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Research Output 2004 2019

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Article
2019

An optical flow-based approach for minimally divergent velocimetry data interpolation

Kanberoglu, B., Das, D., Nair, P., Turaga, P. & Frakes, D., Jan 1 2019, In : International Journal of Biomedical Imaging. 2019, 9435163.

Research output: Contribution to journalArticle

Open Access
Rheology
Anisotropy

Reconstruction-Free Compressive Vision for Surveillance Applications

Braun, H., Turaga, P., Spanias, A., Katoch, S., Jayasuriya, S. & Tepedelenlioglu, C., Jan 1 2019, In : Synthesis Lectures on Signal Processing. 14, 1, p. 1-100 100 p.

Research output: Contribution to journalArticle

Compressed sensing
Computer vision
Magnetic resonance
Imaging systems
Navigation
2018
4 Citations (Scopus)

Representation, analysis, and recognition of 3D humans: A survey

Berretti, S., Daoudi, M., Turaga, P. & Basu, A., Feb 1 2018, In : ACM Transactions on Multimedia Computing, Communications and Applications. 14, 1s, A16.

Research output: Contribution to journalArticle

Taxonomies
Computer vision
2017
12 Citations (Scopus)

Elastic Functional Coding of Riemannian Trajectories

Anirudh, R., Turaga, P., Su, J. & Srivastava, A., May 1 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 5, p. 922-936 15 p., 7466117.

Research output: Contribution to journalArticle

Coding
Trajectories
Trajectory
Square root
Velocity Field
2016
3 Citations (Scopus)

Component-level tuning of kinematic features from composite therapist impressions of movement quality

Venkataraman, V., Turaga, P., Baran, M., Lehrer, N., Du, T., Cheng, L., Rikakis, T. & Wolf, S. L., Jan 1 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 1, p. 143-152 10 p., 6967759.

Research output: Contribution to journalArticle

Wrist
Biomechanical Phenomena
Kinematics
Tuning
Patient rehabilitation
6 Citations (Scopus)

Enhanced Compressive Imaging Using Model-Based Acquisition: Smarter sampling by incorporating domain knowledge

Sankaranarayanan, A. C., Herman, M. A., Turaga, P. & Kelly, K. F., Sep 1 2016, In : IEEE Signal Processing Magazine. 33, 5, p. 81-94 14 p., 7560024.

Research output: Contribution to journalArticle

Domain Knowledge
Imaging
Model-based
Sampling
Imaging techniques
4 Citations (Scopus)

Geometry-Based Symbolic Approximation for Fast Sequence Matching on Manifolds

Anirudh, R. & Turaga, P., Jan 1 2016, In : International Journal of Computer Vision. 116, 2, p. 161-173 13 p.

Research output: Contribution to journalArticle

Geometry
Real time systems
Agglomeration
Textures
Bandwidth
15 Citations (Scopus)

Reconstruction-Free Action Inference from Compressive Imagers

Kulkarni, K. & Turaga, P., Apr 1 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 4, p. 772-784 13 p., 7208864.

Research output: Contribution to journalArticle

Free Action
Imager
Image sensors
Cameras
Action Recognition
11 Citations (Scopus)

Shape Distributions of Nonlinear Dynamical Systems for Video-Based Inference

Venkataraman, V. & Turaga, P., Dec 1 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2531-2543 13 p., 7415965.

Research output: Contribution to journalArticle

Nonlinear dynamical systems
Nonlinear Dynamical Systems
Time series
Motion Capture
Gesture recognition
2015
3 Citations (Scopus)

Discriminative feature learning from big data for visual recognition

Jiang, Z., Lin, Z., Ling, H., Porikli, F., Shao, L. & Turaga, P., Oct 1 2015, In : Pattern Recognition. 48, 10, p. 2961-2963 3 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Interdisciplinary concepts for Design and Implementation of mixed reality interactive Neurorehabilitation systems for stroke

Baran, M., Lehrer, N., Duff, M., Venkataraman, V., Turaga, P., Ingalls, T., Rymer, W. Z., Wolf, S. L. & Rikakis, T., Mar 1 2015, In : Physical Therapy. 95, 3, p. 449-460 12 p.

Research output: Contribution to journalArticle

Stroke
Neurological Rehabilitation
Physical Therapists
Therapeutics
Art
2014
Decision Trees
Decision trees
Patient rehabilitation
Rehabilitation
Physical Therapists
3 Citations (Scopus)

Differential geometric representations and algorithms for some pattern recognition and computer vision problems

Li, R., Turaga, P., Srivastava, A. & Chellappa, R., Jul 1 2014, In : Pattern Recognition Letters. 43, 1, p. 3-16 14 p.

Research output: Contribution to journalArticle

Computer vision
Pattern recognition
Geometry
Parameterization
Face recognition
11 Citations (Scopus)

Image understanding using sparse representations

Thiagarajan, J. J., Ramamurthy, K. N., Turaga, P. & Spanias, A., Apr 24 2014, In : Synthesis Lectures on Image, Video, and Multimedia Processing. 15, p. 1-120 120 p.

Research output: Contribution to journalArticle

Image understanding
dictionaries
Compressed sensing
learning
computer vision
2013
19 Citations (Scopus)

Compressive acquisition of linear dynamical systems

Sankaranarayanan, A. C., Turaga, P., Chellappa, R. & Baraniuk, R. G., Oct 22 2013, In : SIAM Journal on Imaging Sciences. 6, 4, p. 2109-2133 25 p.

Research output: Contribution to journalArticle

Linear Dynamical Systems
Compressive Sensing
Dynamical systems
Recovery
Time-varying Parameters

Statistical methods on special manifolds for image and video understanding

Turaga, P., Chellappa, R. & Srivastava, A., 2013, In : Handbook of Statistics. 31, p. 179-201 23 p.

Research output: Contribution to journalArticle

Statistical method
Statistical methods
Gesture recognition
Geometry
Differential Geometry
2012
46 Citations (Scopus)

A blur-robust descriptor with applications to face recognition

Gopalan, R., Taheri, S., Turaga, P. & Chellappa, R., 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 6, p. 1220-1226 7 p., 6127874.

Research output: Contribution to journalArticle

Face recognition
Face Recognition
Convolution
Descriptors
Image processing
53 Citations (Scopus)

Age estimation and face verification across aging using landmarks

Wu, T., Turaga, P. & Chellappa, R., 2012, In : IEEE Transactions on Information Forensics and Security. 7, 6, p. 1780-1788 9 p., 6272347.

Research output: Contribution to journalArticle

Aging of materials
Textures
Geometry
Classifiers
Fusion reactions
23 Citations (Scopus)

On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition

Srivastava, A., Turaga, P. & Kurtek, S., Jun 2012, In : Image and Vision Computing. 30, 6-7, p. 398-416 19 p.

Research output: Contribution to journalArticle

Statistics
Geometry
Biometrics
2011
16 Citations (Scopus)

Diamond sentry: Integrating sensors and cameras for real-time monitoring of indoor spaces

Turaga, P. & Ivanov, Y. A., 2011, In : IEEE Sensors Journal. 11, 3, p. 593-602 10 p., 5483195.

Research output: Contribution to journalArticle

Diamonds
Cameras
diamonds
cameras
video data
16 Citations (Scopus)

Example-driven manifold priors for image deconvolution

Ni, J., Turaga, P., Patel, V. M. & Chellappa, R., Nov 2011, In : IEEE Transactions on Image Processing. 20, 11, p. 3086-3096 11 p., 5753939.

Research output: Contribution to journalArticle

Deconvolution
Image reconstruction
Experiments
212 Citations (Scopus)

Statistical computations on grassmann and stiefel manifolds for image and video-based recognition

Turaga, P., Veeraraghavan, A., Srivastava, A. & Chellappa, R., 2011, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 11, p. 2273-2286 14 p., 5740915.

Research output: Contribution to journalArticle

Stiefel Manifold
Grassmann Manifold
Subspace
Geometry
Object recognition
2010
7 Citations (Scopus)

Advances in Video-Based Human Activity Analysis: Challenges and Approaches

Turaga, P., Chellappa, R. & Veeraraghavan, A., Jan 1 2010, In : Advances in Computers. 80, C, p. 237-290 54 p.

Research output: Contribution to journalArticle

Invariance
Computer vision
Cameras
30 Citations (Scopus)

Video prcis: Highlighting diverse aspects of videos

Shroff, N., Turaga, P. & Chellappa, R., Dec 2010, In : IEEE Transactions on Multimedia. 12, 8, p. 853-868 16 p., 5510158.

Research output: Contribution to journalArticle

Cost functions
Combinatorial optimization
Experiments
2009
9 Citations (Scopus)

Modeling and visualization of human activities for multicamera networks

Sankaranarayanan, A. C., Patro, R., Turaga, P., Varshney, A. & Chellappa, R., 2009, In : Eurasip Journal on Image and Video Processing. 2009, 259860.

Research output: Contribution to journalArticle

Visualization
Lighting
Cameras
Display devices
Trajectories
8 Citations (Scopus)

Statistical methods and models for video-based tracking, modeling, and recognition

Chellappa, R., Sankaranarayanan, A. C., Veeraraghavan, A. & Turaga, P., 2009, In : Foundations and Trends in Signal Processing. 3, 1-2, p. 1-151 151 p.

Research output: Contribution to journalArticle

Computer vision
Statistical methods
Imaging techniques
Geometry
Materials properties
33 Citations (Scopus)

Unsupervised view and rate invariant clustering of video sequences

Turaga, P., Veeraraghavan, A. & Chellappa, R., Mar 2009, In : Computer Vision and Image Understanding. 113, 3, p. 353-371 19 p.

Research output: Contribution to journalArticle

Invariance
Luminance
Dynamical systems
Textures
Cameras
2008
28 Citations (Scopus)

A constrained probabilistic Petri net framework for human activity detection in video

Albanese, M., Chellappa, R., Moscato, V., Picariello, A., Subrahmanian, V. S., Turaga, P. & Udrea, O., Oct 2008, In : IEEE Transactions on Multimedia. 10, 6, p. 982-986 5 p., 4657459.

Research output: Contribution to journalArticle

Petri nets
Parking
Airports
Identification (control systems)
Processing
46 Citations (Scopus)

A constrained probabilistic Petri Net framework for human activity detection in video

Albanese, M., Chellappa, R., Moscato, V., Picariello, A., Subrahmanian, V. S., Turaga, P. & Udrea, O., Dec 2008, In : IEEE Transactions on Multimedia. 10, 8, p. 1429-1443 15 p., 4694845.

Research output: Contribution to journalArticle

Petri nets
Parking
Airports
Identification (control systems)
Processing
932 Citations (Scopus)

Machine recognition of human activities: A survey

Turaga, P., Chellappa, R., Subrahmanian, V. S. & Udrea, O., Nov 2008, In : IEEE Transactions on Circuits and Systems for Video Technology. 18, 11, p. 1473-1488 16 p., 4633644.

Research output: Contribution to journalArticle

Processing
Video cameras
Explosions
Semantics