José M. F. Moura

According to our database1, José M. F. Moura authored at least 340 papers between 1982 and 2019.

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2019
Detecting Random Walks on Graphs With Heterogeneous Sensors.
IEEE Trans. Information Theory, 2019

Resilient Distributed Estimation: Sensor Attacks.
IEEE Trans. Automat. Contr., 2019

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

Shuffler: A Large Scale Data Management Tool for Machine Learning in Computer Vision.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2019

Building Human-Machine Trust via Interpretability.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
SILVar: Single Index Latent Variable Models.
IEEE Trans. Signal Processing, 2018

Optimal Filter Design for Signal Processing on Random Graphs: Accelerated Consensus.
IEEE Trans. Signal Processing, 2018

Resilient Distributed Estimation Through Adversary Detection.
IEEE Trans. Signal Processing, 2018

Structurally Observable Distributed Networks of Agents Under Cost and Robustness Constraints.
IEEE Trans. Signal and Information Processing over Networks, 2018

Cascading Edge Failures: A Dynamic Network Process.
IEEE Trans. Network Science and Engineering, 2018

Optimal Attack Strategies Subject to Detection Constraints Against Cyber-Physical Systems.
IEEE Trans. Control of Network Systems, 2018

Cyber-Physical Attacks With Control Objectives.
IEEE Trans. Automat. Contr., 2018

The Internet of Things: Secure Distributed Inference.
IEEE Signal Process. Mag., 2018

Distributed Localization: A Linear Theory.
Proceedings of the IEEE, 2018

Graph Signal Processing: Overview, Challenges, and Applications.
Proceedings of the IEEE, 2018

From High-Level Specification to High-Performance Code.
Proceedings of the IEEE, 2018

SPIRAL: Extreme Performance Portability.
Proceedings of the IEEE, 2018

Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Linear Distributed Algorithms For Localization In Mobile Networks.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Optimal Filter Design for Consensus on Random Directed Graphs.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Adversarial Multiple Source Domain Adaptation.
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.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Multiple Source Domain Adaptation with Adversarial Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Deep Learning Approach to IoT Authentication.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Who is More at Risk in Heterogenous Networks?
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Single Index Latent Variable Models for Network Topology Inference.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Visual Coreference Resolution in Visual Dialog Using Neural Module Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Few-Shot Human Motion Prediction via Meta-learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Adversarial Geometry-Aware Human Motion Prediction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Spectral Statistics of Directed Networks with Random Link Model Transpose-Asymmetry.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

On Graph Convolution for Graph CNNs.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Learning to Understand Image Blur.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Resilient Distributed Estimation: Exponential Convergence Under Sensor Attacks.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Attack Resilient Distributed Estimation: A Consensus+Innovations Approach.
Proceedings of the 2018 Annual American Control Conference, 2018

Classification with Vertex-Based Graph Convolutional Neural Networks.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Signal Processing on Graphs: Causal Modeling of Unstructured Data.
IEEE Trans. Signal Processing, 2017

Consensus+Innovations Distributed Kalman Filter With Optimized Gains.
IEEE Trans. Signal Processing, 2017

Dynamic Attack Detection in Cyber-Physical Systems With Side Initial State Information.
IEEE Trans. Automat. Contr., 2017

Geodesic distance on a Grassmannian for monitoring the progression of Alzheimer's disease.
NeuroImage, 2017

Spectral Projector-Based Graph Fourier Transforms.
J. Sel. Topics Signal Processing, 2017

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.
J. Mach. Learn. Res., 2017

A Stochastic Adaptive Model to Explore Mobile Botnet Dynamics.
IEEE Communications Letters, 2017

Contact process with exogenous infection and the scaled SIS process.
J. Complex Networks, 2017

Canopy Fast Sampling with Cover Trees.
Proceedings of the 34th International Conference on Machine Learning, 2017

FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Spectral statistics of lattice graph structured, non-uniform percolations.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Convergence analysis of the information matrix in Gaussian Belief Propagation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Convergence analysis of belief propagation for pairwise linear Gaussian models.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Understanding Traffic Density from Large-Scale Web Camera Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

Graph signal processing: Filter design and spectral statistics.
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.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Distributed convergence verification for Gaussian belief propagation.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Detecting adversaries in distributed estimation.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Distributed Inference Over Directed Networks: Performance Limits and Optimal Design.
IEEE Trans. Signal Processing, 2016

Distributed Constrained Recursive Nonlinear Least-Squares Estimation: Algorithms and Asymptotics.
IEEE Trans. Signal and Information Processing over Networks, 2016

Finding unique dense communities.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Signal processing on graphs: Performance of graph structure estimation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Spectral radius and network processes with spontaneous infection/failure rate.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

New York city taxi analysis with graph signal processing.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Cyber physical attacks with control objectives and detection constraints.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Big data computation of taxi movement in New York City.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Cyber physical attacks constrained by control objectives.
Proceedings of the 2016 American Control Conference, 2016

Adaptive social networks: Strong attractors and emergence and downfall of leaders.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Thermodynamic limit of interacting particle systems over dynamical networks.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Distributed Kalman Filtering With Dynamic Observations Consensus.
IEEE Trans. Signal Processing, 2015

Signal Recovery on Graphs: Variation Minimization.
IEEE Trans. Signal Processing, 2015

Bi-Virus SIS Epidemics over Networks: Qualitative Analysis.
IEEE Trans. Network Science and Engineering, 2015

Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations.
IEEE Trans. Information Theory, 2015

Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms.
IEEE Trans. Automat. Contr., 2015

Role of subgraphs in epidemics over finite-size networks under the scaled SIS process.
J. Complex Networks, 2015

Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants.
IEEE Access, 2015

Traffic flow from a low frame rate city camera.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Signal processing on graphs: Estimating the structure of a graph.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Cyber-physical systems: Dynamic sensor attacks and strong observability.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multilevel distributed approach for DC Optimal Power Flow.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Non-intrusive load monitoring: A power consumption based relaxation.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Individual vs. network preferences.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Sufficient condition for survival of the fittest in a bi-virus epidemics.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Fitting graph models to big data.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Taxi data in New York city: A network perspective.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Discrete Signal Processing on Graphs: Frequency Analysis.
IEEE Trans. Signal Processing, 2014

Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks.
IEEE Trans. Signal Processing, 2014

Asymptotically Efficient Distributed Estimation With Exponential Family Statistics.
IEEE Trans. Information Theory, 2014

Fast Distributed Gradient Methods.
IEEE Trans. Automat. Contr., 2014

Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure.
IEEE Signal Process. Mag., 2014

Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP].
IEEE Signal Process. Mag., 2014

Diffusion in Social Networks as SIS Epidemics: Beyond Full Mixing and Complete Graphs.
J. Sel. Topics Signal Processing, 2014

Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach.
J. Sel. Topics Signal Processing, 2014

Subgraph density and epidemics over networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Finite-time distributed consensus through graph filters.
Proceedings of the IEEE International Conference on Acoustics, 2014

Distributed Nesterov gradient methods for random networks: Convergence in probability and convergence rates.
Proceedings of the IEEE International Conference on Acoustics, 2014

Matched field processing localization with random sensor topologies.
Proceedings of the IEEE International Conference on Acoustics, 2014

Churn detection in large user networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Signal inpainting on graphs via total variation minimization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Dynamic bond percolation in networks.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Signal denoising on graphs via graph filtering.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Distributed parameter estimation with exponential family statistics: Asymptotic efficiency.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Discrete Signal Processing on Graphs.
IEEE Trans. Signal Processing, 2013

Gaussian Target Detection in Multipath Clutter With Single-Antenna Time Reversal.
IEEE Trans. Signal Processing, 2013

QD-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations.
IEEE Trans. Signal Processing, 2013

Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability.
IEEE Trans. Signal Processing, 2013

The Discipline of Signal Processing [Reflections].
IEEE Signal Process. Mag., 2013

Consensus + Innovations Distributed Inference over Networks: Cooperation and Sensing in Networked Systems.
IEEE Signal Process. Mag., 2013

Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies.
SIAM J. Control and Optimization, 2013

Identifying small subsets of agents for behavior tracking and abnormal event detection in dynamic networks.
Proceedings of the Workshop on Dynamic Networks Management and Mining, 2013

Threshold behavior of epidemics in regular networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Discrete signal processing on graphs: Graph fourier transform.
Proceedings of the IEEE International Conference on Acoustics, 2013

Discrete signal processing on graphs: Graph filters.
Proceedings of the IEEE International Conference on Acoustics, 2013

Broadband localization in a dispersive medium through sparse wavenumber analysis.
Proceedings of the IEEE International Conference on Acoustics, 2013

Graph sampling: Estimation of degree distributions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed state estimation in multi-agent networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Classification via regularization on graphs.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

On a consistent procedure for distributed recursive nonlinear least-squares estimation.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Distributed augmented Lagrangian algorithms: Convergence rate.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Adaptive graph filtering: Multiresolution classification on graphs.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Optimal design of distributed sensor networks for field reconstruction.
Proceedings of the 21st European Signal Processing Conference, 2013

Distributed Kalman filtering.
Proceedings of the 21st European Signal Processing Conference, 2013

Distributed reinforcement learning in multi-agent networks.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Distributed linear estimation of dynamic random fields.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Distributed Kalman filtering and Network Tracking Capacity.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Finding Non-Overlapping Clusters for Generalized Inference Over Graphical Models.
IEEE Trans. Signal Processing, 2012

On the Product of Independent Complex Gaussians.
IEEE Trans. Signal Processing, 2012

Distributed Detection Over Noisy Networks: Large Deviations Analysis.
IEEE Trans. Signal Processing, 2012

Large Deviations Performance of Consensus+Innovations Distributed Detection With Non-Gaussian Observations.
IEEE Trans. Signal Processing, 2012

Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication.
IEEE Trans. Information Theory, 2012

Kalman Filtering With Intermittent Observations: Weak Convergence to a Stationary Distribution.
IEEE Trans. Automat. Contr., 2012

Moderate Deviations of a Random Riccati Equation.
IEEE Trans. Automat. Contr., 2012

Compressed sensing radar surveillance networks.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Feature matching in growing databases.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Accounting for topology in spreading contagion in non-complete networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed field reconstruction with model-robust basis pursuit.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

The complex Double Gaussian distribution.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Diffusion and topology: Large densely connected bipartite networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed Nesterov-like gradient algorithms.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Exact rate for convergence in probability of averaging processes via generalized min-cut.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Real-time adaptive distributed state estimation in smart grids.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Consensus+innovations detection: Phase transition under communication noise.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Maximum likelihood defect localization in a pipe using guided acoustic waves.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Fast cooperative distributed learning.
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.
IEEE Trans. Signal Processing, 2011

Cooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms With Directed Gossip Communication.
IEEE Trans. Signal Processing, 2011

Distributed Detection via Gaussian Running Consensus: Large Deviations Asymptotic Analysis.
IEEE Trans. Signal Processing, 2011

Telescoping Recursive Representations and Estimation of Gauss-Markov Random Fields.
IEEE Trans. Information Theory, 2011

Time Reversal Detection in Clutter: Additional Experimental Results.
IEEE Trans. Aerospace and Electronic Systems, 2011

Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs.
J. Sel. Topics Signal Processing, 2011

Sensor Andrew: Large-scale campus-wide sensing and actuation.
IBM Journal of Research and Development, 2011

Necessary conditions for consistent set-based graphical model selection.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Approximating image filters with box filters.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable robust hypothesis tests using graphical models.
Proceedings of the IEEE International Conference on Acoustics, 2011

Detection of targets embedded in multipath clutter with Time Reversal.
Proceedings of the IEEE International Conference on Acoustics, 2011

Global emergent behaviors in clouds of agents.
Proceedings of the IEEE International Conference on Acoustics, 2011

Convergence results in distributed Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 2011

Asymptotic performance of distributed detection over random networks.
Proceedings of the IEEE International Conference on Acoustics, 2011

Noncoherent compressive sensing with application to distributed radar.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Emergent behavior in large scale networks.
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.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Higher dimensional consensus: learning in large-scale networks.
IEEE Trans. Signal Processing, 2010

DILAND: an algorithm for distributed sensor localization with noisy distance measurements.
IEEE Trans. Signal Processing, 2010

Distributed consensus algorithms in sensor networks: quantized data and random link failures.
IEEE Trans. Signal Processing, 2010

Weight optimization for consensus algorithms with correlated switching topology.
IEEE Trans. Signal Processing, 2010

Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010

Linear time encoding of LDPC codes.
IEEE Trans. Information Theory, 2010

Gossip Algorithms for Distributed Signal Processing.
Proceedings of the IEEE, 2010

Time Reversal in Multiple-Input Multiple-Output Radar.
J. Sel. Topics Signal Processing, 2010

A telescoping approach to recursive enhancement of noisy images.
Proceedings of the IEEE International Conference on Acoustics, 2010

Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality.
Proceedings of the IEEE International Conference on Acoustics, 2010

Single antenna time reversal detection of moving target.
Proceedings of the IEEE International Conference on Acoustics, 2010

Consensus in correlated random topologies: Weights for finite time horizon.
Proceedings of the IEEE International Conference on Acoustics, 2010

Reciprocal fields: A model for random fields pinned to two boundaries.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

On connectivity, observability, and stability in distributed estimation.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Sample path large deviations for the randomly sampled continuous-discrete Kalman filter.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Dynamic field estimation using wireless sensor networks: tradeoffs between estimation error and communication cost.
IEEE Trans. Signal Processing, 2009

Distributed sensor localization in random environments using minimal number of anchor nodes.
IEEE Trans. Signal Processing, 2009

Distributed Consensus Algorithms in Sensor Networks With Imperfect Communication: Link Failures and Channel Noise.
IEEE Trans. Signal Processing, 2009

Time-Reversal Detection Using Antenna Arrays.
IEEE Trans. Signal Processing, 2009

Detecting Botnets Using Command and Control Traffic.
Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

Recursive filtering and smoothing for Gaussian reciprocal processes with continuous indices.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Shapes as empirical distributions.
Proceedings of the International Conference on Image Processing, 2009

Field inversion by consensus and compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2009

Higher dimensional consensus algorithms in sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication.
Proceedings of the IEEE International Conference on Acoustics, 2009

Experimental study of extended target imaging by time reversal SAR.
Proceedings of the IEEE International Conference on Acoustics, 2009

Periodic Behavior in Botnet Command and Control Channels Traffic.
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.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008
Algebraic Signal Processing Theory: 1-D Space.
IEEE Trans. Signal Processing, 2008

Algebraic Signal Processing Theory: Foundation and 1-D Time.
IEEE Trans. Signal Processing, 2008

Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for DCTs and DSTs.
IEEE Trans. Signal Processing, 2008

Time Reversal Imaging by Adaptive Interference Canceling.
IEEE Trans. Signal Processing, 2008

Distributing the Kalman Filter for Large-Scale Systems.
IEEE Trans. Signal Processing, 2008

Sensor Networks With Random Links: Topology Design for Distributed Consensus.
IEEE Trans. Signal Processing, 2008

Topology for Distributed Inference on Graphs.
IEEE Trans. Signal Processing, 2008

Automatic Detection of Regional Heart Rejection in USPIO-Enhanced MRI.
IEEE Trans. Med. Imaging, 2008

Breast cancer detection by time reversal imaging.
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.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Network traffic behavior analysis by decomposition into control and data planes.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

LASIC: A model invariant framework for correspondence.
Proceedings of the International Conference on Image Processing, 2008

Distributed iterate-collapse inversion (DICI) algorithm for L-banded matrices.
Proceedings of the IEEE International Conference on Acoustics, 2008

Distributed average consensus in sensor networks with quantized inter-sensor communication.
Proceedings of the IEEE International Conference on Acoustics, 2008

Position location by time reversal in communication networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Detection by Time Reversal: Single Antenna.
IEEE Trans. Signal Processing, 2007

Detection in Sensor Networks: The Saddlepoint Approximation.
IEEE Trans. Signal Processing, 2007

TS-LDPC Codes: Turbo-Structured Codes With Large Girth.
IEEE Trans. Information Theory, 2007

Time Reversal Beamforming for Microwave Breast Cancer Detection.
Proceedings of the International Conference on Image Processing, 2007

Classification by Cheeger Constant Regularization.
Proceedings of the International Conference on Image Processing, 2007

Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation.
Proceedings of the International Conference on Image Processing, 2007

Distributed Average Consensus in Sensor Networks with Random Link Failures.
Proceedings of the IEEE International Conference on Acoustics, 2007

TR-SAR: Time Reversal Target Focusing in Spotlight SAR.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multiple Antenna Time Reversal Transmission in Ultra-Wideband Communications.
Proceedings of the Global Communications Conference, 2007

Generating FPGA-Accelerated DFT Libraries.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2006
Topology preserving STACS segmentation of protein subcellular location images.
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.
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.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Spiral: Joint Runtime and Energy Optimization of Linear Transforms.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

The Algebraic Structure in Signal Processing: Time and Space.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Array Processing Using Time Reversal: Experiments and Performance.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Topology of Sensor Networks in Distributed Detection.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Block matrices with L-block-banded inverse: inversion algorithms.
IEEE Trans. Signal Processing, 2005

STACS: new active contour scheme for cardiac MR image segmentation.
IEEE Trans. Med. Imaging, 2005

Affine-permutation invariance of 2-D shapes.
IEEE Trans. Image Processing, 2005

Figure-ground segmentation from occlusion.
IEEE Trans. Image Processing, 2005

SPIRAL: Code Generation for DSP Transforms.
Proceedings of the IEEE, 2005

Special Issue on Program Generation, Optimization, and Platform Adaptation.
Proceedings of the IEEE, 2005

Estimation in sensor networks: a graph approach.
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

Performance analysis of the filtered backprojection image reconstruction algorithms.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Single antenna time reversal adaptive interference cancellation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Robust reorientation of 2D shapes using the orientation indicator index.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Saddlepoint approximation for sensor network optimization.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Special issue on computer algebra and signal processing: forward by the guest editors.
J. Symb. Comput., 2004

Spiral: A Generator for Platform-Adapted Libraries of Signal Processing Alogorithms.
IJHPCA, 2004

Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Grouping-and-shifting designs for structured LDPC codes with large girth.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Subpixel Registration in Renal Perfusion MR Image Sequence.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Cardiac MR Image Segmentation: Quality Assessment of STACS.
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.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Fusion in sensor networks with communication constraints.
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Integrated registration of dynamic renal perfusion MR images.
Proceedings of the 2004 International Conference on Image Processing, 2004

Three-dimensional intrinsic shape.
Proceedings of the 2004 International Conference on Image Processing, 2004

Geometry based designs of LDPC codes.
Proceedings of IEEE International Conference on Communications, 2004

A class of structured LDPC codes with large girth.
Proceedings of IEEE International Conference on Communications, 2004

Fusion in sensor networks: convergence study.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Automatically generated high-performance code for discrete wavelet transforms.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A GLRT and bootstrap approach to detection in magnetic resonance force microscopy.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Detection in decentralized sensor networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
The Algebraic Approach to the Discrete Cosine and Sine Transforms and Their Fast Algorithms.
SIAM J. Comput., 2003

Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Stochastic active contour for cardiac MR image segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Efficient 2D shape orientation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Intelligent sensor fusion: a graphical model approach.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fast automatic software implementations of FIR filters.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

The design of structured regular LDPC codes with large girth.
Proceedings of the Global Telecommunications Conference, 2003

2002
Kidney segmentation in MRI sequences using temporal dynamics.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Bayesian smoothing and filtering for multiframe, multiaspect target detection and tracking.
Proceedings of the 2002 International Conference on Image Processing, 2002

Clutter adaptive tracking of multiaspect targets in IRAR imagery.
Proceedings of the IEEE International Conference on Acoustics, 2002

Fast inversion of L-block banded matrices and their inverses.
Proceedings of the IEEE International Conference on Acoustics, 2002

3D rigid structure from video: what are "easy" shapes and "good" motions?
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.
IEEE Trans. Signal Processing, 2001

Efficient detection in hyperspectral imagery.
IEEE Trans. Image Processing, 2001

Three-dimensional modeling from two-dimensional video.
IEEE Trans. Image Processing, 2001

Image motion estimation-convergence and error analysis.
Proceedings of the 2001 International Conference on Image Processing, 2001

Fast Automatic Generation of DSP Algorithms.
Proceedings of the Computational Science - ICCS 2001, 2001

Affine invariant wavelet transform.
Proceedings of the IEEE International Conference on Acoustics, 2001

Clutter adaptive multiframe detection/tracking of random signature targets.
Proceedings of the IEEE International Conference on Acoustics, 2001

Ocean acoustic tomography structured covariance estimation.
Proceedings of the IEEE International Conference on Acoustics, 2001

Maximum Likelihood Estimation of the Template of a Rigid Moving Object.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000
A good read.
IEEE Trans. Signal Processing, 2000

Introduction to the special issue on information-theoretic imaging.
IEEE Trans. Information Theory, 2000

Hyperspectral imagery: Clutter adaptation in anomaly detection.
IEEE Trans. Information Theory, 2000

Matrices with banded inverses: Inversion algorithms and factorization of Gauss-Markov processes.
IEEE Trans. Information Theory, 2000

The Viterbi algorithm and Markov noise memory.
IEEE Trans. Information Theory, 2000

A good read.
IEEE Trans. Image Processing, 2000

A good read.
IEEE Trans. Speech and Audio Processing, 2000

Multiframe Bayesian Tracking of Cluttered Targets with Random Motion.
Proceedings of the 2000 International Conference on Image Processing, 2000

Weighted Factorization.
Proceedings of the 2000 International Conference on Image Processing, 2000

The fully adaptive GMRF anomaly detector for hyperspectral imagery.
Proceedings of the IEEE International Conference on Acoustics, 2000

Optimal multiframe detection and tracking in digital image sequences.
Proceedings of the IEEE International Conference on Acoustics, 2000

Inversion of block matrices with block banded inverses: application to Kalman-Bucy filtering.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Matching wavelet packets to Gaussian random processes.
IEEE Trans. Signal Processing, 1999

Capture and Representation of Human Walking in Live Video Sequences.
IEEE Trans. Multimedia, 1999

Data assimilation in large time-varying multidimensional fields.
IEEE Trans. Image Processing, 1999

Fast 3D modeling from video.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

A Fast Algorithm for Rigid Structure from Image Sequences.
Proceedings of the 1999 International Conference on Image Processing, 1999

Multi-stage adaptive predistortion of HPA saturation effects for digital television transmission.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Performance of the optimal nonlinear detector/tracker in clutter.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Maximum Likelihood Inference of 3D Structure from Image Sequences.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Factorization as a Rank 1 Problem.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Automatic Recognition of Human Walking in Monocular Image Sequences.
VLSI Signal Processing, 1998

Ambiguity in radar and sonar.
IEEE Trans. Signal Processing, 1998

DCT/DST and Gauss-Markov fields: conditions for equivalence.
IEEE Trans. Signal Processing, 1998

Focused detection via multiresolution analysis.
IEEE Trans. Signal Processing, 1998

Scaling functions robust to translations.
IEEE Trans. Signal Processing, 1998

Blind array channel division multiple access (AChDMA) for mobile communications.
IEEE Trans. Signal Processing, 1998

Closed-form blind channel identification and source separation in SDMA systems through correlative coding.
IEEE Journal on Selected Areas in Communications, 1998

Video representation with three-dimensional entities.
IEEE Journal on Selected Areas in Communications, 1998

Capture and synthesis of human motion in video sequences.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Video Representation via 3D Shaped Mosaics.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Closed-form blind identification of MIMO channels.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Modeling and detection in hyperspectral imagery.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Robust detection with the gap metric.
IEEE Trans. Signal Processing, 1997

Gauss-Markov random fields (CMrf) with continuous indices.
IEEE Trans. Information Theory, 1997

On Translation Invariant Subspaces and Critically Sampled Wavelet Transforms.
Multidim. Syst. Sign. Process., 1997

Model-based recognition of human walking in dynamic scenes.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Tracking Human Walking in Dynamic Scenes.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Detecting and Solving Template Ambiguities in Motion Segmentation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Terrain classification in polarimetric SAR using wavelet packets.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Detection of multipath random signals by multiresolution subspace design.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Fast recursive reconstruction of large time varying multidimensional fields.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Retrieving quality video across heterogeneous networks. Video over wireless.
IEEE Personal Commun., 1996

Noncausal predictive image codec.
IEEE Trans. Image Processing, 1996

Image codec by noncausal prediction, residual mean removal, and cascaded VQ.
IEEE Trans. Circuits Syst. Video Techn., 1996

Incremental motion segmentation in low texture.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Nonlinear editing by Generative Video.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Gap detector for multipath.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
3-D video compositing: towards a compact representation for video sequences.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Content-based video sequence representation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Memoryless polynomial adaptive predistortion [TV transmitters].
Proceedings of the 1995 International Conference on Acoustics, 1995

Environmental limits to source localization.
Proceedings of the 1995 International Conference on Acoustics, 1995

Video compression via constructs.
Proceedings of the 1995 International Conference on Acoustics, 1995

Nearly shiftable scaling functions.
Proceedings of the 1995 International Conference on Acoustics, 1995

Assimilation of satellite data in beta-plane ocean circulation models.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
l2 and l1 beamformers: recursive implementation and performance analysis.
IEEE Trans. Signal Processing, 1994

Nonlinear phase estimators based on the Kullback distance.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Noncausal Gauss Markov random fields: Parameter structure and estimation.
IEEE Trans. Information Theory, 1993

Predictive coding using noncausal models.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Recursive structure of noncausal Gauss-Markov random fields.
IEEE Trans. Information Theory, 1992

Continuous Media Communication with Dynamic QOS Control Using ARTS with an FDDI Network.
Proceedings of the SIGCOMM '92, 1992

1991
LD2-ARMA identification algorithm.
IEEE Trans. Signal Processing, 1991

Cramer-Rao bound for location systems in multipath environments.
IEEE Trans. Signal Processing, 1991

Multisource delay estimation: nonstationary signals [underwater acoustics].
IEEE Trans. Signal Processing, 1991

1989
Alternate bounds on the resolvability constraints of spatial smoothing.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

1988
Phase unwrapping of signals propagated under the Arctic ice crust: a statistical approach.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

Parallel processing on supercomputers: a set of computional experiments.
Proceedings of the Proceedings Supercomputing '88, Orlando, FL, USA, November 12-17, 1988, 1988

1983
A Monte Carlo study of absolute phase determination.
IEEE Trans. Information Theory, 1983

Nonlinear Filtering and Array Computation.
IEEE Computer, 1983

1982
Recursive techniques for passive source location.
Proceedings of the IEEE International Conference on Acoustics, 1982


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