José M. F. Moura

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Dual Approach to Graph CNNs.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Finite-Time In-Network Computation of Linear Transforms.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Resilient Distributed Parameter Estimation With Heterogeneous Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Detecting Random Walks on Graphs With Heterogeneous Sensors.

[BibT_eX]

[DOI]

Dejan Vukobratovic

IEEE Trans. Inf. Theory, 2019

Resilient Distributed Estimation: Sensor Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Visual Dialog.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Primal-dual optimization methods for large-scale and distributed data analytics.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Aggregating Weighted Feature Attributions.

[BibT_eX]

[DOI]

Umang Bhatt

Pradeep Ravikumar

CoRR, 2019

NIF: A Framework for Quantifying Neural Information Flow in Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Shuffler: A Large Scale Data Management Tool for Machine Learning in Computer Vision.

[BibT_eX]

[DOI]

Evgeny Toropov

Paola A. Buitrago

Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Secure Analytics and Resilient Inference for the Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Invariance to Affine-Permutation Distortions.

[BibT_eX]

[DOI]

Liang-Yan Gui

David A. Sepiashvili

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Annealing for Distributed Global Optimization.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Distributed Global Optimization by Annealing.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Topics in Graph Signal Processing: Convolution and Modulation.

[BibT_eX]

[DOI]

John Shi

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Pooling in Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Diagnostic Model Explanations: A Medical Narrative.

[BibT_eX]

[DOI]

Umang Bhatt

Brian Davis

Proceedings of the Symposium Interpretable AI for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), 2019

Building Human-Machine Trust via Interpretability.

[BibT_eX]

[DOI]

Umang Bhatt

Pradeep Ravikumar

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

SILVar: Single Index Latent Variable Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Optimal Filter Design for Signal Processing on Random Graphs: Accelerated Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Resilient Distributed Estimation Through Adversary Detection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Structurally Observable Distributed Networks of Agents Under Cost and Robustness Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2018

Cascading Edge Failures: A Dynamic Network Process.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2018

Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Cyber-Physical Attacks With Control Objectives.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

The Internet of Things: Secure Distributed Inference.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Distributed Localization: A Linear Theory.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

Graph Signal Processing: Overview, Challenges, and Applications.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

From High-Level Specification to High-Performance Code.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

SPIRAL: Extreme Performance Portability.

[BibT_eX]

[DOI]

Franz Franchetti

Tze Meng Low

Doru-Thom Popovici

Richard Michael Veras

Daniele G. Spampinato

Proc. IEEE, 2018

EigenNetworks.

[BibT_eX]

[DOI]

CoRR, 2018

Localization in internets of mobile agents: A linear approach.

[BibT_eX]

[DOI]

CoRR, 2018

Convergence Analysis of Belief Propagation on Gaussian Graphical Models.

[BibT_eX]

[DOI]

CoRR, 2018

Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering.

[BibT_eX]

[DOI]

Liang-Yan Gui

Liangke Gui

Yu-Xiong Wang

Louis-Philippe Morency

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Linear Distributed Algorithms For Localization In Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Optimal Filter Design for Consensus on Random Directed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Adversarial Multiple Source Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Teaching Robots to Predict Human Motion.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Multiple Source Domain Adaptation with Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

A Deep Learning Approach to IoT Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Who is More at Risk in Heterogenous Networks?

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Single Index Latent Variable Models for Network Topology Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Visual Coreference Resolution in Visual Dialog Using Neural Module Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Few-Shot Human Motion Prediction via Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Adversarial Geometry-Aware Human Motion Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Spectral Statistics of Directed Networks with Random Link Model Transpose-Asymmetry.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

On Graph Convolution for Graph CNNs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Learning to Understand Image Blur.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Resilient Distributed Estimation: Exponential Convergence Under Sensor Attacks.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Attack Resilient Distributed Estimation: A Consensus+Innovations Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Classification with Vertex-Based Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Signal Processing on Graphs: Causal Modeling of Unstructured Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Consensus+Innovations Distributed Kalman Filter With Optimized Gains.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Dynamic Attack Detection in Cyber-Physical Systems With Side Initial State Information.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Geodesic distance on a Grassmannian for monitoring the progression of Alzheimer's disease.

[BibT_eX]

[DOI]

Liangyan Gui

Xiaoying Tang

NeuroImage, 2017

Spectral Projector-Based Graph Fourier Transforms.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

OESPG: Computational Framework for Multidimensional Analysis of Occupant Energy Use Data in Commercial Buildings.

[BibT_eX]

[DOI]

J. Comput. Civ. Eng., 2017

A Stochastic Adaptive Model to Explore Mobile Botnet Dynamics.

[BibT_eX]

[DOI]

Augusto Almeida Santos

Michele Nogueira

IEEE Commun. Lett., 2017

Topology adaptive graph convolutional networks.

[BibT_eX]

[DOI]

CoRR, 2017

Multiple Source Domain Adaptation with Adversarial Training of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Graph Equivalence Classes for Spectral Projector-Based Graph Fourier Transforms.

[BibT_eX]

[DOI]

CoRR, 2017

Agile Inexact Methods for Spectral Projector-Based Graph Fourier Transforms.

[BibT_eX]

[DOI]

CoRR, 2017

Distributed Estimation of Dynamic Fields over Multi-agent Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Contact process with exogenous infection and the scaled SIS process.

[BibT_eX]

[DOI]

J. Complex Networks, 2017

Canopy Fast Sampling with Cover Trees.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Spectral statistics of lattice graph structured, non-uniform percolations.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Convergence analysis of the information matrix in Gaussian Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Convergence analysis of belief propagation for pairwise linear Gaussian models.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Understanding Traffic Density from Large-Scale Web Camera Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Visual Dialog.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Graph signal processing: Filter design and spectral statistics.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Consensus state gram matrix estimation for stochastic switching networks from spectral distribution moments.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Distributed convergence verification for Gaussian belief propagation.

[BibT_eX]

[DOI]

Jian Du

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Detecting adversaries in distributed estimation.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Distributed Inference Over Directed Networks: Performance Limits and Optimal Design.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2016

Spectral Statistics of Lattice Graph Percolation Models.

[BibT_eX]

[DOI]

CoRR, 2016

Signal Localization, Decomposition and Dictionary Learning on Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Finding unique dense communities.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Signal processing on graphs: Performance of graph structure estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Spectral radius and network processes with spontaneous infection/failure rate.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

New York city taxi analysis with graph signal processing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Cyber physical attacks with control objectives and detection constraints.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Big data computation of taxi movement in New York City.

[BibT_eX]

[DOI]

Franz Franchetti

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Cyber physical attacks constrained by control objectives.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Adaptive social networks: Strong attractors and emergence and downfall of leaders.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Thermodynamic limit of interacting particle systems over dynamical networks.

[BibT_eX]

[DOI]

Augusto Almeida Santos

João Xavier

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Distributed Kalman Filtering With Dynamic Observations Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Signal Recovery on Graphs: Variation Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Bi-Virus SIS Epidemics over Networks: Qualitative Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2015

Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms.

[BibT_eX]

[DOI]

João Xavier

IEEE Trans. Autom. Control., 2015

Signal Processing on Graphs: Modeling (Causal) Relations in Big Data.

[BibT_eX]

[DOI]

CoRR, 2015

Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes.

[BibT_eX]

[DOI]

CoRR, 2015

Role of subgraphs in epidemics over finite-size networks under the scaled SIS process.

[BibT_eX]

[DOI]

J. Complex Networks, 2015

Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants.

[BibT_eX]

[DOI]

IEEE Access, 2015

Traffic flow from a low frame rate city camera.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Signal processing on graphs: Estimating the structure of a graph.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Cyber-physical systems: Dynamic sensor attacks and strong observability.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multilevel distributed approach for DC Optimal Power Flow.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Non-intrusive load monitoring: A power consumption based relaxation.

[BibT_eX]

[DOI]

Kyle D. Anderson

Mario Berges

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Individual vs. network preferences.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Sufficient condition for survival of the fittest in a bi-virus epidemics.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Fitting graph models to big data.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Taxi data in New York city: A network perspective.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Discrete Signal Processing on Graphs: Frequency Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Asymptotically Efficient Distributed Estimation With Exponential Family Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Fast Distributed Gradient Methods.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2014

Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP].

[BibT_eX]

[DOI]

Rishee K. Jain

Constantine E. Kontokosta

IEEE Signal Process. Mag., 2014

Diffusion in Social Networks as SIS Epidemics: Beyond Full Mixing and Complete Graphs.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations.

[BibT_eX]

[DOI]

CoRR, 2014

Signal Recovery on Graphs.

[BibT_eX]

[DOI]

CoRR, 2014

Subgraph density and epidemics over networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Finite-time distributed consensus through graph filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Distributed Nesterov gradient methods for random networks: Convergence in probability and convergence rates.

[BibT_eX]

[DOI]

João Xavier

Proceedings of the IEEE International Conference on Acoustics, 2014

Matched field processing localization with random sensor topologies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Churn detection in large user networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Signal inpainting on graphs via total variation minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Dynamic bond percolation in networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Signal denoising on graphs via graph filtering.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Distributed parameter estimation with exponential family statistics: Asymptotic efficiency.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Discrete Signal Processing on Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Gaussian Target Detection in Multipath Clutter With Single-Antenna Time Reversal.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

QD-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

The Discipline of Signal Processing [Reflections].

[BibT_eX]

[DOI]

James L. Flanagan

Nikil S. Jayant

IEEE Signal Process. Mag., 2013

Consensus + Innovations Distributed Inference over Networks: Cooperation and Sensing in Networked Systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2013

Epidemics in Multipartite Networks: Emergent Dynamics.

[BibT_eX]

[DOI]

CoRR, 2013

Emergent Behavior in Multipartite Large Networks: Multi-virus Epidemics.

[BibT_eX]

[DOI]

CoRR, 2013

Identifying small subsets of agents for behavior tracking and abnormal event detection in dynamic networks.

[BibT_eX]

[DOI]

Sérgio Daniel Pequito

Proceedings of the Workshop on Dynamic Networks Management and Mining, 2013

Threshold behavior of epidemics in regular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Discrete signal processing on graphs: Graph fourier transform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Discrete signal processing on graphs: Graph filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Broadband localization in a dispersive medium through sparse wavenumber analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Graph sampling: Estimation of degree distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed state estimation in multi-agent networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Classification via regularization on graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

On a consistent procedure for distributed recursive nonlinear least-squares estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Distributed augmented Lagrangian algorithms: Convergence rate.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Adaptive graph filtering: Multiresolution classification on graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Optimal design of distributed sensor networks for field reconstruction.

[BibT_eX]

[DOI]

Sérgio Daniel Pequito

Proceedings of the 21st European Signal Processing Conference, 2013

Distributed Kalman filtering.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Distributed reinforcement learning in multi-agent networks.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Distributed linear estimation of dynamic random fields.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Distributed Kalman filtering and Network Tracking Capacity.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Finding Non-Overlapping Clusters for Generalized Inference Over Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

On the Product of Independent Complex Gaussians.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Distributed Detection Over Noisy Networks: Large Deviations Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Large Deviations Performance of Consensus+Innovations Distributed Detection With Non-Gaussian Observations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication.

[BibT_eX]

[DOI]

Kavita Ramanan

IEEE Trans. Inf. Theory, 2012

Kalman Filtering With Intermittent Observations: Weak Convergence to a Stationary Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Moderate Deviations of a Random Riccati Equation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

$QD$-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations

[BibT_eX]

[DOI]

CoRR, 2012

Compressed sensing radar surveillance networks.

[BibT_eX]

[DOI]

Aurora C. Schmidt

Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Event detection for Non Intrusive load monitoring.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Feature matching in growing databases.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Accounting for topology in spreading contagion in non-complete networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed field reconstruction with model-robust basis pursuit.

[BibT_eX]

[DOI]

Aurora C. Schmidt

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

The complex Double Gaussian distribution.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Diffusion and topology: Large densely connected bipartite networks.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed Nesterov-like gradient algorithms.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Exact rate for convergence in probability of averaging processes via generalized min-cut.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Real-time adaptive distributed state estimation in smart grids.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Consensus+innovations detection: Phase transition under communication noise.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Maximum likelihood defect localization in a pipe using guided acoustic waves.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Fast cooperative distributed learning.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Gossip and Distributed Kalman Filtering: Weak Consensus Under Weak Detectability.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Cooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms With Directed Gossip Communication.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Distributed Detection via Gaussian Running Consensus: Large Deviations Asymptotic Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Telescoping Recursive Representations and Estimation of Gauss-Markov Random Fields.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Time Reversal Detection in Clutter: Additional Experimental Results.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2011

Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Sensor Andrew: Large-scale campus-wide sensing and actuation.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2011

Necessary conditions for consistent set-based graphical model selection.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Approximating image filters with box filters.

[BibT_eX]

[DOI]

Karanhaar Singh

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable robust hypothesis tests using graphical models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Detection of targets embedded in multipath clutter with Time Reversal.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Global emergent behaviors in clouds of agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Convergence results in distributed Kalman filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Asymptotic performance of distributed detection over random networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Noncoherent compressive sensing with application to distributed radar.

[BibT_eX]

[DOI]

Christian R. Berger

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Emergent behavior in large scale networks.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Large deviations analysis of consensus+innovations detection in random networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Higher dimensional consensus: learning in large-scale networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

DILAND: an algorithm for distributed sensor localization with noisy distance measurements.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Distributed consensus algorithms in sensor networks: quantized data and random link failures.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Weight optimization for consensus algorithms with correlated switching topology.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

Linear time encoding of LDPC codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Gossip Algorithms for Distributed Signal Processing.

[BibT_eX]

[DOI]

Alexandros G. Dimakis

Proc. IEEE, 2010

Time Reversal in Multiple-Input Multiple-Output Radar.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

Distributed Detection over Random Networks: Large Deviations Performance Analysis

[BibT_eX]

[DOI]

CoRR, 2010

Graphical Models as Block-Tree Graphs

[BibT_eX]

[DOI]

CoRR, 2010

A telescoping approach to recursive enhancement of noisy images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Single antenna time reversal detection of moving target.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Consensus in correlated random topologies: Weights for finite time horizon.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Reciprocal fields: A model for random fields pinned to two boundaries.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

On connectivity, observability, and stability in distributed estimation.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Sample path large deviations for the randomly sampled continuous-discrete Kalman filter.

[BibT_eX]

[DOI]

Kavita Ramanan

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

A random dynamical systems approach to filtering in large-scale networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

Distributed detection over time varying networks: Large deviations analysis.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

Dynamic field estimation using wireless sensor networks: tradeoffs between estimation error and communication cost.

[BibT_eX]

[DOI]

Bruce H. Krogh

IEEE Trans. Signal Process., 2009

Distributed sensor localization in random environments using minimal number of anchor nodes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Distributed Consensus Algorithms in Sensor Networks With Imperfect Communication: Link Failures and Channel Noise.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Time-Reversal Detection Using Antenna Arrays.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Discrete fourier transform on multicore.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2009

Kalman Filtering with Intermittent Observations: Weak Convergence and Moderate Deviations

[BibT_eX]

[DOI]

CoRR, 2009

Recursive Estimation of Gauss-Markov Random Fields Indexed over 1-D Space

[BibT_eX]

[DOI]

CoRR, 2009

Detecting Botnets Using Command and Control Traffic.

[BibT_eX]

[DOI]

Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

Recursive filtering and smoothing for Gaussian reciprocal processes with continuous indices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

Shapes as empirical distributions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Field inversion by consensus and compressed sensing.

[BibT_eX]

[DOI]

Aurora C. Schmidt

Proceedings of the IEEE International Conference on Acoustics, 2009

Higher dimensional consensus algorithms in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Experimental study of extended target imaging by time reversal SAR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Periodic Behavior in Botnet Command and Control Channels Traffic.

[BibT_eX]

[DOI]

Basil AsSadhan

David E. Lapsley

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Recursive filtering and smoothing for discrete index gaussian reciprocal processes.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Distributed localization and tracking with coordinated and uncoordinated motion models.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Algebraic Signal Processing Theory: 1-D Space.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Algebraic Signal Processing Theory: Foundation and 1-D Time.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for DCTs and DSTs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Time Reversal Imaging by Adaptive Interference Canceling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Distributing the Kalman Filter for Large-Scale Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Sensor Networks With Random Links: Topology Design for Distributed Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Topology for Distributed Inference on Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Automatic Detection of Regional Heart Rejection in USPIO-Enhanced MRI.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2008

Bring Signal Processing to the Public [President's Message].

[BibT_eX]

[DOI]

José Moura

IEEE Signal Process. Mag., 2008

Future Opportunities [President's Message].

[BibT_eX]

[DOI]

José Moura

IEEE Signal Process. Mag., 2008

Opening New Doors; Closing Others [President's Message].

[BibT_eX]

[DOI]

José Moura

IEEE Signal Process. Mag., 2008

Breast cancer detection by time reversal imaging.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Domain-specific library generation for parallel software and hardware platforms.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Network traffic behavior analysis by decomposition into control and data planes.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

LASIC: A model invariant framework for correspondence.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Distributed iterate-collapse inversion (DICI) algorithm for L-banded matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Distributed average consensus in sensor networks with quantized inter-sensor communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Position location by time reversal in communication networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Distributed sensor localization in Euclidean spaces: Dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

Large deviations for many server networks with long range dependent and batch arrivals.

[BibT_eX]

[DOI]

Kavita Ramanan

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

Signal-domain registration for change detection in Time-Reversal SAR.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

A linear iterative algorithm for distributed sensor localization.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Distributed linear parameter estimation in sensor networks: Convergence properties.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Adaptive time reversal beamforming in dense multipath communication networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Detection by Time Reversal: Single Antenna.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Detection in Sensor Networks: The Saddlepoint Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

TS-LDPC Codes: Turbo-Structured Codes With Large Girth.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Distributed Consensus Algorithms in Sensor Networks: Quantized Data

[BibT_eX]

[DOI]

CoRR, 2007

Distributed Consensus Algorithms in Sensor Networks: Link Failures and Channel Noise

[BibT_eX]

[DOI]

CoRR, 2007

Time Reversal Beamforming for Microwave Breast Cancer Detection.

[BibT_eX]

[DOI]

Yi Jiang

Proceedings of the International Conference on Image Processing, 2007

Classification by Cheeger Constant Regularization.

[BibT_eX]

[DOI]

Hsun-Hsien Chang

Proceedings of the International Conference on Image Processing, 2007

Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Distributed Average Consensus in Sensor Networks with Random Link Failures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

TR-SAR: Time Reversal Target Focusing in Spotlight SAR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Multiple Antenna Time Reversal Transmission in Ultra-Wideband Communications.

[BibT_eX]

[DOI]

Yi Jiang

Proceedings of the Global Communications Conference, 2007

Generating FPGA-Accelerated DFT Libraries.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2006

Algebraic Signal Processing Theory

[BibT_eX]

[DOI]

CoRR, 2006

Topology preserving STACS segmentation of protein subcellular location images.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Early detection of rejection in cardiac MRI: a spectral graph approach.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Inner Source Identification for Field Estimation in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Bruce H. Krogh

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Spiral: Joint Runtime and Energy Optimization of Linear Transforms.

[BibT_eX]

[DOI]

Marek R. Telgarsky

James C. Hoe

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

The Algebraic Structure in Signal Processing: Time and Space.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Array Processing Using Time Reversal: Experiments and Performance.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Topology of Sensor Networks in Distributed Detection.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Immune Cells Detection of the In Vivo Rejecting Heart in USPIO-Enhanced Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Block matrices with L-block-banded inverse: inversion algorithms.

[BibT_eX]

[DOI]

Charnchai Pluempitiwiriyawej

IEEE Trans. Signal Process., 2005

STACS: new active contour scheme for cardiac MR image segmentation.

[BibT_eX]

[DOI]

Yi-Jen Lin Wu

Chien Ho

IEEE Trans. Medical Imaging, 2005

Affine-permutation invariance of 2-D shapes.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2005

Figure-ground segmentation from occlusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2005

SPIRAL: Code Generation for DSP Transforms.

[BibT_eX]

[DOI]

Proc. IEEE, 2005

Special Issue on Program Generation, Optimization, and Platform Adaptation.

[BibT_eX]

[DOI]

Proc. IEEE, 2005

Estimation in sensor networks: a graph approach.

[BibT_eX]

[DOI]

Bruce H. Krogh

Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

Performance analysis of the filtered backprojection image reconstruction algorithms.

[BibT_eX]

[DOI]

Thammanit Pipatsrisawat

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Single antenna time reversal adaptive interference cancellation.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Robust reorientation of 2D shapes using the orientation indicator index.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Saddlepoint approximation for sensor network optimization.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Structured low-density parity-check codes.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2004

Iterative, soft signal processing for digital communications - From the guest editors.

[BibT_eX]

[DOI]

Vijayakumar Bhagavatula

IEEE Signal Process. Mag., 2004

Special issue on computer algebra and signal processing: forward by the guest editors.

[BibT_eX]

[DOI]

J. Symb. Comput., 2004

Spiral: A Generator for Platform-Adapted Libraries of Signal Processing Alogorithms.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2004

Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images.

[BibT_eX]

[DOI]

Ying Sun

Marie-Pierre Jolly

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Grouping-and-shifting designs for structured LDPC codes with large girth.

[BibT_eX]

[DOI]

Urs Niesen

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Subpixel Registration in Renal Perfusion MR Image Sequence.

[BibT_eX]

[DOI]

Ying Sun

Charnchai Pluempitiwiriyawej

Chien Ho

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Cardiac MR Image Segmentation: Quality Assessment of STACS.

[BibT_eX]

[DOI]

Yi-Jen Lin Wu

Chien Ho

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Reconstruction of 3D Dense Cardiac Motion From Tagged MR Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Fusion in sensor networks with communication constraints.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Integrated registration of dynamic renal perfusion MR images.

[BibT_eX]

Ying Sun

Marie-Pierre Jolly

Proceedings of the 2004 International Conference on Image Processing, 2004

Three-dimensional intrinsic shape.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

Geometry based designs of LDPC codes.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2004

A class of structured LDPC codes with large girth.

[BibT_eX]

[DOI]

Urs Niesen

Proceedings of IEEE International Conference on Communications, 2004

Fusion in sensor networks: convergence study.

[BibT_eX]

[DOI]

Elijah C. Liu

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Automatically generated high-performance code for discrete wavelet transforms.

[BibT_eX]

[DOI]

Aca Gacic

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A GLRT and bootstrap approach to detection in magnetic resonance force microscopy.

[BibT_eX]

[DOI]

Pei-Jung Chung

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Detection in decentralized sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Estimation in virtual sensor-actuator arrays using reduced-order physical models.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

The Algebraic Approach to the Discrete Cosine and Sine Transforms and Their Fast Algorithms.

[BibT_eX]

[DOI]

SIAM J. Comput., 2003

Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis.

[BibT_eX]

[DOI]

Charnchai Pluempitiwiriyawej

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Stochastic active contour for cardiac MR image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Efficient 2D shape orientation.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Intelligent sensor fusion: a graphical model approach.

[BibT_eX]

[DOI]

Marius Kleiner

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fast automatic software implementations of FIR filters.

[BibT_eX]

[DOI]

Aca Gacic

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

The design of structured regular LDPC codes with large girth.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2003

2002

Kidney segmentation in MRI sequences using temporal dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Bayesian smoothing and filtering for multiframe, multiaspect target detection and tracking.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Clutter adaptive tracking of multiaspect targets in IRAR imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Fast inversion of L-block banded matrices and their inverses.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

3D rigid structure from video: what are "easy" shapes and "good" motions?

[BibT_eX]

[DOI]

Mário Q. Aguiar

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

Closed-form correlative coding (CFC2) blind identification of MIMO channels: isometry fitting to second order statistics.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

Efficient detection in hyperspectral imagery.

[BibT_eX]

[DOI]

Susan M. Schweizer

IEEE Trans. Image Process., 2001

Three-dimensional modeling from two-dimensional video.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2001

Image motion estimation-convergence and error analysis.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Fast Automatic Generation of DSP Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2001, 2001

Affine invariant wavelet transform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Clutter adaptive multiframe detection/tracking of random signature targets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Ocean acoustic tomography structured covariance estimation.

[BibT_eX]

[DOI]

Sébastien Bausson

Didier Mauuary

Proceedings of the IEEE International Conference on Acoustics, 2001

Maximum Likelihood Estimation of the Template of a Rigid Moving Object.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000

Introduction to the special issue on information-theoretic imaging.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2000

Hyperspectral imagery: Clutter adaptation in anomaly detection.

[BibT_eX]

[DOI]

Susan M. Schweizer

IEEE Trans. Inf. Theory, 2000

Matrices with banded inverses: Inversion algorithms and factorization of Gauss-Markov processes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2000

The Viterbi algorithm and Markov noise memory.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2000

A good read.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2000

Multiframe Bayesian Tracking of Cluttered Targets with Random Motion.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

Weighted Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

The fully adaptive GMRF anomaly detector for hyperspectral imagery.

[BibT_eX]

[DOI]

Susan M. Thornton

Proceedings of the IEEE International Conference on Acoustics, 2000

Optimal multiframe detection and tracking in digital image sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Inversion of block matrices with block banded inverses: application to Kalman-Bucy filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Matching wavelet packets to Gaussian random processes.

[BibT_eX]

[DOI]

Nirmal Keshava

IEEE Trans. Signal Process., 1999

Capture and Representation of Human Walking in Live Video Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 1999

Data assimilation in large time-varying multidimensional fields.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1999

Fast 3D modeling from video.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

A Fast Algorithm for Rigid Structure from Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Multi-stage adaptive predistortion of HPA saturation effects for digital television transmission.

[BibT_eX]

[DOI]

John T. Stonick

Virginia L. Stonick

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Performance of the optimal nonlinear detector/tracker in clutter.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Maximum Likelihood Inference of 3D Structure from Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Factorization as a Rank 1 Problem.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Automatic Recognition of Human Walking in Monocular Image Sequences.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 1998

Ambiguity in radar and sonar.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

DCT/DST and Gauss-Markov fields: conditions for equivalence.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Focused detection via multiresolution analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Scaling functions robust to translations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Blind array channel division multiple access (AChDMA) for mobile communications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Closed-form blind channel identification and source separation in SDMA systems through correlative coding.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 1998

Video representation with three-dimensional entities.

[BibT_eX]

[DOI]

Fernando C. M. Martins

IEEE J. Sel. Areas Commun., 1998

Capture and synthesis of human motion in video sequences.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Video Representation via 3D Shaped Mosaics.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Signal-dependent correlation-sensitive branch metrics for Viterbi-like sequence detectors.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Communications, 1998

Closed-form blind identification of MIMO channels.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Modeling and detection in hyperspectral imagery.

[BibT_eX]

[DOI]

Susan M. Schweizer

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Robust detection with the gap metric.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1997

Gauss-Markov random fields (CMrf) with continuous indices.

[BibT_eX]

[DOI]

Sauraj Goswami

IEEE Trans. Inf. Theory, 1997

On Translation Invariant Subspaces and Critically Sampled Wavelet Transforms.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 1997

Model-based recognition of human walking in dynamic scenes.

[BibT_eX]

[DOI]

Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Tracking Human Walking in Dynamic Scenes.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Detecting and Solving Template Ambiguities in Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Terrain classification in polarimetric SAR using wavelet packets.

[BibT_eX]

[DOI]

Nirmal Keshava

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Detection of multipath random signals by multiresolution subspace design.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Fast recursive reconstruction of large time varying multidimensional fields.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Retrieving quality video across heterogeneous networks. Video over wireless.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 1996

Noncausal predictive image codec.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1996

Image codec by noncausal prediction, residual mean removal, and cascaded VQ.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 1996

Incremental motion segmentation in low texture.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Nonlinear editing by Generative Video.

[BibT_eX]

[DOI]

Radu S. Jasinschi

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Gap detector for multipath.

[BibT_eX]

[DOI]

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

3-D video compositing: towards a compact representation for video sequences.

[BibT_eX]

[DOI]

Fernando C. M. Martins

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Content-based video sequence representation.

[BibT_eX]

[DOI]

Radu S. Jasinschi

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Memoryless polynomial adaptive predistortion [TV transmitters].

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

Environmental limits to source localization.

[BibT_eX]

[DOI]

Maria-João Rendas

Georges Bienvenu

Proceedings of the 1995 International Conference on Acoustics, 1995

Video compression via constructs.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

Nearly shiftable scaling functions.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

Assimilation of satellite data in beta-plane ocean circulation models.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

l2 and l1 beamformers: recursive implementation and performance analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1994

Nonlinear phase estimators based on the Kullback distance.

[BibT_eX]

[DOI]

José M. N. Leitão

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Noncausal Gauss Markov random fields: Parameter structure and estimation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1993

Predictive coding using noncausal models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

15 Statistical algorithms for noncausal Gauss-Markov fields.

[BibT_eX]

[DOI]

Proceedings of the Signal Processing and its Applications., 1993

1992

Recursive structure of noncausal Gauss-Markov random fields.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1992

Continuous Media Communication with Dynamic QOS Control Using ARTS with an FDDI Network.

[BibT_eX]

[DOI]

Proceedings of the Conference on Communications Architecture & Protocols, 1992

Ambiguity structure of multipath channels.

[BibT_eX]

[DOI]

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

An ML algorithm for outliers detection and source localization.

[BibT_eX]

[DOI]

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Parameter estimation in 2D fields.

[BibT_eX]

[DOI]

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

LD2-ARMA identification algorithm.

[BibT_eX]

[DOI]

M. Isabel Ribeiro

IEEE Trans. Signal Process., 1991

Cramer-Rao bound for location systems in multipath environments.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1991

Multisource delay estimation: nonstationary signals [underwater acoustics].

[BibT_eX]

[DOI]

Isabel M. G. Lourtie

IEEE Trans. Signal Process., 1991

Ambiguity analysis in source localization with unknown signals.

[BibT_eX]

[DOI]

Maria-João Rendas

Proceedings of the 1991 International Conference on Acoustics, 1991

Maximum likelihood beamforming in the presence of outliers.

[BibT_eX]

[DOI]

Proceedings of the 1991 International Conference on Acoustics, 1991

Recursive enhancement of noncausal images.

[BibT_eX]

[DOI]

Proceedings of the 1991 International Conference on Acoustics, 1991

1990

Cramer-Rao bounds for passive range and depth in a vertically inhomogeneous medium.

[BibT_eX]

[DOI]

Maria-João Rendas

Proceedings of the 1990 International Conference on Acoustics, 1990

Detection performance of the L1 beamformer in the presence of underwater burst noise.

[BibT_eX]

[DOI]

Proceedings of the 1990 International Conference on Acoustics, 1990

1989

Alternate bounds on the resolvability constraints of spatial smoothing.

[BibT_eX]

[DOI]

IEEE Trans. Acoust. Speech Signal Process., 1989

Comparison of two ARMA estimators.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1989

Resolving narrowband coherent paths with non-uniform arrays.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1989

Sensitivity of range localization in a multipath environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1989

Adaptive beamforming as an inverse problem.

[BibT_eX]

[DOI]

Victor Barroso

Proceedings of the IEEE International Conference on Acoustics, 1989

1988

Phase unwrapping of signals propagated under the Arctic ice crust: a statistical approach.

[BibT_eX]

[DOI]

Arthur B. Baggeroer

IEEE Trans. Acoust. Speech Signal Process., 1988

Parallel processing on supercomputers: a set of computional experiments.

[BibT_eX]

[DOI]

C. Belo

Proceedings of the Proceedings Supercomputing '88, Orlando, FL, USA, November 12-17, 1988, 1988

ARMA processes: order estimation.

[BibT_eX]

[DOI]

M. Isabel Ribeiro

Proceedings of the IEEE International Conference on Acoustics, 1988

Path resolution by coherent averaging: trading spatial and temporal degrees of freedom.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1988

Optimal estimation of time-varying delay.

[BibT_eX]

[DOI]

Isabel M. G. Lourtie

Proceedings of the IEEE International Conference on Acoustics, 1988

1987

Dual algorithm for ARMA spectrum estimation.

[BibT_eX]

[DOI]

M. Isabel Ribeiro

Proceedings of the IEEE International Conference on Acoustics, 1987

1985

Time delay determination: Maximum likelihood and Kalman-Bucy type structures.

[BibT_eX]

[DOI]

Isabel M. G. Lourtie

Proceedings of the IEEE International Conference on Acoustics, 1985

1983

A Monte Carlo study of absolute phase determination.

[BibT_eX]

[DOI]

Richard S. Bucy

A. J. Mallinckrodt

IEEE Trans. Inf. Theory, 1983

Nonlinear Filtering and Array Computation.

[BibT_eX]

[DOI]

Computer, 1983

1982

Recursive techniques for passive source location.

[BibT_eX]

[DOI]