Variations on error diffusion: retrospectives and future trends. - Brian L. Evans; Vishal Monga; Niranjan Damera-Venkata (Color Imaging: Processing, Hardcopy, and Applications, 2003)

Linear color-separable human visual system models for vector error diffusion halftoning. - Vishal Monga; Wilson S. Geisler; Brian L. Evans (IEEE Signal Process. Lett., 2003)

Color error-diffusion halftoning. - N. Dantera-Venkata; Brian L. Evans; Vishal Monga (IEEE Signal Process. Mag., 2003)

Two-dimensional transforms for device color calibration. - Raja Bala; Vishal Monga; Gaurav Sharma 001; Jean-Pierre Van de Capelle (Color Imaging: Processing, Hardcopy, and Applications, 2004)

Input-level-dependent approach to color error diffusion. - Vishal Monga; Niranjan Damera-Venkata; Brian L. Evans (Color Imaging: Processing, Hardcopy, and Applications, 2004)

Tone dependent color error diffusion. - Vishal Monga; Brian L. Evans (ICASSP (3), 2004)

Robust perceptual image hashing using feature points. - Vishal Monga; Brian L. Evans (ICIP, 2004)

Image Authentication Under Geometric Attacks Via Structure Matching. - Vishal Monga; Divyanshu Vats; Brian L. Evans (ICME, 2005)

Two-dimensional transforms for device color correction and calibration. - Raja Bala; Gaurav Sharma 001; Vishal Monga; Jean-Pierre Van de Capelle (IEEE Trans. Image Process., 2005)

Hardcopy image barcodes via block-error diffusion. - Niranjan Damera-Venkata; Jonathan Yen; Vishal Monga; Brian L. Evans (IEEE Trans. Image Process., 2005)

Robust Image Hashing Via Non-Negative Matrix Factorizations. - Vishal Monga; Mehmet Kivanç Mihçak (ICASSP (2), 2006)

Geometrically Invariant Image Watermarking via Robust Perceptual Hashes. - Oztan Harmanci; Vishal Monga; Mehmet Kivanç Mihçak (ICIP, 2006)

A clustering based approach to perceptual image hashing. - Vishal Monga; Arindam Banerjee 001; Brian L. Evans (IEEE Trans. Inf. Forensics Secur., 2006)

Perceptual Image Hashing Via Feature Points: Performance Evaluation and Tradeoffs. - Vishal Monga; Brian L. Evans (IEEE Trans. Image Process., 2006)

Halftone independent methods for color drift correction. - Vishal Monga; Shen-Ge Wang; Raja Bala (Color Imaging: Processing, Hardcopy, and Applications, 2007)

Two-dimensional color correction: Recent advances. - Vishal Monga; Raja Bala (CIC, 2007)

Robust and Secure Image Hashing via Non-Negative Matrix Factorizations. - Vishal Monga; Mehmet Kivanç Mihçak (IEEE Trans. Inf. Forensics Secur., 2007)

Design of Tone-Dependent Color-Error Diffusion Halftoning Systems. - Vishal Monga; Niranjan Damera-Venkata; Brian L. Evans (IEEE Trans. Image Process., 2007)

Estimating printer misregistration from color shifts: a new paradigm. - Jon S. McElvain; Vishal Monga; Charles M. Hains; Manu Parmar (Color Imaging: Processing, Hardcopy, and Applications, 2008)

On the capacity of orientation modulation halftone channels. - Orhan Bulan; Gaurav Sharma 001; Vishal Monga (ICASSP, 2008)

Adaptive decoding for halftone orientation-based data hiding. - Orhan Bulan; Gaurav Sharma 001; Vishal Monga (ICIP, 2008)

Sort-Select-Damp: An efficient strategy for color look-up table lattice design. - Vishal Monga; Raja Bala (CIC, 2008)

Data embedding in hardcopy images via halftone-dot orientation modulation. - Orhan Bulan; Vishal Monga; Gaurav Sharma 001; Basak Oztan (Security, Forensics, Steganography, and Watermarking of Multimedia Contents, 2008)

Reliable Communications with Asymmetric Codebooks: An Information Theoretic Analysis of Robust Signal Hashing - Yucel Altug; Mehmet Kivanç Mihçak; Onur Özyesil; Vishal Monga (CoRR, 2008)

Channel-separable halftone independent methods for color drift correction. - Vishal Monga; Shen-Ge Wang; Raja Bala (J. Electronic Imaging, 2008)

Shaped Local Regression and Its Application to Color Transforms. - Vishal Monga; Raja Bala (CIC, 2009)

High capacity color barcodes using dot orientation and color separability. - Orhan Bulan; Vishal Monga; Gaurav Sharma 001 (Media Forensics and Security, 2009)

Meta-classifiers for multimodal document classification. - Scott Deeann Chen; Vishal Monga; Pierre Moulin (MMSP, 2009)

The use of spatially based complexity measures towards color gamut mapping and image resizing. - Vishal Monga; Raja Bala; Claude Fillion (Color Imaging: Displaying, Processing, Hardcopy, and Applications, 2010)

Algorithms for color look-up-table (LUT) design via joint optimization of node locations and output values. - Vishal Monga; Raja Bala (ICASSP, 2010)

A learning framework for robust hashing of face images. - Kamil Senel; Mehmet Kivanç Mihçak; Vishal Monga (ICIP, 2010)

Orientation Modulation for Data Hiding in Clustered-Dot Halftone Prints. - Orhan Bulan; Gaurav Sharma 001; Vishal Monga (IEEE Trans. Image Process., 2010)

Session MA8b4: Image, video coding and analysis. - Vishal Monga (ACSCC, 2011)

Sparsity-based face recognition using discriminative graphical models. - Umamahesh Srinivas; Vishal Monga; Yi Chen 014; Trac D. Tran (ACSCC, 2011)

Adaptive removal of background and white space from document images using seam categorization. - Claude Fillion; Zhigang Fan 001; Vishal Monga (Imaging and Printing in a Web 2.0 World, 2011)

Scalable robust hypothesis tests using graphical models. - Divyanshu Vats; Vishal Monga; Umamahesh Srinivas; José M. F. Moura (ICASSP, 2011)

Automatic target recognition using discriminative graphical models. - Umamahesh Srinivas; Vishal Monga; Raghu G. Raj (ICIP, 2011)

Image-adaptive Color Super-resolution. - Umamahesh Srinivas; Xuan Mo; Manu Parmar; Vishal Monga (CIC, 2011)

Desynchronization resilient video fingerprinting via randomized, low-rank tensor approximations. - Mu Li 002; Vishal Monga (MMSP, 2011)

Discriminative Local Sparse Representations for Robust Face Recognition - Yi Chen 014; Umamahesh Srinivas; Thong T. Do; Vishal Monga; Trac D. Tran (CoRR, 2011)

A joint sparsity model for video anomaly detection. - Xuan Mo; Vishal Monga; Raja Bala; Zhigang Fan 001 (ACSCC, 2012)

Session MP5b: Convex optimization in image and video analysis (invited). - Vishal Monga (ACSCC, 2012)

Session WA5b: Image and video classification. - Vishal Monga (ACSCC, 2012)

Optimally robust extrema filters for time series data. - Pramod K. Vemulapalli; Vishal Monga; Sean N. Brennan (ACC, 2012)

Tensor decomposition for color printer model lookup table. - Martin Maltz; Vishal Monga; Zhigang Fan 001 (Color Imaging: Displaying, Processing, Hardcopy, and Applications, 2012)

Robust video fingerprinting via structural graphical models. - Mu Li 002; Vishal Monga (ICIP, 2012)

Discriminative graphical models for sparsity-based hyperspectral target detection. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2012)

Capacity Analysis For Orthogonal Halftone Orientation Modulation Channels. - Orhan Bulan; Vishal Monga; Gaurav Sharma 001 (IEEE Trans. Image Process., 2012)

Robust Video Hashing via Multilinear Subspace Projections. - Mu Li 002; Vishal Monga (IEEE Trans. Image Process., 2012)

Design and Optimization of Color Lookup Tables on a Simplex Topology. - Vishal Monga; Raja Bala; Xuan Mo (IEEE Trans. Image Process., 2012)

Efficient approximation of structured covariance under joint Toeplitz and rank constraints. - Bosung Kang; Vishal Monga; Muralidhar Rangaswamy (ACSSC, 2013)

Discriminative sparse representations with applications. - Vishal Monga; Trac D. Tran (ACC, 2013)

Constrained ML estimation of structured covariance matrices with applications in radar STAP. - Bosung Kang; Vishal Monga; Muralidhar Rangaswamy (CAMSAP, 2013)

Graph-based multi-sensor fusion for acoustic signal classification. - Umamahesh Srinivas; Nasser M. Nasrabadi; Vishal Monga (ICASSP, 2013)

Hierarchical sparse modeling using Spike and Slab priors. - Yuanming Suo; Minh Dao; Trac D. Tran; Umamahesh Srinivas; Vishal Monga (ICASSP, 2013)

SHIRC: A simultaneous sparsity model for histopathological image representation and classification. - Umamahesh Srinivas; Hojjat Seyed Mousavi; Charles Jeon; Vishal Monga; Arthur Hattel; Bhushan Jayarao (ISBI, 2013)

Practical methods for sparsity based video anomaly detection. - Xuan Mo; Vishal Monga; Raja Bala; José A. Rodríguez-Serrano; Zhigang Fan 001; Aaron M. Burry (ITSC, 2013)

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2013)

Robust Extrema Features for Time-Series Data Analysis. - Pramod K. Vemulapalli; Vishal Monga; Sean N. Brennan (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Compact Video Fingerprinting via Structural Graphical Models. - Mu Li 002; Vishal Monga (IEEE Trans. Inf. Forensics Secur., 2013)

Power-constrained RGB-to-RGBW conversion for emissive displays. - Chul Lee; Vishal Monga (ICASSP, 2014)

Low rank sparsity prior for robust video anomaly detection. - Xuan Mo; Vishal Monga; Raja Bala; Zhigang Fan 001; Aaron Burry (ICASSP, 2014)

Simultaneous sparsity model for multi-perspective video anomaly detection. - Xuan Mo; Vishal Monga; Raja Bala (ICIP, 2014)

Multi-task image classification via collaborative, hierarchical spike-and-slab priors. - Hojjat Seyed Mousavi; Umamahesh Srinivas; Vishal Monga; Yuanming Suo; Minh Dao; Trac D. Tran (ICIP, 2014)

Group structured dirty dictionary learning for classification. - Yuanming Suo; Minh Dao; Trac D. Tran; Hojjat Seyed Mousavi; Umamahesh Srinivas; Vishal Monga (ICIP, 2014)

Structured Dictionary Learning for Classification. - Yuanming Suo; Minh Dao; Umamahesh Srinivas; Vishal Monga; Trac D. Tran (CoRR, 2014)

Ghost-Free High Dynamic Range Imaging via Rank Minimization. - Chul Lee; Yuelong Li; Vishal Monga (IEEE Signal Process. Lett., 2014)

Rank-Constrained Maximum Likelihood Estimation of Structured Covariance Matrices. - Bosung Kang; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Aerosp. Electron. Syst., 2014)

SAR Automatic Target Recognition Using Discriminative Graphical Models. - Umamahesh Srinivas; Vishal Monga; Raghu G. Raj (IEEE Trans. Aerosp. Electron. Syst., 2014)

Adaptive Sparse Representations for Video Anomaly Detection. - Xuan Mo; Vishal Monga; Raja Bala; Zhigang Fan 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Simultaneous Sparsity Model for Histopathological Image Representation and Classification. - Umamahesh Srinivas; Hojjat Seyed Mousavi; Vishal Monga; Arthur Hattel; Bhushan Jayarao (IEEE Trans. Medical Imaging, 2014)

SQR: Successive QCQP refinement for MIMO radar waveform design under practical constraints. - Omar Aldayel; Vishal Monga; Muralidhar Rangaswamy (ACSSC, 2015)

A map estimation framework for HDR video synthesis. - Yuelong Li; Chul Lee; Vishal Monga (ICIP, 2015)

DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification. - Tiep Huu Vu; Hojjat Seyed Mousavi; Vishal Monga; Arvind U. K. Rao; Ganesh Rao (ISBI, 2015)

ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors. - Hojjat Seyed Mousavi; Vishal Monga; Trac D. Tran (CoRR, 2015)

Iterative Convex Refinement for Sparse Recovery. - Hojjat Seyed Mousavi; Vishal Monga; Trac D. Tran (IEEE Signal Process. Lett., 2015)

Computationally efficient toeplitz approximation of structured covariance under a rank constraint. - Bosung Kang; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Aerosp. Electron. Syst., 2015)

Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. - Umamahesh Srinivas; Nasser M. Nasrabadi; Vishal Monga (IEEE Trans. Cybern., 2015)

Twofold Video Hashing With Automatic Synchronization. - Mu Li 002; Vishal Monga (IEEE Trans. Inf. Forensics Secur., 2015)

Structured Sparse Priors for Image Classification. - Umamahesh Srinivas; Yuanming Suo; Minh Dao; Vishal Monga; Trac D. Tran (IEEE Trans. Image Process., 2015)

Deep learning based image super-resolution with coupled backpropagation. - Tiantong Guo; Hojjat Seyed Mousavi; Vishal Monga (GlobalSIP, 2016)

SIASM: Sparsity-based image alignment and stitching method for robust image mosaicking. - Yuelong Li; Vishal Monga (ICIP, 2016)

Sparsity based super resolution using color channel constraints. - Hojjat Seyed Mousavi; Vishal Monga (ICIP, 2016)

Learning a low-rank shared dictionary for object classification. - Tiep Huu Vu; Vishal Monga (ICIP, 2016)

Localized dictionary design for geometrically robust sonar ATR. - John McKay 002; Vishal Monga; Raghu G. Raj (IGARSS, 2016)

Discriminative Sparsity for Sonar ATR. - John McKay 002; Raghu G. Raj; Vishal Monga; Jason T. Isaacs (CoRR, 2016)

Expected likelihood approach for determining constraints in covariance estimation. - Bosung Kang; Vishal Monga; Muralidhar Rangaswamy; Yuri I. Abramovich (IEEE Trans. Aerosp. Electron. Syst., 2016)

Power-Constrained RGB-to-RGBW Conversion for Emissive Displays: Optimization-Based Approaches. - Chul Lee; Vishal Monga (IEEE Trans. Circuits Syst. Video Technol., 2016)

Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning. - Tiep Huu Vu; Hojjat Seyed Mousavi; Vishal Monga; Ganesh Rao; Arvind U. K. Rao (IEEE Trans. Medical Imaging, 2016)

Successive QCQP Refinement for MIMO Radar Waveform Design Under Practical Constraints. - Omar Aldayel; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Signal Process., 2016)

Introduction. - Vishal Monga (Handbook of Convex Optimization Methods in Imaging Science, 2017)

Sparsity Constrained Estimation in Image Processing and Computer Vision. - Vishal Monga; Hojjat Seyed Mousavi; Umamahesh Srinivas (Handbook of Convex Optimization Methods in Imaging Science, 2017)

Adaptive sequential refinement: A tractable approach for ambiguity function shaping in cognitive radar. - Omar Aldayel; Tiantong Guo; Vishal Monga; Muralidhar Rangaswamy (ACSSC, 2017)

Fast stochastic hierarchical Bayesian map for tomographic imaging. - John McKay 002; Raghu G. Raj; Vishal Monga (ACSSC, 2017)

Sparsity constrained estimation via spike and slab priors. - Vishal Monga (CISS, 2017)

Deep Wavelet Prediction for Image Super-Resolution. - Tiantong Guo; Hojjat Seyed Mousavi; Tiep Huu Vu; Vishal Monga (CVPR Workshops, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. - Radu Timofte; Eirikur Agustsson; Luc Van Gool; Ming-Hsuan Yang 001; Lei Zhang 006; Bee Lim; Sanghyun Son 002; Heewon Kim; Seungjun Nah; Kyoung Mu Lee; Xintao Wang 002; Yapeng Tian; et al. (CVPR Workshops, 2017)

Adaptive matching pursuit for sparse signal recovery. - Tiep Huu Vu; Hojjat Seyed Mousavi; Vishal Monga (ICASSP, 2017)

Learning based image segmentation of post-operative CT-images: A hydrocephalus case study. - Venkateswararao Cherukuri; Peter Ssenyonga; Benjamin C. Warf; Abhaya V. Kulkarni; Vishal Monga; Steven J. Schiff (NER, 2017)

What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR. - John McKay 002; Isaac Gerg; Vishal Monga; Raghu G. Raj (CoRR, 2017)

Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging. - John McKay 002; Anne Gelb; Vishal Monga; Raghu G. Raj (CoRR, 2017)

Robust Sonar ATR Through Bayesian Pose-Corrected Sparse Classification. - John McKay 002; Vishal Monga; Raghu G. Raj (IEEE Trans. Geosci. Remote. Sens., 2017)

A Maximum a Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis. - Yuelong Li; Chul Lee; Vishal Monga (IEEE Trans. Image Process., 2017)

Sparsity-Based Color Image Super Resolution via Exploiting Cross Channel Constraints. - Hojjat Seyed Mousavi; Vishal Monga (IEEE Trans. Image Process., 2017)

Fast Low-Rank Shared Dictionary Learning for Image Classification. - Tiep Huu Vu; Vishal Monga (IEEE Trans. Image Process., 2017)

Tractable Transmit MIMO Beampattern Design Under a Constant Modulus Constraint. - Omar Aldayel; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Signal Process., 2017)

MIMO Radar Beampattern Design Under Joint Constant Modulus and Orthogonality Constraints. - Khaled Alhujaili; Vishal Monga; Muralidhar Rangaswamy (ACSSC, 2018)

Orthogonally Regularized Deep Networks for Image Super-Resolution. - Tiantong Guo; Hojjat Seyed Mousavi; Vishal Monga (ICASSP, 2018)

Deep Image Super Resolution via Natural Image Priors. - Hojjat Seyed Mousavi; Tiantong Guo; Vishal Monga (ICASSP, 2018)

Deep Mr Image Super-Resolution Using Structural Priors. - Venkateswararao Cherukuri; Tiantong Guo; Steven J. Schiff; Vishal Monga (ICIP, 2018)

Deep Networks with Shape Priors for Nucleus Detection. - Mohammad Tofighi; Tiantong Guo; Jairam K. P. Vanamala; Vishal Monga (ICIP, 2018)

Collaborative Sparse Priors for Infrared Image Multi-View ATR. - Xuelu Li; Vishal Monga (IGARSS, 2018)

Bridging The GAP: Simultaneous Fine Tuning for Data Re-Balancing. - John McKay 002; Isaac Gerg; Vishal Monga (IGARSS, 2018)

Analysis-synthesis model learning with shared features: A new framework for histopathological image classification. - Xuelu Li; Vishal Monga; Arvind U. K. Rao (ISBI, 2018)

Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. - Tiep Huu Vu; Lam Nguyen; Tiantong Guo; Vishal Monga (CoRR, 2018)

Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques. - Tiep Huu Vu; Lam Nguyen; Vishal Monga (CoRR, 2018)

Blind Image Deblurring Using Row-Column Sparse Representations. - Mohammad Tofighi; Yuelong Li; Vishal Monga (IEEE Signal Process. Lett., 2018)

Learning Based Segmentation of CT Brain Images: Application to Postoperative Hydrocephalic Scans. - Venkateswararao Cherukuri; Peter Ssenyonga; Benjamin C. Warf; Abhaya V. Kulkarni; Vishal Monga; Steven J. Schiff (IEEE Trans. Biomed. Eng., 2018)

Domain-Enriched Deep Network for Micro-CT Image Segmentation. - Amirsaeed Yazdani; Nicholas B. Stephens; Venkateswararao Cherukuri; Timothy Ryan; Vishal Monga (ACSSC, 2019)

Practically Constrained Waveform Design for MIMO Radar in the Presence of Multiple Targets. - Xianxiang Yu; Khaled Alhujaili; Guolong Cui; Vishal Monga (ACSSC, 2019)

Group Based Deep Shared Feature Learning for Fine-grained Image Classification. - Xuelu Li; Vishal Monga (BMVC, 2019)

NTIRE 2019 Image Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Radu Timofte; Luc Van Gool; Lei Zhang 006; Ming-Hsuan Yang 001; Tiantong Guo; Xuelu Li; Venkateswararao Cherukuri; Vishal Monga; Hao Jiang 014; Siyuan Yang 001; et al. (CVPR Workshops, 2019)

Dense '123' Color Enhancement Dehazing Network. - Tiantong Guo; Venkateswararao Cherukuri; Vishal Monga (CVPR Workshops, 2019)

Dense Scene Information Estimation Network for Dehazing. - Tiantong Guo; Xuelu Li; Venkateswararao Cherukuri; Vishal Monga (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Video Deblurring: Methods and Results. - Seungjun Nah; Radu Timofte; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; Chen Change Loy; et al. (CVPR Workshops, 2019)

An Algorithm Unrolling Approach to Deep Image Deblurring. - Yuelong Li; Mohammad Tofighi; Vishal Monga; Yonina C. Eldar (ICASSP, 2019)

Multi-Scale Regularized Deep Network for Retinal Vessel Segmentation. - Venkateswararao Cherukuri; Vijay Kumar B. G; Raja Bala; Vishal Monga (ICIP, 2019)

An Algorithm Unrolling Approach to Deep Blind Image Deblurring. - Yuelong Li; Mohammad Tofighi; Junyi Geng; Vishal Monga; Yonina C. Eldar (CoRR, 2019)

Thresholded Non-Uniform Fourier Frame-Based Reconstruction for Stripmap SAR. - John McKay 002; Anne Gelb; Suren Jayasuriya; Vishal Monga (CoRR, 2019)

Spatio-Spectral Radar Beampattern Design for Coexistence With Wireless Communication Systems. - Bosung Kang; Omar Aldayel; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Aerosp. Electron. Syst., 2019)

Classifying Multichannel UWB SAR Imagery via Tensor Sparsity Learning Techniques. - Tiep Huu Vu; Lam H. Nguyen; Vishal Monga (IEEE Trans. Aerosp. Electron. Syst., 2019)

Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks. - Tiantong Guo; Hojjat Seyed Mousavi; Vishal Monga (IEEE Trans. Image Process., 2019)

Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint. - Yuelong Li; Mohammad Tofighi; Vishal Monga (IEEE Trans. Image Process., 2019)

Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection. - Mohammad Tofighi; Tiantong Guo; Jairam K. P. Vanamala; Vishal Monga (IEEE Trans. Medical Imaging, 2019)

Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold. - Khaled Alhujaili; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Signal Process., 2019)

Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks. - Amirsaeed Yazdani; Yung-Chen Sun; Nicholas B. Stephens; Timothy Ryan; Vishal Monga (ACSSC, 2020)

NTIRE 2020 Challenge on NonHomogeneous Dehazing. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Jing Liu 031; Haiyan Wu; Yuan Xie 006; Yanyun Qu; Lizhuang Ma; Ziling Huang; Qili Deng; Ju-Chin Chao; et al. (CVPR Workshops, 2020)

NonLocal Channel Attention for NonHomogeneous Image Dehazing. - Kareem M. Metwaly; Xuelu Li; Tiantong Guo; Vishal Monga (CVPR Workshops, 2020)

Ensemble Dehazing Networks for Non-homogeneous Haze. - Mingzhao Yu; Venkateswararao Cherukuri; Tiantong Guo; Vishal Monga (CVPR Workshops, 2020)

Reinforced Depth-Aware Deep Learning for Single Image Dehazing. - Tiantong Guo; Vishal Monga (ICASSP, 2020)

Attention-Mask Dense Merger (Attendense) Deep HDR for Ghost Removal. - Kareem M. Metwaly; Vishal Monga (ICASSP, 2020)

Data Adaptive Image Enhancement and Classification for Synthetic Aperture Sonar. - Isaac D. Gerg; David P. Williams; Vishal Monga (IGARSS, 2020)

Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging. - Vishal Monga; Scott T. Acton; Abd-Krim Seghouane; Arrate Muñoz-Barrutia; Jong Chul Ye (IEEE J. Sel. Top. Signal Process., 2020)

Quartic Gradient Descent for Tractable Radar Slow-Time Ambiguity Function Shaping. - Khaled Alhujaili; Vishal Monga; Muralidhar Rangaswamy (IEEE Trans. Aerosp. Electron. Syst., 2020)

Spectrally Compatible MIMO Radar Beampattern Design Under Constant Modulus Constraints. - Khaled Alhujaili; Xianxiang Yu; Guolong Cui; Vishal Monga (IEEE Trans. Aerosp. Electron. Syst., 2020)

Analysis-Synthesis Learning With Shared Features: Algorithms for Histology Image Classification. - Xuelu Li; Vishal Monga; Arvind U. K. Rao (IEEE Trans. Biomed. Eng., 2020)

Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling. - Yuelong Li; Mohammad Tofighi; Junyi Geng; Vishal Monga; Yonina C. Eldar (IEEE Trans. Computational Imaging, 2020)

Multiview Automatic Target Recognition for Infrared Imagery Using Collaborative Sparse Priors. - Xuelu Li; Vishal Monga; Abhijit Mahalanobis (IEEE Trans. Geosci. Remote. Sens., 2020)

Deep Retinal Image Segmentation With Regularization Under Geometric Priors. - Venkateswararao Cherukuri; Vijay Kumar B. G; Raja Bala; Vishal Monga (IEEE Trans. Image Process., 2020)

Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. - Venkateswararao Cherukuri; Tiantong Guo; Steven J. Schiff; Vishal Monga (IEEE Trans. Image Process., 2020)

MIMO Radar Waveform Design in the Presence of Multiple Targets and Practical Constraints. - Xianxiang Yu; Khaled Alhujaili; Guolong Cui; Vishal Monga (IEEE Trans. Signal Process., 2020)

Physically Inspired Dense Fusion Networks for Relighting. - Amirsaeed Yazdani; Tiantong Guo; Vishal Monga (CVPR Workshops, 2021)

Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus. - Isaac D. Gerg; Vishal Monga (IGARSS, 2021)

Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation. - Yung-Chen Sun; Isaac D. Gerg; Vishal Monga (CoRR, 2021)

Deep Algorithm Unrolling for Biomedical Imaging. - Yuelong Li; Or Bar-Shira; Vishal Monga; Yonina C. Eldar (CoRR, 2021)

CAR - Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles. - Kareem M. Metwaly; Aerin Kim; Elliot Branson; Vishal Monga (CoRR, 2021)

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing. - Vishal Monga; Yuelong Li; Yonina C. Eldar (IEEE Signal Process. Mag., 2021)

Simultaneous Denoising and Localization Network for Photoacoustic Target Localization. - Amirsaeed Yazdani; Sumit Agrawal; Kerrick Johnstonbaugh; Sri-Rajasekhar Kothapalli; Vishal Monga (IEEE Trans. Medical Imaging, 2021)

Deep Scattering Network With Fractional Wavelet Transform. - Jun Shi 003; Yanan Zhao 003; Wei Xiang 001; Vishal Monga; Xiaoping Liu 005; Ran Tao 003 (IEEE Trans. Signal Process., 2021)

GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction. - Kareem M. Metwaly; Aerin Kim; Elliot Branson; Vishal Monga (CVPR, 2022)

Investigating Useful Features for Overall Survival Prediction in Patients with Low-Grade Glioma Using Histology Slides. - Elisa Warner; Xuelu Li; Ganesh Rao; Jason Huse; Jeffrey Traylor; Visweswaran Ravikumar; Vishal Monga; Arvind Rao (EMBC, 2022)

Structural Prior Models for 3-D Deep Vessel Segmentation. - Xuelu Li; Raja Bala; Vishal Monga (ICASSP, 2022)

Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering. - Isaac D. Gerg; Vishal Monga (IGARSS, 2022)

Domain Enriched Deep Networks for Munition Detection in Underwater 3D Sonar Imagery. - Trung Hoang; Kyle S. Dalton; Isaac D. Gerg; Thomas E. Blanford; Daniel C. Brown; Vishal Monga (IGARSS, 2022)

Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning. - Li Yu; Kareem M. Metwaly; James Z. Wang 001; Vishal Monga (CoRR, 2022)

Structural Prior Driven Regularized Deep Learning for Sonar Image Classification. - Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2022)

Iterative, Deep Synthetic Aperture Sonar Image Segmentation. - Yung-Chen Sun; Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2022)

Robust Deep 3D Blood Vessel Segmentation Using Structural Priors. - Xuelu Li; Raja Bala; Vishal Monga (IEEE Trans. Image Process., 2022)

Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment. - Amirsaeed Yazdani; Xuelu Li; Vishal Monga (BMVC, 2023)

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Han Zhou 003; Wei Dong 010; Yangyi Liu; Jun Chen 005; Huan Liu 014; Liangyan Li; Zijun Wu; Yubo Dong; et al. (CVPR Workshops, 2023)

Lens-to-Lens Bokeh Effect Transformation. NTIRE 2023 Challenge Report. - Marcos V. Conde; Manuel Kolmet; Tim Seizinger; Tom E. Bishop; Radu Timofte; Xiangyu Kong; Dafeng Zhang; Jinlong Wu; Fan Wang 005; Juewen Peng; Zhiyu Pan; Chengxin Liu; et al. (CVPR Workshops, 2023)

TransER: Hybrid Model and Ensemble-based Sequential Learning for Non-homogenous Dehazing. - Trung Hoang; Haichuan Zhang; Amirsaeed Yazdani; Vishal Monga (CVPR Workshops, 2023)

Interpretable, Unrolled Deep Radar Beampattern Design. - Kareem M. Metwaly; Junho Kweon; Khaled Alhujaili; Maria Greco 001; Fulvio Gini; Vishal Monga (ICASSP, 2023)

A Convergent Neural Network for Non-Blind Image Deblurring. - Yanan Zhao 003; Yuelong Li; Haichuan Zhang; Vishal Monga; Yonina C. Eldar (ICIP, 2023)

Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation. - Isaac D. Gerg; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2023)

Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery. - Trung Hoang; Kyle S. Dalton; Isaac D. Gerg; Thomas E. Blanford; Daniel C. Brown; Vishal Monga (IEEE Trans. Geosci. Remote. Sens., 2023)

Edge Guided Segmentation Mask Prediction for 3D CT Fracture Imagery. - Trung Hoang; Zachary Koroneos; Gregory S. Lewis; Vishal Monga (IEEECONF, 2024)

Fast and Physically Enriched Deep Network for Joint Low-Light Enhancement and Image Deblurring. - Trung Hoang; Jon S. McElvain; Vishal Monga (ICASSP, 2024)

Progressive Diffusion Autofocus for Synthetic Aperture Sonar Imagery. - Balkan V. Bingol; Isaac D. Gerg; Vishal Monga (IGARSS, 2024)

Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus. - Isaac D. Gerg; Daniel A. Cook; Vishal Monga (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution. - Yanan Zhao 003; Yuelong Li; Haichuan Zhang; Vishal Monga; Yonina C. Eldar (IEEE Trans. Computational Imaging, 2024)

MIMO Radar Beampattern Design via Algorithm Unrolling. - Kareem M. Metwaly; Junho Kweon; Khaled Alhujaili; Fulvio Gini; Maria Sabrina Greco; Muralidhar Rangaswamy; Vishal Monga (IEEE Trans. Aerosp. Electron. Syst., 2024)

Regularized Weighted Descent: Model-Based Learner for Multi-Target Radar Waveform Design. - Junho Kweon; Fulvio Gini; Maria S. Greco; Muralidhar Rangaswamy; Vishal Monga (ICASSP, 2025)

Model-Based Learning for MIMO Radar Waveform Design in the Presence of Multiple Targets. - Junho Kweon; Fulvio Gini; Maria Sabrina Greco; Muralidhar Rangaswamy; Vishal Monga (IEEE Trans. Aerosp. Electron. Syst., 2025)

Modular Transformer Architecture for Precision Agriculture Imaging. - Brian Gopalan; Nathalia Nascimento 001; Vishal Monga (CoRR, 2025)