Prakash Ishwar

According to our database1, Prakash Ishwar authored at least 126 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames.
CoRR, 2020

BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Cyclically-Trained Adversarial Network for Invariant Representation Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Multi-Label and Multilingual News Framing Analysis.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Emerging NUI-Based Methods for User Authentication: A New Taxonomy and Survey.
IEEE Trans. Biom. Behav. Identity Sci., 2019

A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos.
CoRR, 2019

BUOCA: Budget-Optimized Crowd Worker Allocation.
CoRR, 2019

Vae/Wgan-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

CNN-Based Indoor Occupant Localization via Active Scene Illumination.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Supervised People Counting Using An Overhead Fisheye Camera.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Privacy-Preserving Adversarial Networks.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Collaborative Privacy for Web Applications.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
When Less is Better: A Summarization Technique that Enhances Clinical Effectiveness of Data.
Proceedings of the 2018 International Conference on Digital Health, 2018

Privacy-Preserving Indoor Localization via Active Scene Illumination.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Node Embedding via Word Embedding for Network Community Discovery.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Privacy-Utility Tradeoffs under Constrained Data Release Mechanisms.
CoRR, 2017

Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Privacy-preserving indoor localization via light transport analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

On methods for privacy-preserving energy disaggregation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Node embedding for network community discovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A Provably Efficient Algorithm for Separable Topic Discovery.
IEEE J. Sel. Top. Signal Process., 2016

Estimating head pose orientation using extremely low resolution images.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

On privacy-utility tradeoffs for constrained data release mechanisms.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Privacy-preserving, indoor occupant localization using a network of single-pixel sensors.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015
Learning-Based Object Identification and Segmentation Using Dual-Energy CT Images for Security.
IEEE Trans. Image Process., 2015

Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery.
CoRR, 2015

Learning Mixed Membership Mallows Models from Pairwise Comparisons.
CoRR, 2015

Most large topic models are approximately separable.
Proceedings of the 2015 Information Theory and Applications Workshop, 2015

Leveraging shape and depth in user authentication from in-air hand gestures.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Towards privacy-preserving recognition of human activities.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning shared rankings from mixtures of noisy pairwise comparisons.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

A Topic Modeling Approach to Ranking.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
A Novel Video Dataset for Change Detection Benchmarking.
IEEE Trans. Image Process., 2014

Secure Two-Party Sampling Primitives are either Useless or Complete.
CoRR, 2014

A note on the sum-rate-distortion function of some lossy source coding problems involving infinite-valued distortion functions.
CoRR, 2014

An elementary completeness proof for secure two-party computation primitives.
Proceedings of the 2014 IEEE Information Theory Workshop, 2014

The value of posture, build and dynamics in gesture-based user authentication.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Structure-preserving dual-energy CT for luggage screening.
Proceedings of the IEEE International Conference on Acoustics, 2014

Sensing-aware kernel SVM.
Proceedings of the IEEE International Conference on Acoustics, 2014

The Value of Multiple Viewpoints in Gesture-Based User Authentication.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

CDnet 2014: An Expanded Change Detection Benchmark Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Joint metal artifact reduction and material discrimination in X-ray CT using a learning-based graph-cut method.
Proceedings of the Computational Imaging XII, 2014

Silhouettes versus skeletons in gesture-based authentication with Kinect.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Efficient Distributed Topic Modeling with Provable Guarantees.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
The Infinite-Message Limit of Two-Terminal Interactive Source Coding.
IEEE Trans. Inf. Theory, 2013

Learning-Based, Automatic 2D-to-3D Image and Video Conversion.
IEEE Trans. Image Process., 2013

Action Recognition From Video Using Feature Covariance Matrices.
IEEE Trans. Image Process., 2013

Secure Biometrics: Concepts, Authentication Architectures, and Challenges.
IEEE Signal Process. Mag., 2013

Necessary and Sufficient Conditions for Novel Word Detection in Separable Topic Models.
CoRR, 2013

An impossibility result for high dimensional supervised learning.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Information-theoretically secure three-party computation with One corrupted party.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Topic Discovery through Data Dependent and Random Projections.
Proceedings of the 30th International Conference on Machine Learning, 2013

Dynamic time warping for gesture-based user identification and authentication with Kinect.
Proceedings of the IEEE International Conference on Acoustics, 2013

A new geometric approach to latent topic modeling and discovery.
Proceedings of the IEEE International Conference on Acoustics, 2013

On unconditionally secure multiparty computation for realizing correlated equilibria in games.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Dynamic topic discovery through sequential projections.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Interactive Source Coding for Function Computation in Collocated Networks.
IEEE Trans. Inf. Theory, 2012

Erratum to "On Delayed Sequential Coding of Correlated Sources".
IEEE Trans. Inf. Theory, 2012

A Theoretical Analysis of Authentication, Privacy, and Reusability Across Secure Biometric Systems.
IEEE Trans. Inf. Forensics Secur., 2012

Information-Theoretically Secure Three-Party Computation with One Active Adversary
CoRR, 2012

Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

A gesture-driven computer interface using Kinect.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Coherent image selection using a fast approximation to the generalized traveling salesman problem.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2D-to-3D image conversion by learning depth from examples.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Changedetection.net: A new change detection benchmark dataset.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Towards Gesture-Based User Authentication.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Some Results on Distributed Source Coding for Interactive Function Computation.
IEEE Trans. Inf. Theory, 2011

On Delayed Sequential Coding of Correlated Sources.
IEEE Trans. Inf. Theory, 2011

High-Resolution Distributed Sampling of Bandlimited Fields With Low-Precision Sensors.
IEEE Trans. Inf. Theory, 2011

An information-theoretic analysis of revocability and reusability in secure biometrics.
Proceedings of the Information Theory and Applications Workshop, 2011

On unconditionally secure multi-party sampling from scratch1.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Sensing-aware classification with high-dimensional data.
Proceedings of the IEEE International Conference on Acoustics, 2011

A learning-based approach to explosives detection using Multi-Energy X-Ray Computed Tomography.
Proceedings of the IEEE International Conference on Acoustics, 2011

Image saliency: From intrinsic to extrinsic context.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Classification-aware dimensionality reduction methods for explosives detection using multi-energy x-ray computed tomography.
Proceedings of the Computational Imaging IX, 2011

Sensing structure in learning-based binary classification of high-dimensional data.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Dithered A/D conversion of smooth non-bandlimited signals.
IEEE Trans. Signal Process., 2010

On Unconditionally Secure Computation with Vanishing Communication Cost
CoRR, 2010

Infinite-message interactive function computation in collocated networks.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Interaction strictly improves the Wyner-Ziv rate-distortion function.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Action change detection in video by covariance matching of silhouette tunnels.
Proceedings of the IEEE International Conference on Acoustics, 2010

Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Distributed Field Estimation With Randomly Deployed, Noisy, Binary Sensors.
IEEE Trans. Signal Process., 2009

Field estimation from randomly located binary noisy sensors.
IEEE Trans. Inf. Theory, 2009

Video Condensation by Ribbon Carving.
IEEE Trans. Image Process., 2009

Infinite-message Distributed Source Coding for Two-terminal Interactive Computing
CoRR, 2009

Action Recognition in Video by Covariance Matching of Silhouette Tunnels.
Proceedings of the SIBGRAPI 2009, 2009

Bootstrapped oblivious transfer and secure two-party function computation.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Information-theoretic bounds for multiround function computation in collocated networks.
Proceedings of the IEEE International Symposium on Information Theory, 2009

2008
One-Bit Distributed Sensing and Coding for Field Estimation in Sensor Networks.
IEEE Trans. Signal Process., 2008

Error-Tolerant SRAM Design for Ultra-Low Power Standby Operation.
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Fundamental Data Retention Limits in SRAM Standby Experimental Results.
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Two-terminal distributed source coding with alternating messages for function computation.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007
Delayed Sequential Coding of Correlated Sources
CoRR, 2007

On Non-Parametric Field Estimation using Randomly Deployed, Noisy, Binary Sensors.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Benefit of Delay on the Diversity-Multiplexing Tradeoffs of MIMO Channels with Partial CSI.
Proceedings of the IEEE International Symposium on Information Theory, 2007

The Value of Frame-Delays in the Sequential Coding of Correlated Sources.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Fundamental Redundancy Versus Power Trade-Off in Standby SRAM.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
On Source Encoding with Side-information Under Ambiguous State of Nature.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
On the Existence and Characterization of the Maxent Distribution Under General Moment Inequality Constraints.
IEEE Trans. Inf. Theory, 2005

On rate-constrained distributed estimation in unreliable sensor networks.
IEEE J. Sel. Areas Commun., 2005

An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography.
Proceedings of the Information Hiding, 7th International Workshop, 2005

Complexity/performance trade-offs for robust distributed video coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
On compressing encrypted data.
IEEE Trans. Signal Process., 2004

Compressing encrypted sources using side-information coding.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

On distributed sampling of smooth non-bandlimited fields.
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

On decoder-latency versus performance tradeoffs in differential predictive coding.
Proceedings of the 2004 International Conference on Image Processing, 2004

On distributed sampling of bandlimited and non-bandlimited sensor fields.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
On the equivalence of set-theoretic and maxent MAP estimation.
IEEE Trans. Signal Process., 2003

On Rate-Constrained Estimation in Unreliable Sensor Networks.
Proceedings of the Information Processing in Sensor Networks, 2003

Distributed Sampling for Dense Sensor Networks: A "Bit-Conservation Principle".
Proceedings of the Information Processing in Sensor Networks, 2003

Towards a theory for video coding using distributed compression principles.
Proceedings of the 2003 International Conference on Image Processing, 2003

2000
On spatial adaptation of motion-field smoothness in video coding.
IEEE Trans. Circuits Syst. Video Technol., 2000

Shift Invariant Restoration - an Overcomplete Maxent Map Framework.
Proceedings of the 2000 International Conference on Image Processing, 2000

Fundamental equivalences between set-theoretic and maximum-entropy methods in multiple-domain image restoration.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Segmentation Based Denoising Using Multiple Compaction Domains.
Proceedings of the 1999 International Conference on Image Processing, 1999

Multiple-Domain Image Modeling and Restoration.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Image denoising using multiple compaction domains.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Switched control grid interpolation for motion compensated video coding.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997


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