EECS
EECS

Signal & Image Processing and Machine Learning Faculty

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z 

faculty photo Balzano, Laura   
Associate Professor, Electrical Engineering and Computer Science
Division: ECE
Address: 4114 EECS
Email: girasole @ umich.edu
Phone: (734) 615-9451
Research Interests: Statistical signal processing, machine learning, and optimization theory and methods for dealing with large complex data.
 
faculty photo Cain, Charles A.
Professor, Biomedical Engineering
Professor (courtesy), Electrical Engineering and Computer Science
Division: ECE
Address: 3302 GG Brown
Email: cain @ umich.edu
Phone: (734) 764-9588
Research Interests: Biomedical ultrasound, hyperthermia cancertherapy, acoustic imaging
 
faculty photo Cheraghchi, Mahdi
Assistant Professor, Electrical Engineering and Computer Science
Division: CSE
Address: 3603 Beyster Bldg.
Email: mahdich @ umich.edu
Phone: (734) 763-9165
Research Interests: All theoretical aspects of CS, especially the role of information and coding theory in cryptography, complexity, algorithms, and high-dimensional geometry.
 
faculty photo Chestek, Cynthia
Associate Professor, Biomedical Engineering
Associate Professor (courtesy), Electrical Engineering and Computer Science
Division: ECE
Address: B10-A171 NCRC
Email: cchestek @ umich.edu
Phone: 763-1759
 
faculty photo Corso, Jason
Professor, Electrical Engineering and Computer Science
Division: CSE & ECE
Address: 4238 EECS
Email: jjcorso @ umich.edu
Phone: (734) 647-8833
Research Interests: Computer vision, robotics, artificial intelligence.
 
faculty photo Dick, Robert
Associate Professor, Electrical Engineering and Computer Science
Division: ECE
Address: 2417E EECS
Email: dickrp @ umich.edu
Phone: (734) 763-3329
Research Interests: Embedded systems.
 
faculty photo Fessler, Jeffrey A.   
William L. Root Collegiate Professor of Electrical Engineering and Computer Science
Professor (courtesy), Applied Physics; Biomedical Engineering; Radiology
Division: ECE
Address: 4431 EECS
Email: fessler @ umich.edu
Phone: (734) 763-1434
Research Interests: Statistical signal and image processing; Tomographic imaging; Parameter estimation; machine-learning methods for inverse problems.
 
faculty photo Finelli, Cynthia   
Professor, Electrical Engineering and Computer Science
Professor (courtesy), Education
Director, Engineering Education Research Program
Division: ECE
Address: 4227 EECS
Email: cfinelli @ umich.edu
Phone: 734-764-0244
Research Interests: Engineering education research: active learning, evidence-based teaching, student learning, classroom spaces, institutional change, with current projects studying: Motivators and barriers to adoption of active learning; Student resistance to active learning; The impact of classroom space on teaching and learning; Use of technology to increase learning and engagement; The role of background characteristics and socialization experiences in college on co-curricular participation.
 
faculty photo Gilbert, Anna C.
Herman H. Goldstine Collegiate Professor of Mathematics
Professor (courtesy), Electrical Engineering and Computer Science
Division: ECE
Address: 4831 East Hall
Email: annacg @ umich.edu
Phone: (734) 763-5728
Research Interests: My research interests include analysis, probability, networking, and algorithms. I am especially interested in randomized algorithms with applications to harmonic analysis, signal and image processing, networking, and massive datasets.
 
faculty photo Hero, Alfred O.   
John H. Holland Distinguished University Professor of EECS; R. Jamison and Betty Williams Professor of Engineering
Professor of EECS and Professor (courtesy) of Biomedical Engineering; Statistics
Co-Director, Michigan Institute for Data Science (MIDAS)
Division: CSE & ECE
Address: 4417 EECS
Email: hero @ umich.edu
Phone: (734) 763-0564
Research Interests: Theory and algorithms underlying data science and machine learning. Theory includes applied probability, statistical modeling, and optimization. Applications include complex networks, spatio-temporal processes, computational biology, personalized health, and security.
 
faculty photo Kim, Hun-Seok
Assistant Professor, Electrical Engineering and Computer Science
Division: ECE
Address: 2417G EECS
Email: hunseok @ umich.edu
Phone: 734-764-7630
Research Interests: Digital communication algorithm and systems; Ultra low power / ultra high performance VLSI SoC architecture; Computer vision and multimedia signal processing.
 
faculty photo Lee, Honglak
Associate Professor, Electrical Engineering and Computer Science
Division: CSE
Address: 3773 Beyster Bldg.
Email: honglak @ umich.edu
Phone: (734) 764-3726
Research Interests: Machine Learning, Deep Learning, Artificial Intelligence, Computer Vision
 
faculty photo Liu, Mingyan   
Peter and Evelyn Fuss Chair of Electrical and Computer Engineering
Professor, Electrical Engineering and Computer Science
Division: CSE & ECE
Address: 3401 EECS
Email: mingyan @ umich.edu
Phone: (734) 764-9546
Research Interests: Resource allocation, performance modeling, sequential decision and learning theory, game theory and incentive mechanisms, with applications to large-scale networked systems, cybersecurity and cyber risk quantification.
 
faculty photo Lynch, Jerome P.
Professor and Chair, Civil and Environmental Engineering
Professor (courtesy), Electrical Engineering and Computer Science
Division: ECE
Address: 2328 GG Brown
Email: jerlynch @ umich.edu
Phone: (734) 615-5290
Research Interests: Wireless sensor networks, distributed computing, decentralized control theory, microsensors, microactuators, microelectromechanical systems (MEMS),carbon nanotube composites and sensors
 
faculty photo Mozafari, Barzan
Associate Professor, Electrical Engineering and Computer Science
Division: CSE
Address: 4769 Beyster Bldg.
Email: mozafari @ umich.edu
Phone: (734) 763-3669
Research Interests: Large-scale data-intensive systems, database-as-a-service clouds, distributed systems, and crowdsourcing.
 
faculty photo Nadakuditi, Rajesh R.   
Associate Professor, Electrical Engineering and Computer Science
Associate Professor (courtesy), Applied Physics
Division: ECE
Address: 4435 EECS
Email: rajnrao @ umich.edu
Phone: (734) 615-0096
Research Interests: Statistical signal processing, random matrix theory, random graphs and light transport through opaque random media.
 
faculty photo Neuhoff, David L.
Joseph E. and Anne P. Rowe Professor Emeritus of Electrical Engineering
Professor Emeritus, Electrical Engineering and Computer Science
Division: ECE
Address: 4244 EECS
Email: neuhoff @ umich.edu
Phone: (734) 764-6586
Research Interests: Communications, information theory, and signal processing; Lossy and lossless source coding; Quantization; Image compression and processing.
 
faculty photo Nguyen, Long
Associate Professor, Statistics
Associate Professor (courtesy), Electrical Engineering and Computer Science
Division: CSE
Address: 456 West Hall
Email: xuanlong @ umich.edu
 
faculty photo Ozay, Necmiye
Associate Professor, Electrical Engineering and Computer Science
Division: ECE
Address: 4229 EECS
Email: necmiye @ umich.edu
Phone: 734-936-0269
Research Interests: Computational aspects of control system design; hybrid and cyber-physical systems; system identification and validation; dynamics-based data analysis
 
faculty photo Pradhan, S. Sandeep
Professor, Electrical Engineering and Computer Science
Division: ECE
Address: 4240 EECS
Email: pradhanv @ umich.edu
Phone: (734) 764-5215
Research Interests: Distributed compression, sensor networks, information theory, channel coding, and multirate signal processing.
 
faculty photo Sarabi, Armin
Assistant Research Scientist
Division: ECE
Address: 4230B EECS
Email: arsarabi @ umich.edu
Phone: (734) 647-1813
Research Interests: Data-driven security, Internet measurement, machine learning, security economics
 
faculty photo Scott, Clayton D.
Professor, Electrical Engineering and Computer Science
Professor (courtesy), Statistics
Division: ECE
Address: 4433 EECS
Email: clayscot @ umich.edu
Phone: (734) 615-3656
Research Interests: Machine learning theory, methods, and applications.
 
faculty photo Wakefield, Gregory H.
Associate Professor, Electrical Engineering and Computer Science
Associate Professor, Performing Arts Technology; Otolaryngology
Division: CSE & ECE
Address: 3637 Beyster
Email: ghw @ umich.edu
Phone: (734) 763-1254
Research Interests: Audio and music processing, psychoacoustics, and sound quality engineering.
 
faculty photo Wiens, Jenna
Morris Wellman Faculty Development Assistant Professor
Assistant Professor, Electrical Engineering and Computer Science
Division: CSE
Address: 3765 Beyster Bldg.
Email: wiensj @ umich.edu
Phone: 734-647-4832
Research Interests: Artificial Intelligence, Machine Learning, Computational Healthcare
 
faculty photo Yagle, Andrew E.
Professor Emeritus, Electrical Engineering and Computer Science
Division: ECE
Address: 4114 EECS
Email: aey @ umich.edu
Phone: (734) 763-9810
Research Interests: Fast algorithms for signal processing, blind deconvolution, inverse scattering.
 
faculty photo Ying, Lei
Professor, Electrical Engineering and Computer Science
Division: ECE
Address: EECS
Email: leiying @ umich.edu
Phone: 734-647-4031
Research Interests: Ying's research is broadly in the interplay of complex stochastic systems and big-data, including large-scale communication/computing systems for reinforcement learning, big-data processing, private data marketplaces, and large-scale graph mining.