Raghu G. Raj

50 papers B 4C 4Misc 5Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Dynamic Mode Decomposition Approach to Morphological Component Analysis.
CoRR
Owen T. Huber, Raghu G. Raj, Tianyu Chen, Zacharie Idriss
2025 Misc conf
Unrolled Generative Compound Gaussian Network for Computer Tomography.
ICASSP
Carter Lyons, Raghu G. Raj, Margaret Cheney
2024 J jnl
An LFM-Based Semiblind Synchronization Method for Bistatic Radar Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
James Park, Raghu G. Raj
2024 J jnl
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems.
IEEE Trans. Computational Imaging
Carter Lyons, Raghu G. Raj, Margaret Cheney
2024 J jnl
On Generalization Bounds for Deep Compound Gaussian Neural Networks.
CoRR
Carter Lyons, Raghu G. Raj, Margaret Cheney
2023 J jnl
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems.
IEEE Trans. Signal Process.
Carter Lyons, Raghu G. Raj, Margaret Cheney
2023 J jnl
A Compound Gaussian Network for Solving Linear Inverse Problems.
CoRR
Carter Lyons, Raghu G. Raj, Margaret Cheney
2023 J jnl
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems.
CoRR
Carter Lyons, Raghu G. Raj, Margaret Cheney
2023 C conf
Impact of Synchronization Errors in Stretch Processing for Ultra-Wideband Bistatic Radar Imaging.
IGARSS
James Park, Raghu G. Raj
2022 J jnl
A Computational Electromagnetics and Sparsity-Based Feature Extraction Approach to Ground-Penetrating Radar Imaging.
IEEE Trans. Geosci. Remote. Sens.
Zacharie Idriss, Raghu G. Raj, Ram M. Narayanan
2022 — conf
A Deep Compound Gaussian Regularized Unfolded Imaging Network.
IEEECONF
Carter Lyons, Raghu G. Raj, Margaret Cheney
2022 J jnl
MSAR-Net: A Deep Learning Based Classification Approach for Learning the Maritime Environment.
IEEE Trans. Geosci. Remote. Sens.
Robert W. Jansen, Raghu G. Raj
2022 J jnl
Multilook Polarimetric 3-D Interferometric ISAR Imaging.
IEEE Trans. Aerosp. Electron. Syst.
James Park, Raghu G. Raj, Marco Martorella, Elisa Giusti
2022 J jnl
Nonparametric Decentralized Detection and Sparse Sensor Selection via Multi-Sensor Online Kernel Scalar Quantization.
IEEE Trans. Signal Process.
Jing Guo, Raghu G. Raj, David J. Love, Christopher G. Brinton
2022 C conf
Simulation and Analysis of 3-D Polarimetric Interferometric ISAR Imaging.
IGARSS
James Park, Raghu G. Raj, Marco Martorella, Elisa Giusti
2021 J jnl
A Feature Fusion Approach to Classifying Targets Underneath Foliage via Wideband LFMB SAR Systems.
IEEE Geosci. Remote. Sens. Lett.
Raghu G. Raj, Mary F. Peters, John M. Brozena
2021 C conf
A Wideband Method of Moments Target Modeling and Feature Extraction Approach for GPR Imaging.
IGARSS
Zacharie Idriss, Raghu G. Raj, Ram M. Narayanan
2021 J jnl
Sparse Multi-Channel Synthetic Aperture Radar Based Motion Induced Distortion Correction and Classification of Maritime Scenes.
IEEE Access
Robert W. Jansen, Raghu G. Raj
2021 J jnl
Target Classification in Synthetic Aperture Radar Images Using Quantized Wavelet Scattering Networks.
Sensors
Raghu G. Raj, Maxine R. Fox, Ram M. Narayanan
2021 J jnl
Waveform Optimization for Multistatic Radar Imaging Using Mutual Information.
IEEE Trans. Aerosp. Electron. Syst.
Zacharie Idriss, Raghu G. Raj, Ram M. Narayanan
2020 Misc conf
An Online Kernel Scalar Quantization Scheme for Signal Classification.
ICASSP
Jing Guo, Raghu G. Raj, David J. Love
2020 J jnl
Multi-Channel Synthetic Aperture Radar Based Classification of Maritime Scenes.
IEEE Access
Robert W. Jansen, Mark A. Sletten, Thomas L. Ainsworth, Raghu G. Raj
2020 J jnl
Vibrometry and Sound Reproduction of Acoustic Sources on Moving Platforms Using Millimeter Wave Pulse-Doppler Radar.
IEEE Access
Christopher T. Rodenbeck, Joshua B. Beun, Raghu G. Raj, Ronald D. Lipps
2019 Misc conf
An Online Stochastic Kernel Machine for Robust Signal Classification.
ACSSC
Raghu G. Raj
2019 J jnl
An Online Stochastic Kernel Machine for Robust Signal Classification.
CoRR
Raghu G. Raj
2018 J jnl
A Multilook Processing Approach to 3-D ISAR Imaging Using Phased Arrays.
IEEE Geosci. Remote. Sens. Lett.
Raghu G. Raj, Christopher T. Rodenbeck, Ronald D. Lipps, Robert W. Jansen, Thomas L. Ainsworth
2018 J jnl
Practical Multichannel SAR Imaging in the Maritime Environment.
IEEE Trans. Geosci. Remote. Sens.
Robert W. Jansen, Raghu G. Raj, Luke Rosenberg, Mark A. Sletten
2017 J jnl
Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging.
CoRR
John McKay, Raghu G. Raj, Vishal Monga
2017 Misc conf
Fast stochastic hierarchical Bayesian map for tomographic imaging.
ACSSC
John McKay, Raghu G. Raj, Vishal Monga
2017 J jnl
Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification.
CoRR
John McKay, Vishal Monga, Raghu G. Raj
2017 J jnl
Robust Sonar ATR Through Bayesian Pose-Corrected Sparse Classification.
IEEE Trans. Geosci. Remote. Sens.
John McKay, Vishal Monga, Raghu G. Raj
2017 J jnl
Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging.
CoRR
John McKay, Anne Gelb, Vishal Monga, Raghu G. Raj
2017 J jnl
What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR.
CoRR
John McKay, Isaac Gerg, Vishal Monga, Raghu G. Raj
2016 J jnl
Discriminative Sparsity for Sonar ATR.
CoRR
John McKay, Raghu G. Raj, Vishal Monga, Jason T. Isaacs
2016 J jnl
Localized Dictionary design for Geometrically Robust Sonar ATR.
CoRR
John McKay, Vishal Monga, Raghu G. Raj
2016 C conf
Localized dictionary design for geometrically robust sonar ATR.
IGARSS
John McKay, Vishal Monga, Raghu G. Raj
2015 J jnl
Performance studies of emulated multichannel SAR for motion characterization.
IEEE Trans. Aerosp. Electron. Syst.
Robert W. Jansen, Mark A. Sletten, Raghu G. Raj
2014 B conf
A hierarchical Bayesian-map approach to computational imaging.
ICIP
Raghu G. Raj, Alan C. Bovik
2014 J jnl
SAR Automatic Target Recognition Using Discriminative Graphical Models.
IEEE Trans. Aerosp. Electron. Syst.
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
2012 — conf
An asymptotically convex approach to discriminative coding.
SSP
Raghu G. Raj
2012 Misc conf
The multilinear compound Gaussian distribution.
ICASSP
Raghu G. Raj, Alan C. Bovik
2011 — conf
A sparse bayesian approach to multistatic radar imaging.
ACSCC
Raghu G. Raj, Zachary Chance, David J. Love
2011 B conf
Automatic target recognition using discriminative graphical models.
ICIP
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj
2010 B conf
A fast Multilinear ICA algorithm.
ICIP
Raghu G. Raj, Alan C. Bovik
2008 B conf
Fixation selection by maximization of texure and contrast information.
ICIP
Raghu G. Raj, Alan C. Bovik, Lawrence K. Cormack
2008 J jnl
MICA: A Multilinear ICA Decomposition for Natural Scene Modeling.
IEEE Trans. Image Process.
Raghu G. Raj, Alan C. Bovik
2007 — conf
Non-Stationarity Detection in Natural Images.
ICIP (3)
Raghu G. Raj, Alan C. Bovik, Wilson S. Geisler
2007 — conf
The Multilinear ICA Decompositionwith Applications to NSS Modeling.
ICASSP (2)
Raghu G. Raj, Alan C. Bovik
2005 J jnl
Approximating filtered scale-variant signals.
IEEE Trans. Image Process.
Alan C. Bovik, Raghu G. Raj
2005 — conf
Natural contrast statistics and the selection of visual fixations.
ICIP (3)
Raghu G. Raj, Wilson S. Geisler, Robert A. Frazor, Alan C. Bovik