MURIPeople

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Faculty and Senior Researchers

  • Randy Moses (PI)
  • Professor, Ohio State University
  • Research interests: statistical signal processing; detection and estimation theory; array signal processing; radar signal processing; sensor networks.
  • Website: http://www.ece.osu.edu/~randy


  • David Castanon
  • Mujdat Cetin

Justin Dauwels
Research Scientist, Massachusetts Institute of Technology
Research Interests: Graphical Models, Machine Learning, Digital Communications, Computational Neuroscience
Website: http://www.dauwels.com

  • Emre Ertin
  • John W. Fisher III
  • Principal Research Scientist, Massachusetts Institute of Technology
  • Research Interests: Information Theory, Machine Learning, Sensor Management, Multi-modal Data Fusion
  • Website: http://people.csail.mit.edu/fisher


  • Alfred Hero
  • Professor, University of Michigan
  • Research interests: active sensing, MIMO sensing, autonomous sensor networks, geo-localization, dimensionality reduction and clustering, information theoretic imaging.
  • Website: http://eecs.umich.edu/~hero


  • W. Clem Karl
  • Professor, Boston University
  • Research interests: multi-dimensional statistical signal processing; detection and estimation theory; radar signal processing.
  • Website: http://iss.bu.edu/wckarl


  • Lee Potter
  • Professor, The Ohio State University
  • Research interests: Statistical signal processing, inverse problems, parametric modeling,; applications to synthetic aperture radar, medical imaging, and sensor arrays.
  • Website: http://www.ece.osu.edu/~potter


  • Anuj Srivastava
  • Professor, Florida State University
  • Research interests: Pattern theory, image understanding, shape analysis, statistical inferences on nonlinear maninfolds
  • Website: http://stat.fsu.edu/~anuj


  • Alan Willsky
  • Professor, M.I.T.
  • Research interests: statistical signal processing, inference, and estimation; machine learning; graphical models; data and information fusion; image processing and computer vision; sensor networks; tracking and object recognition
  • Website: http://ssg.mit.edu


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Graduate Students

Christian D. Austin
Ph.D. candidate, The Ohio State University
Research interests: statistical signal processing, SAR, sparse signal reconstruction.
Website: http://www.ece.osu.edu/~austinc

Venkat Chandrasekaran
Doctoral student, Massachusetts Institute of Technology
Research interests: statistical signal processing; machine learning; graphical models
Website: http://ssg.mit.edu/~venkatc

  • Myung Jin Choi
  • MS student, Massachusetts Institute of Technology
  • Research interests: graphical models; multiresolution Markov models; stochastic image processing
  • Website: http://www.mit.edu/~myungjin


Ayres C. Fan
Doctoral student, Massachusetts Institute of Technology
Research interests: Image segmentation, MCMC methods.
Website: http://people.csail.mit.edu/fan


  • Emily Beth Fox
  • Doctoral student, Massachusetts Institute of Technology
  • Research interests: statistical signal processing; nonparametric Bayesian methods; complex or uncertain dynamic systems
  • Website: http://www.mit.edu/~ebfox


  • Kyle Herrity
  • MS Student, University of Michigan, Ann Arbor
  • Research interests: statistical signal processing, sparse signal representation.
  • Website: http://www.umich.edu/~kherrity


Sung Jin Hwang
MS Student, University of Michigan, Ann Arbor
Research interests: machine learning, statistical signal processing, computer graphics
Website: http://www.umich.edu/~ssjh

Julie Ann Jackson
Ph.D. candidate, The Ohio State University
Research interests: SAR imaging and visualization, feature extraction, statistical signal processing.
Website: http://www.ece.osu.edu/~jacksoj

Jason K. Johnson
Doctoral student, Massachusetts Institute of Technology
Research interests: Graphical models, machine learning, statistical signal and image processing.
http://ssg.mit.edu/~jasonj

Dmitry Malioutov
Doctoral student, Massachusetts Institute of Technology
Research interests: statistical signal processing; machine learning; graphical models; sparse signal representation
http://ssg.mit.edu/group/dmm/dmm.shtml

  • Raghuram Rangarajan
  • Ph.D candidate, University of Michigan, Ann Arbor
  • Research interests: statistical signal processing, adaptive sensing, sensor networks, sequential analysis.
  • Website: http://www.umich.edu/~rangaraj


  • Michael Siracusa
  • Doctoral student, Massachusetts Institute of Technology
  • Research interests: statistical signal processing; nonparametric Bayesian methods; inference over graphical structure; multi-modal data fusion
  • Website: http://people.cail.mit.edu/siracusa


Naveen Ramakrishnan
MS Student, The Ohio State University
Research interests: sparse image reconstruction, statistical signal processing, optimization.

Subhojit Som
Doctoral Student, The Ohio State University
Research interests: statistical signal processing, image reconstruction, medical imaging.
Website: http://www.ece.osu.edu/~soms

  • Vincent Y.F. Tan
  • Doctoral student, Massachusetts Institute of Technology
  • Research interests: Statistical Signal Processing, Machine Learning, Optimization
  • Website: http://www.mit.edu/~vtan


  • Kush R. Varshney
  • Doctoral student, Massachusetts Institute of Technology
  • Research interests: SAR image formation; level-set segmentation; decision-making; machine learning
  • Website: http://www.mit.edu/~krv


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