Prudhvi K. Gurram

Most-cited papers

Interpretability of deep learning models: A survey of results
Supriyo Chakraborty, Richard J. Tomsett, Ramya Raghavendra, Daniel Harborne +11 more
20172017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)480 citations Open access
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Sanity Checks for Saliency Metrics
Richard J. Tomsett, Daniel Harborne, Supriyo Chakraborty, Prudhvi K. Gurram +1 more
2019AAAI Conference on Artificial Intelligence225 citations Open access
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A Polarimetric Thermal Database for Face Recognition Research
Shuo-Wen Hu, Nathan J. Short, B. Riggan, Christopher Gordon +4 more
20162016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)76 citations
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Improving cross-modal face recognition using polarimetric imaging.
Nathan J. Short, Shuo-Wen Hu, Prudhvi K. Gurram, K. Gurton +1 more
2015Optics Letters44 citations
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Sparse Kernel-Based Hyperspectral Anomaly Detection
Prudhvi K. Gurram, H. Kwon, Timothy S. Han
2012IEEE Geoscience and Remote Sensing Letters42 citations
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Support-Vector-Based Hyperspectral Anomaly Detection Using Optimized Kernel Parameters
Prudhvi K. Gurram, H. Kwon
2011IEEE Geoscience and Remote Sensing Letters38 citations
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Contextual SVM Using Hilbert Space Embedding for Hyperspectral Classification
Prudhvi K. Gurram, H. Kwon
2013IEEE Geoscience and Remote Sensing Letters36 citations
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Sparse Kernel-Based Ensemble Learning With Fully Optimized Kernel Parameters for Hyperspectral Classification Problems
Prudhvi K. Gurram, H. Kwon
2013IEEE Transactions on Geoscience and Remote Sensing36 citations Open access
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Distributed Stochastic Gradient Descent with Event-Triggered Communication
Jemin George, Prudhvi K. Gurram
2020AAAI Conference on Artificial Intelligence33 citations Open access
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Vision-Based Gesture Recognition in Human-Robot Teams Using Synthetic Data
Celso de Melo, B. Rothrock, Prudhvi K. Gurram, Oytun Ulutan +1 more
2020IEEE/RJS International Conference on Intelligent RObots and Systems30 citations
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Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning
Richard J. Tomsett, Amy Widdicombe, Tianwei Xing, Supriyo Chakraborty +4 more
2018Fusion30 citations Open access
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3D Scene Reconstruction through a Fusion of Passive Video and Lidar Imagery
Prudhvi K. Gurram, S. Lach, E. Saber, H. Rhody +1 more
2007International Conference on Artificial Intelligence and Pattern Recognition30 citations
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Wasserstein Distance Based Domain Adaptation for Object Detection
Pengcheng Xu, Prudhvi K. Gurram, Gene T. Whipps, R. Chellappa
2019arXiv.org23 citations
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A Bayesian Theory of Change Detection in Statistically Periodic Random Processes
T. Banerjee, Prudhvi K. Gurram, Gene T. Whipps
2019IEEE Transactions on Information Theory21 citations Open access
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Sparse kernel learning-based feature selection for anomaly detection
Zhimin Peng, Prudhvi K. Gurram, H. Kwon, Wo-Tao Yin
2015IEEE Transactions on Aerospace and Electronic Systems21 citations
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Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning
Jemin George, Tao Yang, H. Bai, Prudhvi K. Gurram
2019IEEE Conference on Decision and Control19 citations Open access
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Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models
Liam Hiley, A. Preece, Y. Hicks, Supriyo Chakraborty +2 more
2020arXiv.org16 citations
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Distributed Deep Learning with Event-Triggered Communication
Jemin George, Prudhvi K. Gurram
2019arXiv.org16 citations
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Ensemble learning based on multiple kernel learning for hyperspectral chemical plume detection
Prudhvi K. Gurram, H. Kwon
2010Defense + Commercial Sensing16 citations
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Hierarchical Union-of-Subspaces Model for Human Activity Summarization
Tong Wu, Prudhvi K. Gurram, R. Rao, W. Bajwa
20152015 IEEE International Conference on Computer Vision Workshop (ICCVW)15 citations
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Sequential Event Detection Using Multimodal Data in Nonstationary Environments
T. Banerjee, Gene T. Whipps, Prudhvi K. Gurram, V. Tarokh
2018Fusion14 citations Open access
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Detection of Non-O157 Shiga Toxin-Producing Escherichia coli (STEC) Serogroups with Hyperspectral Microscope Imaging Technology
B. Park, W. R. Windham, S. Ladely, Prudhvi K. Gurram +5 more
201414 citations
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Exploiting polarization-state information for cross-spectrum face recognition
Nathan J. Short, Shuo-Wen Hu, Prudhvi K. Gurram, K. Gurton
20152015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS)13 citations
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Uniform grid upsampling of 3D lidar point cloud data
Prudhvi K. Gurram, Shuo-Wen Hu, A. Chan
2013Electronic imaging12 citations
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Optimal Sparse Kernel Learning in the Empirical Kernel Feature Space for Hyperspectral Classification
Prudhvi K. Gurram, H. Kwon
2012IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing11 citations
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Decentralized Langevin Dynamics for Bayesian Learning
Anjaly Parayil, H. Bai, Jemin George, Prudhvi K. Gurram
2020Neural Information Processing Systems10 citations
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CYCLOSTATIONARY STATISTICAL MODELS AND ALGORITHMS FOR ANOMALY DETECTION USING MULTI-MODAL DATA
T. Banerjee, Gene T. Whipps, Prudhvi K. Gurram, V. Tarokh
2018IEEE Global Conference on Signal and Information Processing10 citations Open access
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Coalition game theory based feature subset selection for hyperspectral image classification
Prudhvi K. Gurram, H. Kwon
20142014 IEEE Geoscience and Remote Sensing Symposium10 citations
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Classification of Shiga toxin-producing escherichia coli (STEC) serotypes with hyperspectral microscope imagery
B. Park, W. R. Windham, S. Ladely, Prudhvi K. Gurram +5 more
2012Defense + Commercial Sensing10 citations
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Algorithms for Multispectral and Hyperspectral Image Analysis
H. Kwon, Xiaofei Hu, J. Theiler, Alina Zare +1 more
2013Journal of Electrical and Computer Engineering9 citations Open access
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Optimal kernel bandwidth estimation for hyperspectral kernel-based anomaly detection
H. Kwon, Prudhvi K. Gurram
2010IEEE International Geoscience and Remote Sensing Symposium9 citations
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Generalized optimal Kernel-Based Ensemble Learning for hyperspectral classification problems
Prudhvi K. Gurram, H. Kwon
2011IEEE International Geoscience and Remote Sensing Symposium8 citations
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MWIR-to-Visible and LWIR-to-Visible Face Recognition Using Partial Least Squares and Dictionary Learning
Shuo-Wen Hu, Nathan J. Short, Prudhvi K. Gurram, K. Gurton +1 more
2016Face Recognition Across the Imaging Spectrum7 citations
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Coalition Game Theory-Based Feature Subspace Selection for Hyperspectral Classification
Prudhvi K. Gurram, H. Kwon, C. Davidson
2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing7 citations
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Bayesian Quickest Detection of Changes in Statistically Periodic Processes
T. Banerjee, Prudhvi K. Gurram, Gene T. Whipps
2019International Symposium on Information Theory6 citations
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Clustering-aware structure-constrained low-rank representation model for learning human action attributes
Tong Wu, Prudhvi K. Gurram, R. Rao, W. Bajwa
2016Image, Video, and Multidimensional Signal Processing Workshop6 citations
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Thermal-to-visible face recognition using multiple kernel learning
Shuo-Wen Hu, Prudhvi K. Gurram, H. Kwon, A. Chan
2014Defense + Security Symposium5 citations
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A Segment-Based Mesh Design for Building Parallel-Perspective Stereo Mosaics
Prudhvi K. Gurram, E. Saber, H. Rhody
2010IEEE Transactions on Geoscience and Remote Sensing5 citations
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Minimax asymptotically optimal quickest change detection for statistically periodic data
T. Banerjee, Prudhvi K. Gurram, Gene T. Whipps
2024Signal Processing4 citations Open access
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A hybrid CSVM-HMM model for acoustic signal classification using a tetrahedral sensor array
Hao Wu, Prudhvi K. Gurram, H. Kwon, S. Prasad
2014IEEE Sensors. Proceedings4 citations
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Extraction of digital elevation map from parallel-perspective stereo mosaics
Prudhvi K. Gurram, E. Saber, H. Rhody
2008Electronic imaging4 citations
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A novel triangulation method for building parallel-perspective stereo mosaics
Prudhvi K. Gurram, E. Saber, H. Rhody
2007Electronic imaging4 citations
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Comparison of 1-D, 2-D and 3-D Printer Calibration Algorithms with Printer Drift
Prudhvi K. Gurram, S. Dianat, L. Mestha, R. Bala
2005NIP & Digital Fabrication Conference4 citations
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Quickest Detection of Deviations from Periodic Statistical Behavior
T. Banerjee, Prudhvi K. Gurram, Gene T. Whipps
2018IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations Open access
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Shapely value based random subspace selection for hyperspectral image classification
Prudhvi K. Gurram, H. Kwon, C. Davidson
2015IEEE International Geoscience and Remote Sensing Symposium3 citations
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Optimal sparse kernel learning in the Empirical Kernel Feature Space for hyperspectral classification
Prudhvi K. Gurram, H. Kwon
2014Workshop on Hyperspectral Image and Signal Processing3 citations
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Contextual SVM for hyperspectral classification using Hilbert Space Embedding
Prudhvi K. Gurram, H. Kwon
2012IEEE International Geoscience and Remote Sensing Symposium3 citations
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Hyperspectral anomaly detection using sparse kernel-based ensemble learning
Prudhvi K. Gurram, Timothy S. Han, H. Kwon
2011Defense + Commercial Sensing3 citations
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Automated 3D object modeling from aerial video imagery
Prudhvi K. Gurram
20093 citations
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Augmenting saliency maps with uncertainty
Supriyo Chakraborty, Prudhvi K. Gurram, Franck Le, Lance M. Kaplan +1 more
2021Defense + Commercial Sensing2 citations
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