributed classification of multiple observations by consensus.
Proceedings of the International Conference on Image Processing, 2010

Multi-stream partitioning and parity rate allocation for scalable IPTV delivery.
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

Sampling-aware polar descriptors on the sphere.
Proceedings of the International Conference on Image Processing, 2010

OmniSIFT: Scale invariant features in omnidirectional images.
Proceedings of the International Conference on Image Processing, 2010

Network Coding Node Placement for Delay Minimization in Streaming Overlays.
Proceedings of IEEE International Conference on Communications, 2010

Client Clustering and Joint Multistream FEC Rate Allocation in IPTV Systems.
Proceedings of IEEE International Conference on Communications, 2010

Distance-based discretization of parametric signal manifolds.
Proceedings of the IEEE International Conference on Acoustics, 2010

Ultrasound tomography with learned dictionaries.
Proceedings of the IEEE International Conference on Acoustics, 2010

NC node selection game in collaborative streaming systems.
Proceedings of the IEEE International Conference on Acoustics, 2010

Motion estimation from compressed linear measurements.
Proceedings of the IEEE International Conference on Acoustics, 2010

Joint reconstruction of correlated images from compressed linear measurements.
Proceedings of the 18th European Signal Processing Conference, 2010

Transmission of correlated information sources with network coding.
Proceedings of the 18th European Signal Processing Conference, 2010

On the Curvature of Pattern Transformation Manifolds: Numerical Estimation and Applications.
Proceedings of the Manifold Learning and Its Applications, 2010

2009
Polynomial Filtering for Fast Convergence in Distributed Consensus.
IEEE Trans. Signal Process., 2009

Forward Error Correction for Multipath Media Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2009

Flexible forward error correction codes with application to partial media data recovery.
Signal Process. Image Commun., 2009

Minimum Distance between Pattern Transformation Manifolds: Algorithm and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Network Coding and Media Streaming (Invited Paper).
J. Commun., 2009

A note on the data-driven capacity of P2P networks
CoRR, 2009

Nonparametric least squares regression for image reconstruction on the sphere.
Proceedings of the 2009 Picture Coding Symposium, 2009

Low bit-rate compression of omnidirectional images.
Proceedings of the 2009 Picture Coding Symposium, 2009

Bit rate allocation for disparity estimation from compressed images.
Proceedings of the 2009 Picture Coding Symposium, 2009

Distributed multi-view image coding with learned dictionaries.
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Conditions for recovery of sparse signals correlated by local transforms.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Randomized Network Coding for UEP video delivery in overlay networks.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

An overview of network coding for multimedia streaming.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Video face recognition with graph-based semi-supervised learning.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 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

Joint reconstruction of compressed multi-view images.
Proceedings of the IEEE International Conference on Acoustics, 2009

Delay-based overlay construction in P2P video broadcast.
Proceedings of the IEEE International Conference on Acoustics, 2009

L1 regularized super-resolution from unregistered omnidirectional images.
Proceedings of the IEEE International Conference on Acoustics, 2009

Optimal image alignment with random measurements.
Proceedings of the 17th European Signal Processing Conference, 2009

Spherical Imaging in Omnidirectional Camera Networks.
Proceedings of the Multi-Camera Networks, 2009

2008
Semantic Coding by Supervised Dimensionality Reduction.
IEEE Trans. Multim., 2008

Distributed Collaboration for Enhanced Sender-Driven Video Streaming.
IEEE Trans. Multim., 2008

Geometry-Based Distributed Scene Representation With Omnidirectional Vision Sensors.
IEEE Trans. Image Process., 2008

Symmetric distributed coding of stereo omnidirectional images.
Signal Process. Image Commun., 2008

Distributed media rate allocation in multipath networks.
Signal Process. Image Commun., 2008

Media Streaming With Network Diversity.
Proc. IEEE, 2008

Special issue on resource-aware adaptive video streaming.
J. Vis. Commun. Image Represent., 2008

Classification of multiple observations by semi-supervised learning
CoRR, 2008

Loss-resilient window-based congestion control.
Comput. Networks, 2008

Special issue on wireless multimedia sensor networks.
Comput. Networks, 2008

Error control for Video Streaming with Small Data Units.
Proceedings of the 4th International ICST Mobile Multimedia Communications Conference, 2008

Balanced multiple description scalar quantization.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Optimal polynomial filtering for accelerating distributed consensus.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

3D face recognition using sparse spherical representations.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Graph-based classification for multiple observations of transformed patterns.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Super-resolution from unregistered omnidirectional images.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Collaborative video streaming with Raptor network coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Sparse FEC codes for flexible media protection.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Fast keyword detection with sparse time-frequency models.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Geometry-based distributed coding of multi-view omnidirectional images.
Proceedings of the International Conference on Image Processing, 2008

2007
Dependent Packet Transmission Policies in Rate-Distortion Optimized Media Scheduling.
IEEE Trans. Multim., 2007

The Virtue of Patience in Low-Complexity Scheduling of Packetized Media With Feedback.
IEEE Trans. Multim., 2007

Media Flow Rate Allocation in Multipath Networks.
IEEE Trans. Multim., 2007

Video Packet Selection and Scheduling for Multipath Streaming.
IEEE Trans. Multim., 2007

Accelerating Distributed Consensus Using Extrapolation.
IEEE Signal Process. Lett., 2007

Guest Editorial.
Signal Process. Image Commun., 2007

Guest Editorial Cross-layer Optimized Wireless Multimedia Communications.
IEEE J. Sel. Areas Commun., 2007

Multiple Description Coding with Redundant Expansions and Application to Image Communications.
EURASIP J. Image Video Process., 2007

Enabling adaptive video streaming in P2P systems [Peer-to-Peer Multimedia Streaming].
IEEE Commun. Mag., 2007

Adaptive systems for improved media streaming experience.
IEEE Commun. Mag., 2007

Packet Media Streaming with Imprecise Rate Estimation.
Adv. Multim., 2007

Adaptive P2P video streaming via packet labeling.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Multiple description image coding with redundant expansions and optimal quantization.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Image alignment with rotation manifolds built on sparse geometric expansions.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Raptor network video coding.
Proceedings of the international workshop on Workshop on mobile video, 2007

Multiple description h.264 video coding with redundant pictures.
Proceedings of the international workshop on Workshop on mobile video, 2007

Bit-error resilient packetization for streaming h.264/avc video.
Proceedings of the international workshop on Workshop on mobile video, 2007

Joint Network and Rate Allocation for Video Streaming over Multiple Wireless Networks.
Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007

Dimensionality Reduction with Adaptive Approximation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Joint Network and Rate Allocation for Simultaneous Wireless Applications.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Wyner-Ziv Coding of Multi-View Omnidirectional Imageswith Overcomplete Decompositions.
Proceedings of the International Conference on Image Processing, 2007

Distributed Coding of Multiresolution Omnidirectional Images.
Proceedings of the International Conference on Image Processing, 2007

Adaptive and robust media streaming over multiple channels with bursty losses.
Proceedings of the 15th European Signal Processing Conference, 2007

Coarse scene geometry estimation from sparse approximations of multi-view omnidirectional images.
Proceedings of the 15th European Signal Processing Conference, 2007

Dense disparity estimation from omnidirectional images.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

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

Rate-distortion optimized distributed packet scheduling of multiple video streams over shared communication resources.
IEEE Trans. Multim., 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

Unbalanced Quantized Multiple State Video Coding.
EURASIP J. Adv. Signal Process., 2006

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

Classification-Specific Feature Sampling for Face Recognition.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Streaming of Scalable Video from Multiple Servers using Rateless Codes.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Distributed SVM Applied to Image Classification.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Media Streaming with Conservative Delay on Variable Rate Channels.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Distributed Media Rate Allocation in Overlay Networks.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Distributed Streaming via Packet Partitioning.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Omnidirectional Views Selection for Scene Representation.
Proceedings of the International Conference on Image Processing, 2006

Pattern Detection by Distributed Feature Extraction.
Proceedings of the International Conference on Image Processing, 2006

Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Signal Processing Challenges in Distributed Stream Processing Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Coding with Temporal Layers or Multiple Descriptions for Lossy Video Transmission.
Proceedings of the Visual Content Processing and Representation, 2005

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

Low-Complexity Adaptive Streaming via Optimized A Priori Media Pruning.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Distributed Packet Scheduling of Multiple Video Streams over Shared Communication Resources.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Playback Delay Optimization in Scalable Video Streaming.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Media Aware Routing in Large Scale Networks with Overlay.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Rate-Distortion Optimized Packet Scheduling Over Bottleneck Links.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Rate-Distortion Optimized Bandwidth Adaptation for Distributed Media Delivery.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

The virtue of patience when scheduling media in presence of feedback.
Proceedings of the 2005 International Conference on Image Processing, 2005

Fast distortion-buffer optimized streaming of multimedia.
Proceedings of the 2005 International Conference on Image Processing, 2005

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

Distortion Estimation for Temporal Layered Video Coding.
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

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

Fast Index Assignment for Balanced N-Description Scalar Quantization.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

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

Adaptive video streaming in lossy networks: versions or layers?
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Optimal FEC rate for media streaming in active networks.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Distortion-buffer optimized tcp video streaming.
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

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

Securing media for adaptive streaming.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

ARMS: adaptive rich media secure streaming.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

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

Batched patch caching for streaming media.
IEEE Commun. Lett., 2002

Joint server scheduling and proxy caching for video delivery.
Comput. Commun., 2002

Optimal proxy management for multimedia streaming in content distribution networks.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 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

2001
Joint source/FEC rate selection for quality-optimal MPEG-2 video delivery.
IEEE Trans. Image Process., 2001

AMISP: a complete content-based MPEG-2 error-resilient scheme.
IEEE Trans. Circuits Syst. Video Technol., 2001

FEC performance in multimedia streaming.
IEEE Commun. Lett., 2001

Joint Smoothing and Source Rate Selection for Guaranteed Service Networks.
Proceedings of the Proceedings IEEE INFOCOM 2001, 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

2000
Joint Source/FEC Rate Selection for Optimal MPEG-2 Video Delivery.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
User-Oriented QoS Analysis in MPEG-2 Video Delivery.
Real Time Imaging, 1999


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