Pavan K. Turaga
Orcid: 0000-0002-5263-5943Affiliations:
- Arizona State University, Tempe, AZ, USA
According to our database1,
Pavan K. Turaga
authored at least 144 papers
between 2007 and 2024.
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Bibliography
2024
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks.
CoRR, 2024
2023
Best Paper Section IEEE International Conference on Automatic Face and Gesture Recognition 2021.
IEEE Trans. Biom. Behav. Identity Sci., July, 2023
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data.
IEEE Trans. Instrum. Meas., 2023
Neurocomputing, 2023
CoRR, 2023
The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation.
IEEE Access, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data.
IEEE Internet Things J., 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
Proceedings of the Asian Conference on Machine Learning, 2022
2021
Towards Conditional Generation of Minimal Action Potential Pathways for Molecular Dynamics.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
2020
Synthesis Lectures on Power Electronics, Morgan & Claypool Publishers, ISBN: 978-3-031-02505-1, 2020
A Framework for Interpretable Full-Body Kinematic Description Using Geometric and Functional Analysis.
IEEE Trans. Biomed. Eng., 2020
Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification.
CoRR, 2020
CoRR, 2020
New Investment of Innovative Design of the Future Workstation: Advancing Sedentary Work Behavior.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications III, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinson's Disease Classification of Gait Patterns.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Topological Descriptors for Parkinson's Disease Classification and Regression Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Advances in Artificial Intelligence, Software and Systems Engineering, 2020
2019
Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02541-9, 2019
An Optical Flow-Based Approach for Minimally Divergent Velocimetry Data Interpolation.
Int. J. Biomed. Imaging, 2019
Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning.
CoRR, 2019
Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning.
CoRR, 2019
CoRR, 2019
Formation-aware Cloud Segmentation of Ground-based Images with Applications to PV Systems.
Proceedings of the 10th International Conference on Information, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Frontiers in Education Conference, 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
PrOSe: Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
ACM Trans. Multim. Comput. Commun. Appl., 2018
Introduction to the Special Issue on Representation, Analysis, and Recognition of 3D Humans.
ACM Trans. Multim. Comput. Commun. Appl., 2018
Convolutional Neural Networks for Noniterative Reconstruction of Compressively Sensed Images.
IEEE Trans. Computational Imaging, 2018
Tracking, Animating, and 3D Printing Elements of the Fine Arts Freehand Drawing Process.
Proceedings of the Twelfth International Conference on Tangible, 2018
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018
Shading prediction, fault detection, and consensus estimation for solar array control.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Temporal Alignment Improves Feature Quality: An Experiment on Activity Recognition With Accelerometer Data.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Int. J. Monit. Surveillance Technol. Res., 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images.
CoRR, 2017
Proceedings of the 8th International Conference on Information, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Multiscale evolution of attractor-shape descriptors for assessing Parkinson's disease severity.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Optimization Problems Associated with Manifold-Valued Curves with Applications in Computer Vision.
Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017
2016
Component-Level Tuning of Kinematic Features From Composite Therapist Impressions of Movement Quality.
IEEE J. Biomed. Health Informatics, 2016
Enhanced Compressive Imaging Using Model-Based Acquisition: Smarter sampling by incorporating domain knowledge.
IEEE Signal Process. Mag., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Int. J. Comput. Vis., 2016
ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements.
CoRR, 2016
Proceedings of the 3rd International Symposium on Movement and Computing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A statistical estimation framework for energy expenditure of physical activities from a wrist-worn accelerometer.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Attractor-shape descriptors for balance impairment assessment in Parkinson's disease.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Measurements.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
Ceding Control: Empowering Remote Participants in Meetings involving Smart Conference Rooms.
Proceedings of the Symbiotic Cognitive Systems, 2016
2015
Pattern Recognit., 2015
Proceedings of the 2nd International Workshop on Movement and Computing, 2015
Proceedings of the 2015 Data Compression Conference, 2015
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
2014
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02250-0, 2014
Differential geometric representations and algorithms for some pattern recognition and computer vision problems.
Pattern Recognit. Lett., 2014
Geometry-based Adaptive Symbolic Approximation for Fast Sequence Matching on Manifolds: Applications to Activity Analysis.
CoRR, 2014
Interactively test driving an object detector: Estimating performance on unlabeled data.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Decision support for stroke rehabilitation therapy via describable attribute-based decision trees.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
A heterogeneous dictionary model for representation and recognition of human actions.
Proceedings of the IEEE International Conference on Acoustics, 2013
Attractor-Shape for Dynamical Analysis of Human Movement: Applications in Stroke Rehabilitation and Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
IEEE Trans. Inf. Forensics Secur., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition.
Image Vis. Comput., 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
IEEE Trans. Image Process., 2011
Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011
2010
Proceedings of the Video Search and Mining, 2010
Adv. Comput., 2010
Nearest-neighbor search algorithms on non-Euclidean manifolds for computer vision applications.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Statistical and Geometric Modeling of Spatio-Temporal Patterns for Video Understanding.
PhD thesis, 2009
Found. Trends Signal Process., 2009
EURASIP J. Image Video Process., 2009
Comput. Vis. Image Underst., 2009
Locally time-invariant models of human activities using trajectories on the grassmannian.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the Handbook of Remote Biometrics, 2009
2008
IEEE Trans. Circuits Syst. Video Technol., 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the International Conference on Image Processing, 2008
Statistical analysis on Stiefel and Grassmann manifolds with applications in computer vision.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
From Videos to Verbs: Mining Videos for Activities using a Cascade of Dynamical Systems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007