Vishal Monga

    • 2302 Citations
    • 24 h-Index
    20032020

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    2003

    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

    28 Scopus citations

    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

    23 Scopus citations
    2005

    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

    36 Scopus citations

    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

    21 Scopus citations
    2006

    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

    93 Scopus citations

    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

    233 Scopus citations
    2007

    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

    15 Scopus citations

    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

    256 Scopus citations
    2008

    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

    2010

    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

    45 Scopus citations
    2012

    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

    1 Scopus citations

    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

    7 Scopus citations

    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

    30 Scopus citations
    2013

    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

    15 Scopus citations

    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

    1 Scopus citations

    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

    60 Scopus citations
    2014

    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

    57 Scopus citations

    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

    48 Scopus citations

    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

    52 Scopus citations

    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

    83 Scopus citations

    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

    49 Scopus citations
    2015

    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

    14 Scopus citations

    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

    2 Scopus citations

    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

    26 Scopus citations

    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

    29 Scopus citations

    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

    9 Scopus citations
    2016

    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

    3 Scopus citations

    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

    82 Scopus citations

    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

    2 Scopus citations

    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

    28 Scopus citations
    2017

    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

    6 Scopus citations

    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

    30 Scopus citations

    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

    43 Scopus citations

    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

    7 Scopus citations

    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

    19 Scopus citations

    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

    24 Scopus citations
    2018

    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

    1 Scopus citations

    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

    7 Scopus citations

    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

    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

    4 Scopus citations
    2019

    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

    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

    1 Scopus citations

    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

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

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

    Research output: Contribution to journalArticle

    4 Scopus citations

    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

    2020

    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

    Deep Retinal Image Segmentation with Regularization under Geometric Priors

    Cherukuri, V., Bg, V. K., Bala, R. & Monga, V., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 2552-2567 16 p., 8868109.

    Research output: Contribution to journalArticle