People
Current Research Associates
- Carlos D. Castillo
- Jun-Cheng Chen
Current Ph.D. Students and Thesis Topics
- Boyu Lu, Vision for Social Networks.
- Rajeev Ranjan,
- Amit Kumar,
- Hongyu Xu, Social Networks for Computer Vision.
- Arthita Ghosh, Compressive Sensing of Microscopy Images.
- JingXiao Zheng,
- Ankan Bansal
- Anirudh Nanduri
- Lee Stearns, Computer Vision Technologies for the Blind.
- Navaneeth Bodla
- Hui Ding
- Wei-An Lin
- Yogesh Balaji
- Joshua Gleason
- Steve Schwarz
- Sai Rambhatla
- Pirazh Khorramshahi
- Prithviraj Dhar
- Kaan Elgin
Former Research Scientists and Associates
- Qinfen
Zheng, Asst., Associate and Senior Research Scientist (1992-2005)
-
Philippe Burlina, Asst. Research Scientist (1994-1999)
- Reuven
Meth, Research Associate (1998-2004)
-
Hassan Shekarforoosh, Research Associate (2000-2002)
- Chandra
Shekhar, Asst. Research Scientist (1998-2002)
- Amit
Roy Chowdhury, Research Associate (2003-2004)
- Volker
Kruger, Research Scientist
- Volkan
Cevher
- Gang Qian,
Research Associate (2003-2004)
- Pavan
Kumar Turaga
- Felipe
Arrate
- Vishal M.
Patel
- Azadeh Alavi
Graduated Ph.D. Students and Thesis Topics
- Govind
Sharma, August 1984, Modern
2-D Spectral Estimation Using Non-causal Models. (Professor, Indian Institute of
Technology, Kanpur, India)
- Paul
Singer, May 1985, Machine
Perception of Partially Specified Planar Shapes. (Senior Scientist, Raytheon,
Electro-optical Data Systems Group, El Segundo, CA).
- Hao
Jinchi, December 1986, Image
Restoration Algorithms Using 2-D Gaussian Markov Random Field Models. (Professor, Military College in
Taiwan, R.O.C.).
- Shankar
Chatterjee, July 1987, Synthesis,
Analysis and Segmentation of Natural Textures. (Multimedia Company, Hollywood, CA).
- Robert
T. Frankot, December 1987, Computational
Vision Algorithms for SAR Imagery. (Senior Staff Engineer, Raytheon
Company, Tucson, AZ).
- Ted
J. Broida, December 1987, Estimating
the Kinematics and Structure of a Moving Object from a Sequence of
Images.
(Was a Scientist, Hughes Aircraft Company, Radar Systems Group, El
Segundo, CA, Deceased 08/96.).
- Tal
Simchony, December 1988, Parallel
Deterministic and Stochastic Algorithms for Some Computer Vision
Problems.
(Chief Engineer, ECI Telecom Ltd., Israel).
- Zhou
Yi-Tong, December 1988, Artificial
Neural Networks for Some Computer Vision Problems. (Consultant, San Diego, CA)
- Richard
R. Hansen, Jr., December 1988, Parametric Spectrum
Estimation for Contaminated Random Fields. (Chief Engineer, Electronic Combat
Development Branch, Edwards Airforce Base, CA).
- Anand
Rangarajan, Jan. 1991, Representation
and Recovery of Discontinuities in Some Early vision Problems. (Associate Professor, Department of
Computer Science, Univ. of Florida, Gainesville).
- Gason
Young, May 1991, 3-D
Motion Estimation Using a Sequence Binocular of Noisy Images. (Thomson Electronics, CA).
- V.
Venkateswar, May 1991, Hierarchical
Representation, Matching and Search for Some Computer Vision Problems. Was in Texas Instruments.
(Co-Founder of a small company in Bay area).
- E.J.M.
Rignot, May 1991, Segmentation
of Multifrequency and Polarmetric Synthetic Aperture Radar Data. (Senior Member, Technical Staff, Jet
Propulsion Laboratory, Pasadena, CA.)
- Q.
Zheng, August 1991, Robust
Algorithms for Estimation of Illuminant and Shape from Shading. (Vice-President, Advanced
Technology, SET Corporation, Greenbelt, MD).
- B.S.
Manjunath, August 1991, Perceptual
Grouping and Segmentation Using Neural Networks. (Professor, Department of Electrical
and Computer Engineering, University of California, Santa Barbara, CA).
- S.
Chandrashekhar, 1991, 3-D
Motion Estimation and Passive Navigation Using a Long Sequence. (Free-lance writer)
- T.H.
Wu, 1993, Estimation
of Motion and Structure Using Long Sequences of Noisy Images. (Prodigy, New York).
- P.
Burlina, 1994, Time-to
Collision Estimation and Navigation Using Long Sequences. Technical Staff, Applied Physics
Laboratory, MD
- O.J.
Kwon, 1994, Region
Based Coding of Images. (Technical Staff, Samsung
Corporation, Korea).
- S.Z.
Der, March 1995, Automatic
Target Recognition Using Passive Infrared and Laser Radar Sensors. (The Aerospace Corporation.
Washington, D.C)
- S.
Krishnamachari, June 1995, Hierarchical
Markov Random Field Models for Image Analysis. (Start up Company, Atlanta,
Georgia).
- Y.S.
Yao, September 1995, Electronic
Stabilization and Feature Tracking in Long Image Sequences. (Technical Staff, Pacific Bell,
SanFranciso, CA).
- H.C.
Liu, September 1995, A
General Motion Model and Spatio temporal Filters for 3-D Motion
Interpretations.
(Technical Staff, ETAK Company, Palo Alto, CA)
- C.L.
Lin, Dec. 1995 Model
Supported Exploitation of Aerial Images, Technical Staff, Microsoft
Corporation, Seattle, WA.(Computer Science)
- K.
Etemad, May 1996, Multiscale
Discriminant Analysis and Recognition of Signals and Images (Technical Staff, Hughes Network
Systems, Germantown, MD).
- C.
Morimoto, March 1997, Electronic
Image Stabilization, Associate Professor, Univ. of Sao
Paulo, Brazil. (Computer Science)
- S.
Kuttikad, Dec. 1997, Site
Models for SAR Image Exploitation. (Technical Staff, ETAK Company, Palo
Alto, CA).
- W.
Phillips, March 1998, SAR
Image Exploitation
(Technical Staff, Northrop-Grumman, Baltimore, MD).
- S.
Srinivasan, Dec. 1998, Structure
from Motion
(Technical Staff, Microsoft Corporation, Seattle, WA).
- R.
Meth, Dec. 1998, SAR Feature Extraction and Target Classification.
(Scientist, SET Corporation, Greenbelt, MD, 20740).
- V.
Madhav Govindu, Nov. 1999, Probabilistic
Models for Motion Estimation (Freelance writer and Social
Activist).
- M.
Srinivasan, August 1999, Video
Compression
(Flavian)
- W.
Zhao, Dec. 1999, Robust
Face Recognition
(Technical Staff, David Sarnoff Corporation. Princeton, NJ).
- B.
Li, July 2000, Human
and Object Verification in Video (Assistant Professor, Computer
Science Dept, Arizona State University).
- A.
Banerjee, August 2000, Target
Detection in Foliage (Technical Staff, Applied Physics
Laboratory, MD).
- H.
Moon, August 2001, Shape -Encoded
Particle Filtering for Object Detection and Tracking (Startup company, College Station,
PA.
- G.
Qian, Dec.2001, Robust
Methods for
Structure
From Motion Using Video Sequences (Assistant Professor, Media Arts,
Arizona State University.
- Y.
Wexler, December 2000, Projective
Geometric Techniques for Video Analysis, Research Staff, Microsoft
Corporation. (Computer Science)
- A.
Roy Chowdhury, June 2002, Structure
from motion,
Assistant Professor, EE, UC Riverside, CA.
- Huying
Liu, August 2003, Hierachical Structure and Movement Estimation,
Technical Staff, Object Video, VA. (Computer Science).
- Amit
Kale, Nov. 2003, Gait-Based Human Identification, Siemens Medical
Systems, Bangalore, India.
- V.
Parameswaran, April 2004, View Invariants for Activity Modelling and
Recognition, Technical Staff, Siemens Corporate Research, Princeton,
NJ. (Computer Science).
- Shaohua
Kevin Zhou, July 2004 Unconstrained FaceRecognition,Technical Staff,
Siemens Corporate Research, Princeton, NJ.
- N.
Vaswani, July 2004, Change Detection in Partially Observed
Dynamical Systems with Applications in Activity Recognition,
Assistant Professor, ECE Iowa State University.
- Amit Agrawal, May 2006, Research
Scientist, MERL, Boston, MA.
- Jian Li, Dec. 2006, Technology
Associate, Goldman Sachs, New
York, NY.
- Yang Ran, August 2006, Research
Scientist, SET Corporation,
Greenbelt, MD.
- N. Cuntoor, May 2007, Activity
modeling and Recognition, KitWare,
Inc, NY.
- Seong-Wook
Joo, May 2007, Multiobject tracking, event detection
and activity modeling, Google, Mountain View, CA.(Computer Science)
- Joshua Broadwater, May 2007, Anomaly
detection in hyperspectral
images, JHU Applied Physics Laboratory, MD.
- Feng
Guo, August 2007, Research Scientist, ObjectVideo, VA. (Computer
Science).
- ZhangFeng Yue, August 2007, FastVideo
LLC, Group Leader, Columbia,
MD.
- Aravind Sundaresan, Dec. 2007, Member
of the Staff, SRI
International Inc, Menlo Park, CA.
- Gaurav Aggarwal, Feb. 2008,
Illumination-invariant face
recognition, ObjectVideo, Reston, VA. (Computer Science).
- Ashok Veeraraghavan, Aug. 2008, Staff
Scientist, MERL, Boston,
MA.
- Narayanan Ramanathan, Dec. 2008, Face
recognition across aging,
Cernium Corporation, VA.
- Dalton Rosario, Semi-parametric
statistical methods for target detection, August 2008, ARL. (Applied
Mathematics).
- Wu
Hao, August 2009, Robust
methods for visual tracking and model alignment, Member of Staff, Kodak Corporation, Rochester, NY.
- Aswin
Sankaranarayanan, Sept. 2009, Efficient inference in multi-camera systems,
Research Associate, Rice University, Houston, TX.
- Pavan
Turaga, October 2009, Statistical
and geometric modeling of spatio-temporal patterns for video
understanding, Asst. Research Scientist, Univ. of Maryland, College
Park, MD.
- Jie
Shao, December 2009, Object
tracking and mensuration in surveillance videos, Member of Staff,
Google, Inc., Mountain View, CA.
- Soma
Biswas, Dec. 2009, Statistical/Geometric
techniques for object representation and recognition,
Assistant Research Scientist, Univ. of Notre Dame, IN.
- Mahesh
Ramachandran, May 2010, Video Processing with Additional Information,
Member of Technical Staff, Qualcomm, San Diego, CA
- Vishal
Patel, August 2010, Sparse and Redundant Representations for Inverse
Problems and Recognition, Assistant Research
scientist, UMIACS, UMD.
- Mohamed
F. Abdelkader, August 2010, Activity Representation from video Using
Statistical Models on Shape Manifolds, Asst. Professor,
Suez-Canal University, Egypt.
- Ruonan
Li, August 2011, Segmentation, Recognition and Alignment of
Collaborative Group Motion, Post doctoral researcher, Harvard
University, Boston, MA.
- Raghuram
Gopalan, August 2011, Model-driven and Data-driven Approaches for some
Object Recognition Problems, Member of Technical Staff,
AT&T,
NJ.
- Kaushik
Mitra, August 2011, Statistical Models and Optimization Algorithms for
H-dimensional Computer Vision Problems, Post doc, Electrical
and
Computer Engineering, Rice University.
- Dikpal
Reddy, August 2011, Sparse Acquisition and Reconstruction for Some
Computer Vision Problems, Post doc, EECS, Univ. of
California,
Berkeley, CA.
- Ming
Yu Liu, December 2011, Discrete Optimization Methods for Image
Segmentation and Matching, Visiting Researcher, MERL, Boston,
MA.
- Nitesh
Shroff, August 2012, Efficient Sensing, Summarization and
Classification of Videos, Member of Technical Staff, Qualcomm,
San
Diego, CA.
- Qiang
Qiu, January 2013, Sparse Dictionary Learning and Domain
Adaptation for Face and Action Recognition, Postdoc, Duke University,
Durham, NC.
- Jaishanker
Pillai , March 2013, Learning Visual Classifiers from Limited Labeled
Images, Memebr of Technical Staff, A9 (Subsidiary of Amazon), Mountain
View, CA.
- Sima
Taheri, August 2013, Subspace Representations for Robust Face and
Facial Expression Recognition, Memebr of Technical Staff,
Digital Signal Corporation, Chantilly, VA.
- Hien
Nguyen, August 2013, Non-linear and Sparse Representations for
Multi-Modal Recognition, Considering offers.
- Yi-Chen
Chen, August 2013, Discriminative Learning and Recognition Using
Dictionaries, Interviewing for jobs in USA and Taiwan.
- Tao
Wu, August 2013, Dictionaries and Manifolds for Face
recognition across Illumination, Aging and Quantization, Member of
Technical Staff, Microsoft Research, Redmond, Seattle.
- Nazre Batool, December 2013, Modeling and Analysis of Wrinkles on Aging Human Faces, Post Doc., INRIA, Sophia-Antipolis, France.
- Dave Shaw, August 2014, Regularization Methods for High-dimensional Inference, Post Doc., CMU, Pittsburgh, PA.
- Huy Tho Ho, August 2014, Face Recognition and Facial Semantic Analysis from Unconstrained Visual Data, Apple, Cupertino, CA.
- Sumit Shekhar, August 2014, Sparse Methods for Robust and Efficient Visual Recognition, Adobe, Bangalore, India.
- Garrett Warnell, August 2014, Adaptive Sensing and Processing for Some Computer Vision Problems, Army Research Laboratory, Adelphi, MD.
- Ming Du, Dec 2014, Recognition of Faces from Single and Multi-View Videos, A9, Palo Alto, CA.
- Ashish Srivastava, Dec 2014, Sparse Representation Discriminative Dictionaries and Projections for Visual Classification, Member of Technical Staff, VideoIQ, Boston, MA.
- Jie Ni, May 2015, Restoration and Domain Adapatation for Unconstrained Face Recognition.
- Kaustav Nandy, May 2015, Segmentation and Informatics in Multi-dimensions; Fluorescence Optical Microscopy Images (Scientist, Leidos Corporation, Frederick, MD).
- Jingjing Zheng, Dec. 2015, Domain Transfer Learning for Object and Action Recognition (GE Global, Schenectady, NY).
- Xavier Gibert Serra, May 2016 (Successfully defended on 11/18/2015), Anomaly Detection in Noisy Images (Google, Mountain View, CA).
- Kota Hara, Dec 2016 (Successfully defended on 08/08/2016), Deep Neural Networks and Regression Models for Object Detection and Pose Estimation, Apple, CA.
- Raviteja Vemulapalli, Dec 2016 (Successfully defended on 08/08/2016), Geometric Representations and Deep Gaussian Conditional Random Field Networks for Computer Vision, Research Scientist, Google, Seattle.
- Ching-Hui Chen, Tracking and Recognition in a Camera Network.
- Chris Reale, Heterogenous Face Recognition.
- Jun-Cheng Chen (Successfully defended in 12/2016), Robust Representations for Unconstrained Face Verification and Its Applications ( Research associate, University of Maryland)
- Heng Zhang Active Authentication
- Mohammed E. Fathy Salem (Successfully defended on 01/16/2018), Sparse Representations and Feature Learning for Image Set Classification and Correspondence Estimation (Google, Inc, Mountain View, CA)
- Maya Kabkab (Successfully defended on 03/14/2018), Learning Along the Edge of Deep Neural Networks (Waymo (affiliated to Google) Mountain View, CA)
- Emily Hand (Successfully defended on 05/18/2018), Learning Explainable Facial Features from Noisy Unconstrained Visual Data (Asst. Professor at University of Nevada, Reno)
- Swami Sankaranarayanan (Successfully defended on 06/07/2018), Towards Robust and Domain Invariant Feature Representations in Deep Learning (Butterfly Network, NYC)
- Pouya Samangouei (Successfully defended on 24/07/2018), Machine Learning of Facial Attributes using Explainable, Secure, and Generative Adversarial Networks (Butterfly Network, NYC)
- Upal Mahbub (Successfully defended on 08/14/2018), Multi-Modal Active Authentication of Smartphone Users (Qualcomm Inc, San Diego)
Graduated M.S. Students and Thesis Topics
- Y.
Lau, 1992 Computation
of Optic Flow and Depth with Known Motion.
- G. Cheesman, 1992 Classification of Millimeter
Wave Radar Signatures.
- H. Singh, 1992 An Improved Algorithm for
Shape form Shading
(Aware Inc, MA).
- V.
Sabio, 1993 Target
Recognition in Ultrawide Band Images (SAIC, Arlington, VA).
- S.
Sirohey, 1993
Segmentation and Recognition of Faces (General Electrical, Chicago).
- D.
Wason, 1994 Enhancement
and Minutiae Detection in Fingerprints. (SAIC, VA).
- R.
Parulekar, 1995 Parallel
Algorithms for Classification of Remotely Sensed Imagery (Shearson-Lehman).
- S.
Balakrisky, 1995 Performance
Characterization of Image Stabilization Algorithms (National Institute of Standards and
Technology).
- C.
Stevens, 1997, Enhancement
and Matching of Fingerprints ( LNK Corporation, MD).
- H.
Mahmood, 1999, Active
Vision for LADAR ATR (Wireless Company in S. Carolina).
- D.
Ayers, 2000, Activity
Monitoring in Video (SAIC, MD).
- H.
Gupta, 3-D Face
Modeling Using Contours, (Object Video, VA).
- Francesc,
Frigole-Roma, Image Stabilization for Unmanned Air Vehicles.
- Marty,
Ballcells-Capellades, Video Activity Analysis.
- T. Yamamoto, 3-D Motion Analysis for
Sports Video (Hitachi, Japan)U. Akdemir, Ontology for Activity
Modeling (Technical Staff Siemens Corporate Research, Princeton, NJ).
- U.
Akdemir, Ontology for Activity Modeling (Technical Staff Siemens
Corporate
Research, Princeton, NJ)
- A.
Trias, Processing Aerial Images (Engineer, SET Corporation, MD).
- K.
Nandy, Simulation of Human Movement (Engineer, National Cancer
Institute, Frederic, MD).
- G.
Rosenbush, Detection of Unattended Packages Using Attributed Grammars
(SET Corporation, Greenbelt, MD).
- P. Vageeswaran, 2013, Blur and Illumination-Robust Face Recognition via Set Theoretic Characterization.
- Ankit Jain, 2013, Watch-List Based Classification System (Bloomberg, NY).
- Alex Krishnan Cramer (NASA Goddard, Greenbelt, MD).
- Kang-Hao Peng.
- Sayantan Sarkar, 2018
- Sriram Vasudevan, 2018
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