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Research Output 2004 2019

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

Multiple Subspace Alignment Improves Domain Adaptation

Thopalli, K., Anirudh, R., Thiagarajan, J. J. & Turaga, P., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3552-3556 5 p. 8682420. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Geometry

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
8 Citations (Scopus)

A cyber-physical system approach for photovoltaic array monitoring and control

Rao, S., Katoch, S., Turaga, P., Spanias, A., Tepedelenlioglu, C., Ayyanar, R., Braun, H., Lee, J., Shanthamallu, U., Banavar, M. & Srinivasan, D., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
monitoring
Monitoring
renewable energy
learning method
2 Citations (Scopus)

CS-VQA: Visual Question Answering with Compressively Sensed Images

Huang, L. C., Kulkarni, K., Jha, A., Lohit, S., Jayasuriya, S. & Turaga, P., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 1283-1287 5 p. 8451445. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network architecture
Pipelines
Semantics
Degradation
Processing
2 Citations (Scopus)

Fast Non-Linear Methods for Dynamic Texture Prediction

Katoch, S., Turaga, P., Spanias, A. & Tepedelenlioglu, C., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 2107-2111 5 p. 8451479. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Vector spaces
Time series
Experiments
4 Citations (Scopus)

Introduction to the special issue on representation, analysis, and recognition of 3D humans

Berretti, S., Daoudi, M., Turaga, P. & Basu, A., Feb 1 2018, In : ACM Transactions on Multimedia Computing, Communications and Applications. 14, 1s, 15.

Research output: Contribution to journalEditorial

Learning Invariant Riemannian Geometric Representations Using Deep Nets

Lohit, S. & Turaga, P., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1329-1338 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Geometry
Learning systems
Image classification
Vector spaces
Invariance
1 Citation (Scopus)

Multiscale evolution of attractor-shape descriptors for assessing Parkinson's disease severity

Som, A., Krishnamurthi, N., Venkataraman, V., Ramamurthy, K. N. & Turaga, P., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 938-942 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time delay
Dynamical systems

Perturbation robust representations of topological persistence diagrams

Som, A., Thopalli, K., Ramamurthy, K. N., Venkataraman, V., Shukla, A. & Turaga, P., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 638-659 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shape Analysis
Invariance
Persistence
Learning systems
Machine Learning

Predicting dynamical evolution of human activities from a single image

Lohit, S., Bansal, A., Shroff, N., Pillai, J., Turaga, P. & Chellappa, R., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, Vol. 2018-June. p. 496-505 10 p. 8575541

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer vision
Trajectories
Experiments
5 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
7 Citations (Scopus)

Shading prediction, fault detection, and consensus estimation for solar array control

Katoch, S., Muniraju, G., Rao, S., Spanias, A., Turaga, P., Tepedelenlioglu, C., Banavar, M. & Srinivasan, D., Jun 15 2018, Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 217-222 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shading
Fault Detection
Fault detection
Fusion reactions
Prediction

Temporal alignment improves feature quality: An experiment on activity recognition with accelerometer data

Choi, H., Wang, Q., Toledo, M., Turaga, P., Buman, M. & Srivastava, A., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, Vol. 2018-June. p. 462-470 9 p. 8575537

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Accelerometers
Pipelines
Functional analysis
Human computer interaction
Learning systems
2 Citations (Scopus)

Tracking, animating, and 3D printing elements of the fine arts freehand drawing process

Fernando, P., Kuznetsov, A., Weiler, J. & Turaga, P., Mar 18 2018, TEI 2018 - Proceedings of the 12th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, Vol. 2018-January. p. 555-561 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Printing
2017
6 Citations (Scopus)

Compressive Light Field Reconstructions Using Deep Learning

Gupta, M., Jauhari, A., Kulkarni, K., Jayasuriya, S., Molnar, A. & Turaga, P., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 1277-1286 10 p. 8014902

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Deep learning
Sampling
Sensor arrays
Glossaries
3 Citations (Scopus)

Direct classification from compressively sensed images via deep Boltzmann machine

Braun, H., Turaga, P., Spanias, A. & Tepedelenlioglu, C., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 454-457 4 p. 7869080

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network layers
Backpropagation
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

Measuring Glide-Reflection Symmetry in Human Movements Using Elastic Shape Analysis

Wang, Q., Potaraju, C. & Turaga, P., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 709-716 8 p. 8014834

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient rehabilitation
Health
Feedback
Monitoring
Experiments

Optimization problems associated withmanifold-valued curves with applications in computer vision

Anirudh, R., Turaga, P. & Srivastava, A., Jan 1 2017, Handbook of Convex Optimization Methods in Imaging Science. Springer International Publishing, p. 207-228 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Computer vision
Trajectories
Geometry
Glossaries
Bandwidth
2016
3 Citations (Scopus)

A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams

Anirudh, R., Venkataraman, V., Ramamurthy, K. N. & Turaga, P., Dec 16 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 1023-1031 9 p. 7789622

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistical methods
Geometry
Probability density function
Machinery
3 Citations (Scopus)

A statistical estimation framework for energy expenditure of physical activities from a wrist-worn accelerometer

Wang, Q., Lohit, S., Toledo, M. J., Buman, M. & Turaga, P., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 2631-2635 5 p. 7591270

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wrist
Accelerometers
Energy Metabolism
Probability distributions
Classifiers
4 Citations (Scopus)

Attractor-shape descriptors for balance impairment assessment in Parkinson's disease

Som, A., Krishnamurthi, N., Venkataraman, V. & Turaga, P., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 3096-3100 5 p. 7591384

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parkinson Disease
Posture
Pressure
Datasets

Ceding control: Empowering remote participants in meetings involving smart conference rooms

Venkataraman, V., Lenchner, J., Trewin, S., Ashoori, M., Guo, S., Dholakia, M. & Turaga, P., 2016, WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. AI Access Foundation, Vol. WS-16-01 - WS-16-15. p. 772-776 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Remote control
Video conferencing
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
4 Citations (Scopus)

Consensus inference on mobile phone sensors for activity recognition

Songg, H., Thiagarajan, J. J., Ramamurthy, K. N., Spanias, A. & Turaga, P., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2294-2298 5 p. 7472086

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mobile phones
Sensors
Feature extraction
Classifiers
Fusion reactions
14 Citations (Scopus)

Direct inference on compressive measurements using convolutional neural networks

Lohit, S., Kulkarni, K. & Turaga, P., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 1913-1917 5 p. 7532691

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Pixels
Image recognition
Image sensors
Computer vision
4 Citations (Scopus)

Diversity promoting online sampling for streaming video summarization

Anirudh, R., Masroor, A. & Turaga, P., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 3329-3333 5 p. 7532976

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Video streaming
Sampling
Data storage equipment
Cost functions
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

Motion, Captured: An open repository for comparative movement studies

Iyengar, V., Coleman, G., Tinapple, D. & Turaga, P., Jul 5 2016, Proceedings of the 3rd International Symposium on Movement and Computing, MOCO 2016. Association for Computing Machinery, Vol. 05-06-July-2016. 17

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fruits
Refractory materials
Refining
5 Citations (Scopus)

Persistent homology of attractors for action recognition

Venkataraman, V., Ramamurthy, K. N. & Turaga, P., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 4150-4154 5 p. 7533141

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Data acquisition
Time delay
Dynamical systems
Experiments
99 Citations (Scopus)

Reconnet: Non-iterative reconstruction of images from compressively sensed measurements

Kulkarni, K., Lohit, S., Turaga, P., Kerviche, R. & Ashok, A., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 449-458 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network architecture
Image quality
Pixels
Cameras
Neural networks
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
3 Citations (Scopus)

Riemannian Geometric Approaches for Measuring Movement Quality

Som, A., Anirudh, R., Wang, Q. & Turaga, P., Dec 16 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 1005 1 p. 7789619

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Physical therapy
Feedback
Trajectories
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

43 Citations (Scopus)

Elastic functional coding of human actions: From vector-fields to latent variables

Anirudh, R., Turaga, P., Su, J. & Srivastava, A., Oct 14 2015, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, Vol. 07-12-June-2015. p. 3147-3155 9 p. 7298934

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Principal component analysis
Visualization
Invariance
Sampling

Geometric Compression of Orientation Signals for Fast Gesture Analysis

Sivakumar, A., Anirudh, R. & Turaga, P., Jul 2 2015, Data Compression Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 423-432 10 p. 7149299

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture recognition
Vector spaces
Data mining
Sensors
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
9 Citations (Scopus)

Reconstruction-free inference on compressive measurements

Lohit, S., Kulkarni, K., Turaga, P., Wang, J. & Sankaranarayanan, A. C., Oct 19 2015, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society, Vol. 2015-October. p. 16-24 9 p. 7301371

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Cameras
Pixels
Image reconstruction
Multiplexing
14 Citations (Scopus)

Riemannian computing in computer vision

Srivastava, A. & Turaga, P., Jan 1 2015, Springer International Publishing. 391 p.

Research output: Book/ReportBook

Activity Recognition
Face recognition
Face Recognition
Computer Vision
Computer vision

Towards realtime measurement of connectedness in human movement

Krzyzaniak, M., Anirudh, R., Venkataraman, V., Turaga, P. & Wei, S. X., Aug 14 2015, ACM International Conference Proceeding Series. Association for Computing Machinery, Vol. 14-15-August-2015. p. 120-123 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete cosine transforms
Sensors
Entropy
Experiments
Wearable sensors

Welcome to Riemannian Computing in Computer Vision

Srivastava, A. & Turaga, P., Jan 1 2015, Riemannian Computing in Computer Vision. Springer International Publishing, p. 1-18 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Computer Vision
Computer vision
Computing
Differential Geometry
Geometry
2014
Decision Trees
Decision trees
Patient rehabilitation
Rehabilitation
Physical Therapists
3 Citations (Scopus)

Decision support for stroke rehabilitation therapy via describable attribute-based decision trees

Venkataraman, V., Turaga, P., Lehrer, N., Baran, M., Rikakis, T. & Wolf, S. L., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3154-3159 6 p. 6944292

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
3 Citations (Scopus)

Direct tracking from compressive imagers: A proof of concept

Braun, H., Turaga, P. & Spanias, A., 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8139-8142 4 p. 6855187

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image sensors
Railroad cars
Infrared radiation
Imaging techniques
Wavelength
12 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
3 Citations (Scopus)

Interactively test driving an object detector: Estimating performance on unlabeled data

Anirudh, R. & Turaga, P., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. IEEE Computer Society, p. 175-182 8 p. 6836104

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detectors
Labeling
Testing