Vishal Monga

    • 2202 Citations
    • 24 h-Index
    20032020
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    Research Output 2003 2020

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    92 Citations (Scopus)

    A clustering based approach to perceptual image hashing

    Monga, V., Banerjee, A. & Evans, B. L., Mar 1 2006, In : IEEE Transactions on Information Forensics and Security. 1, 1, p. 68-79 12 p.

    Research output: Contribution to journalArticle

    Clustering algorithms
    Hash functions
    Watermarking
    Heuristic algorithms
    Authentication
    52 Citations (Scopus)

    Adaptive sparse representations for video anomaly detection

    Mo, X., Monga, V., Bala, R. & Fan, Z., Apr 2014, In : IEEE Transactions on Circuits and Systems for Video Technology. 24, 4, p. 631-645 15 p., 6587741.

    Research output: Contribution to journalArticle

    Highway accidents
    Crime
    Glossaries
    Trajectories

    Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks

    Guo, T., Mousavi, H. S. & Monga, V., Sep 2019, In : IEEE Transactions on Image Processing. 28, 9, p. 4685-4700 16 p., 8704993.

    Research output: Contribution to journalArticle

    Discrete cosine transforms
    Mathematical transformations
    Optical resolving power
    Image resolution
    Neural networks
    5 Citations (Scopus)

    A Maximum a Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis

    Li, Y., Lee, C. & Monga, V., Mar 2017, In : IEEE Transactions on Image Processing. 26, 3, p. 1143-1157 15 p., 7792731.

    Research output: Contribution to journalArticle

    Optical flows
    Costs
    1 Citation (Scopus)

    A Visually Interpretable, Dictionary-Based Approach to Imaging-Genomic Modeling, With Low-Grade Glioma as a Case Study

    Kuthuru, S., Deaderick, W., Bai, H., Su, C., Vu, T., Monga, V. & Rao, A., Oct 1 2018, In : Cancer Informatics. 17

    Research output: Contribution to journalArticle

    Glioma
    Radiology
    Learning
    Biopsy
    Biomarkers
    7 Citations (Scopus)

    Blind Image Deblurring Using Row-Column Sparse Representations

    Tofighi, M., Li, Y. & Monga, V., Feb 2018, In : IEEE Signal Processing Letters. 25, 2, p. 273-277 5 p.

    Research output: Contribution to journalArticle

    Image Deblurring
    Sparse Representation
    kernel
    Deblurring
    Singular value decomposition

    Capacity analysis for orthogonal halftone orientation modulation channels

    Bulan, O., Monga, V. & Sharma, G., Jan 1 2012, In : IEEE Transactions on Image Processing. 21, 1, p. 405-411 7 p., 5770216.

    Research output: Contribution to journalArticle

    Modulation
    Statistics
    Mirrors
    Communication

    Channel-separable halftone independent methods for color drift correction

    Monga, V., Wang, S. G. & Bala, R., Dec 1 2008, In : Journal of Electronic Imaging. 17, 1, 013003.

    Research output: Contribution to journalArticle

    printers
    Color
    color
    Calibration
    nonuniformity

    Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques

    Vu, T., Nguyen, L. & Monga, V., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Aerospace and Electronic Systems.

    Research output: Contribution to journalArticle

    Synthetic aperture radar
    Ultra-wideband (UWB)
    Tensors
    Research laboratories
    Glossaries
    28 Citations (Scopus)

    Color error-diffusion halftoning

    Damera-Venkata, N., Evans, B. L. & Monga, V., Jul 2003, In : IEEE Signal Processing Magazine. 20, 4, p. 51-58 8 p.

    Research output: Contribution to journalArticle

    Error Diffusion
    Halftoning
    Color
    Human Visual System
    Color Quantization
    14 Citations (Scopus)

    Compact video fingerprinting via structural graphical models

    Li, M. & Monga, V., Oct 7 2013, In : IEEE Transactions on Information Forensics and Security. 8, 11, p. 1709-1721 13 p., 6578150.

    Research output: Contribution to journalArticle

    Redundancy
    Feature extraction
    13 Citations (Scopus)

    Computationally efficient toeplitz approximation of structured covariance under a rank constraint

    Kang, B., Monga, V. & Rangaswamy, M., Jan 1 2015, In : IEEE Transactions on Aerospace and Electronic Systems. 51, 1, p. 775-785 11 p., 7073532.

    Research output: Contribution to journalArticle

    Space time adaptive processing
    Radar
    Cascades (fluid mechanics)
    Maximum likelihood estimation
    Covariance matrix

    Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors

    Cherukuri, V., Guo, T., Schiff, S. J. & Monga, V., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 1368-1383 16 p., 8848868.

    Research output: Contribution to journalArticle

    Magnetic resonance
    Brain
    Network architecture
    Feedback
    Image enhancement
    7 Citations (Scopus)

    Design and optimization of color lookup tables on a simplex topology

    Monga, V., Bala, R. & Mo, X., Apr 1 2012, In : IEEE Transactions on Image Processing. 21, 4, p. 1981-1996 16 p., 6093966.

    Research output: Contribution to journalArticle

    Table lookup
    Topology
    Color
    Interpolation
    Constrained optimization
    14 Citations (Scopus)

    Design of tone-dependent color-error diffusion halftoning systems

    Monga, V., Damera-Venkata, N. & Evans, B. L., Feb 1 2007, In : IEEE Transactions on Image Processing. 16, 1, p. 198-211 14 p.

    Research output: Contribution to journalArticle

    Color
    Nonlinear distortion
    Additive noise
    Textures
    1 Citation (Scopus)

    Development and evaluation of an automated histology classification system for veterinary pathology

    Hattel, A., Monga, V., Srinivas, U., Gillespie, J., Brooks, J., Fisher, J. & Jayarao, B., Nov 1 2013, In : Journal of Veterinary Diagnostic Investigation. 25, 6, p. 765-769 5 p.

    Research output: Contribution to journalArticle

    Veterinary Pathology
    histology
    Histology
    inflammation
    Inflammation
    25 Citations (Scopus)

    Endoscopic Treatment versus Shunting for Infant Hydrocephalus in Uganda

    Kulkarni, A. V., Schiff, S. J., Mbabazi-Kabachelor, E., Mugamba, J., Ssenyonga, P., Donnelly, R., Levenbach, J., Monga, V., Peterson, M., MacDonald, M., Cherukuri, V. & Warf, B. C., Dec 21 2017, In : New England Journal of Medicine. 377, 25, p. 2456-2464 9 p.

    Research output: Contribution to journalArticle

    Ventriculostomy
    Cautery
    Choroid Plexus
    Uganda
    Hydrocephalus
    2 Citations (Scopus)

    Expected likelihood approach for determining constraints in covariance estimation

    Kang, B., Monga, V., Rangaswamy, M. & Abramovich, Y., Oct 2016, In : IEEE Transactions on Aerospace and Electronic Systems. 52, 5, p. 2139-2156 18 p., 7812866.

    Research output: Contribution to journalArticle

    Space time adaptive processing
    Radar
    59 Citations (Scopus)

    Exploiting sparsity in hyperspectral image classification via graphical models

    Srinivas, U., Chen, Y., Monga, V., Nasrabadi, N. M. & Tran, T. D., Jan 1 2013, In : IEEE Geoscience and Remote Sensing Letters. 10, 3, p. 505-509 5 p., 6297997.

    Research output: Contribution to journalArticle

    Image classification
    image classification
    pixel
    Pixels
    Glossaries
    40 Citations (Scopus)

    Fast low-rank shared dictionary learning for image classification

    Vu, T. H. & Monga, V., Nov 2017, In : IEEE Transactions on Image Processing. 26, 11, p. 5160-5175 16 p., 7987024.

    Research output: Contribution to journalArticle

    Image classification
    Glossaries
    Learning
    Discrimination Learning
    Efficiency
    43 Citations (Scopus)

    Ghost-free high dynamic range imaging via rank minimization

    Lee, C., Li, Y. & Monga, V., Sep 2014, In : IEEE Signal Processing Letters. 21, 9, p. 1045-1049 5 p., 6814772.

    Research output: Contribution to journalArticle

    Range Imaging
    High Dynamic Range
    Imaging techniques
    Range Image
    Matrix Completion
    2 Citations (Scopus)

    Graph-based sensor fusion for classification of transient acoustic signals

    Srinivas, U., Nasrabadi, N. M. & Monga, V., Mar 1 2015, In : IEEE Transactions on Cybernetics. 45, 3, p. 576-587 12 p., 6846349.

    Research output: Contribution to journalArticle

    Fusion reactions
    Acoustics
    Sensors
    Signal distortion
    Rockets
    36 Citations (Scopus)

    Hardcopy image barcodes via block-error diffusion

    Damera-Venkata, N., Yen, J., Monga, V. & Evans, B. L., Dec 1 2005, In : IEEE Transactions on Image Processing. 14, 12, p. 1977-1989 13 p.

    Research output: Contribution to journalArticle

    Decoding
    Channel capacity
    Printing
    Knowledge Bases
    Data communication systems
    77 Citations (Scopus)

    Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning

    Vu, T. H., Mousavi, H. S., Monga, V., Rao, G. & Rao, U. K. A., Mar 2016, In : IEEE transactions on medical imaging. 35, 3, p. 738-751 14 p., 7303944.

    Research output: Contribution to journalArticle

    Image classification
    Glossaries
    Learning
    Databases
    Histology
    25 Citations (Scopus)

    Iterative convex refinement for sparse recovery

    Mousavi, H. S., Monga, V. & Tran, T. D., Nov 1 2015, In : IEEE Signal Processing Letters. 22, 11, p. 1903-1907 5 p., 7114220.

    Research output: Contribution to journalArticle

    Refinement
    Recovery
    Optimization Problem
    Sparsity
    Convex optimization
    3 Citations (Scopus)

    Learning based segmentation of CT brain images: Application to postoperative hydrocephalic scans

    Cherukuri, V., Ssenyonga, P., Warf, B. C., Kulkarni, A. V., Monga, V. & Schiff, S. J., Aug 2018, In : IEEE Transactions on Biomedical Engineering. 65, 8, p. 1871-1884 14 p.

    Research output: Contribution to journalArticle

    Brain
    Cerebrospinal fluid
    Glossaries
    Pixels
    Surgery
    23 Citations (Scopus)

    Linear color-separable human visual system models for vector error diffusion halftoning

    Monga, V., Geisler, W. S. & Evans, B. L., Apr 1 2003, In : IEEE Signal Processing Letters. 10, 4, p. 93-97 5 p.

    Research output: Contribution to journalArticle

    Error Diffusion
    Halftoning
    Human Visual System
    Color Space
    Color
    44 Citations (Scopus)

    Orientation modulation for data hiding in clustered-dot halftone prints

    Bulan, O., Sharma, G. & Monga, V., Aug 1 2010, In : IEEE Transactions on Image Processing. 19, 8, p. 2070-2084 15 p., 5439973.

    Research output: Contribution to journalArticle

    Printing
    Modulation
    Research Design
    Periodic structures
    Image quality
    227 Citations (Scopus)

    Perceptual image hashing via feature points: Performance evaluation and tradeoffs

    Monga, V. & Evans, B. L., Nov 1 2006, In : IEEE Transactions on Image Processing. 15, 11, p. 3452-3465 14 p.

    Research output: Contribution to journalArticle

    Statistical methods
    Signal processing
    Detectors
    Geometry
    2 Citations (Scopus)

    Power-constrained RGB-to-RGBW conversion for emissive displays: Optimization-based approaches

    Lee, C. & Monga, V., Oct 2016, In : IEEE Transactions on Circuits and Systems for Video Technology. 26, 10, p. 1821-1834 14 p., 7236906.

    Research output: Contribution to journalArticle

    Display devices
    Color
    Electric power utilization
    Pixels

    Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection

    Tofighi, M., Guo, T., Vanamala, J. K. P. & Monga, V., Sep 1 2019, In : IEEE transactions on medical imaging. 38, 9, p. 2047-2058 12 p.

    Research output: Contribution to journalArticle

    Cell Nucleus
    Cells
    Learning
    Neural networks
    Cell Nucleus Shape
    49 Citations (Scopus)

    Rank-constrained maximum likelihood estimation of structured covariance matrices

    Kang, B., Monga, V. & Rangaswamy, M., Jan 1 2014, In : IEEE Transactions on Aerospace and Electronic Systems. 50, 1, p. 501-515 15 p., 6809931.

    Research output: Contribution to journalArticle

    Maximum likelihood estimation
    Covariance matrix
    Maximum likelihood
    Radar
    Space time adaptive processing

    Robust alignment for panoramic stitching via an exact rank constraint

    Li, Y., Tofighi, M. & Monga, V., Oct 2019, In : IEEE Transactions on Image Processing. 28, 10, p. 4730-4745 16 p., 8684316.

    Research output: Contribution to journalArticle

    Image quality
    Pixels
    Decomposition
    Recovery
    252 Citations (Scopus)

    Robust and secure image hashing via non-negative matrix factorizations

    Monga, V. & Mihçak, M. K., Sep 1 2007, In : IEEE Transactions on Information Forensics and Security. 2, 3, p. 376-390 15 p.

    Research output: Contribution to journalArticle

    Factorization
    Singular value decomposition
    Detectors
    7 Citations (Scopus)

    Robust Sonar ATR Through Bayesian Pose-Corrected Sparse Classification

    McKay, J., Monga, V. & Raj, R. G., Oct 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 10, p. 5563-5576 14 p., 7959649.

    Research output: Contribution to journalArticle

    Automatic target recognition
    Sonar
    sonar
    Synthetic aperture sonar
    Military operations
    29 Citations (Scopus)

    Robust video hashing via multilinear subspace projections

    Li, M. & Monga, V., Sep 28 2012, In : IEEE Transactions on Image Processing. 21, 10, p. 4397-4409 13 p., 6226462.

    Research output: Contribution to journalArticle

    Dermatoglyphics
    Tensors
    Hash functions
    Random Allocation
    ROC Curve
    82 Citations (Scopus)

    SAR automatic target recognition using discriminative graphical models

    Srinivas, U., Monga, V. & Raj, R. G., Jan 1 2014, In : IEEE Transactions on Aerospace and Electronic Systems. 50, 1, p. 591-606 16 p., 6809937.

    Research output: Contribution to journalArticle

    Automatic target recognition
    Synthetic aperture radar
    Classifiers
    Fusion reactions
    Engines
    48 Citations (Scopus)

    Simultaneous sparsity model for histopathological image representation and classification

    Srinivas, U., Mousavi, H. S., Monga, V., Hattel, A. & Jayarao, B. M., Jan 1 2014, In : IEEE Transactions on Medical Imaging. 33, 5, p. 1163-1179 17 p., 6739999.

    Research output: Contribution to journalArticle

    Image classification
    Animals
    Cellular Structures
    Tissue
    Color
    19 Citations (Scopus)

    Sparsity-Based Color Image Super Resolution via Exploiting Cross Channel Constraints

    Mousavi, H. S. & Monga, V., Nov 2017, In : IEEE Transactions on Image Processing. 26, 11, p. 5094-5106 13 p., 7929299.

    Research output: Contribution to journalArticle

    Glossaries
    Color
    Image quality
    Luminance
    4 Citations (Scopus)

    Spatio-Spectral Radar Beampattern Design for Coexistence with Wireless Communication Systems

    Kang, B., Aldayel, O., Monga, V. & Rangaswamy, M., Apr 1 2019, In : IEEE Transactions on Aerospace and Electronic Systems. 55, 2, p. 644-657 14 p., 8429253.

    Research output: Contribution to journalArticle

    Communication systems
    Radar
    Frequency bands
    28 Citations (Scopus)

    Structured Sparse Priors for Image Classification

    Srinivas, U., Suo, Y., Dao, M., Monga, V. & Tran, T. D., Jun 1 2015, In : IEEE Transactions on Image Processing. 24, 6, p. 1763-1776 14 p., 7055925.

    Research output: Contribution to journalArticle

    Image classification
    Glossaries
    Face recognition
    Recovery
    25 Citations (Scopus)

    Successive QCQP Refinement for MIMO Radar Waveform Design under Practical Constraints

    Aldayel, O., Monga, V. & Rangaswamy, M., Jul 15 2016, In : IEEE Transactions on Signal Processing. 64, 14, p. 3760-3774 15 p., 7450660.

    Research output: Contribution to journalArticle

    Radar
    Pulse compression
    21 Citations (Scopus)

    Tractable Transmit MIMO Beampattern Design under a Constant Modulus Constraint

    Aldayel, O., Monga, V. & Rangaswamy, M., May 15 2017, In : IEEE Transactions on Signal Processing. 65, 10, p. 2588-2599 12 p., 7840054.

    Research output: Contribution to journalArticle

    Radar
    Radar systems
    Antennas
    Radiation
    Costs

    Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold

    Alhujaili, K., Monga, V. & Rangaswamy, M., Jul 1 2019, In : IEEE Transactions on Signal Processing. 67, 13, p. 3561-3575 15 p., 8706630.

    Research output: Contribution to journalArticle

    Cost functions
    Radar
    Antennas
    Radar systems
    21 Citations (Scopus)

    Two-dimensional transforms for device color correction and calibration

    Bala, R., Sharma, G., Monga, V. & Van de Capelle, J. P., Aug 1 2005, In : IEEE Transactions on Image Processing. 14, 8, p. 1172-1186 15 p.

    Research output: Contribution to journalArticle

    Calibration
    Color
    Equipment and Supplies
    Costs and Cost Analysis
    Costs
    8 Citations (Scopus)

    Twofold Video Hashing with Automatic Synchronization

    Li, M. & Monga, V., Aug 1 2015, In : IEEE Transactions on Information Forensics and Security. 10, 8, p. 1727-1738 12 p., 7091899.

    Research output: Contribution to journalArticle

    Synchronization
    Fusion reactions
    Electric fuses
    Authentication
    Experiments