Home | Faculty | Students | Research | News | Group Meetings | For Prospective Students

 

Contributed Book Chapters

 

  1. V. Monga, N. Damera-Venkata and B. L. Evans, “Color Image Halftoning”, invited book chapter in Color Image Processing: Methods and Applications, Ed. Kostantinos N. Plataniotis, Electrical Engineering and Applied Mathematics, CRC Press 2006.

Refereed Journal Papers

1.      U. Srnivas, H. Mousavi, V. Monga, A. Hattel and B. Jayarao, ``SHIRC: Simultaneous Sparsity Model for Histopathological Image Representation and Classification’’, accepted to IEEE Transactions on Medical Imaging, Feb 2014, draft pdf.

2.      A. Hattel, V. Monga, U. Srinivas, J. Gillespie, J. Brooks, J. Fisher, B. Jayarao,``Development and evaluation of an automated histology classification system for veterinary pathology”, Journal of Veterinary Diagnostic Investigation, vol. 25, number 6, pages 765-769, Nov. 2013.

  1. X. Mo, V. Monga, R. Bala and Z. Fan, ``Adaptive Sparse Representations for Video Anomaly Detection’’, accepted to IEEE Transactions on Circuits and Systems for Video Technology, Aug 2013 pdf.
  2. M. Li and V. Monga, ``Compact Video Fingerprinting Via Structural Graphical Models’’, IEEE Transactions on Information Forensics and Security, Volume 8, Issue 11, pp. 1709-1721, November, 2013.
  3. B. Kang, V. Monga and M. Rangaswamy, “Rank constrained ML estimation of structured covariance matrices” accepted to IEEE Transactions on Aerospace and Electronic Systems, May 2013.
  4. U. Srinivas. V. Monga and R. Raj, “SAR Automatic Target Recognition Using Discriminative Graphical Models” IEEE Transactions on Aerospace and Electronic Systems, volume 50, number 5, pages , January 2014.
  5. P. Vemulapalli, V. Monga and S. Brennan, “Robust Extrema Features for Time-Series Data Analysis”, IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 35, issue 6, pages 1464-1479, June 2013.
  6. U. Srinivas, Y. Chen, V. Monga, N. Nasrabadi, T. Tran, “Exploiting sparsity in hyperspectral image classification via Graphical Models”, IEEE Geoscience and Remote Sensing Letters, vol. 10, issue 3, pages 505-509, May 2013.
  7. M. Li, V. Monga, "Robust Video Hashing via Multilinear Subspace Projections", IEEE Transactions on Image Processing, vol. 21, issue 10, pages 4397-4409, Oct 2012.
  8. V. Monga, R.Bala and X. Mo, “Design and Optimization of color look-up-tables on a simplex topology”, IEEE Transactions on Image Processing, vol. 21, number 4, 1981-1996, April 2012.
  9. O. Bulan, V. Monga and G. Sharma, “Capacity Analysis for Orthogonal Halftone Orientation Modulation Channels”, in IEEE Transactions on Image Processing, volume 21, issue 1, pages, 405-411, Jan 2012.
  10. O. Bulan, G. Sharma, and V. Monga, ``Orientation Modulation for Data Hiding in Clustered-Dot Halftone Prints”, IEEE Transactions on Image Processing, vol. 19, no. 8, August 2010, pp. 2070-2084.
  11. Y. Altug, K. Mihcak, and V. Monga, “Reliable Communications with Asymmetric Codebooks: An Information Theoretic Analysis of signal hashing”,arXiv:0809.1910v1 [cs.IT]
  12. V. Monga, S. Wang and R. Bala, “Channel-separable halftone independent methods for color drift correction”, SPIE Journal of Electronic Imaging, vol. 17, issue 1, p. 013003, 2008.
  13. V. Monga and K. Mihcak “Robust and Secure Image Hashing Via Non-negative Matrix Approximations”, IEEE Transactions on Information Forensics and Security, volume 2, issue 3, pp. 376-390, Sep. 2007.
  14. V. Monga, N. Damera-Venkata, and B. L. Evans, ``Design of Tone Dependent Color Error Diffusion Halftoning Systems'”, IEEE Transactions on Image Processing, vol. 16, no. 1, pp. 198-211, Jan. 2007.
  15. V. Monga and B. L. Evans, ``Perceptual Hashing via Image Feature Points: Performance Evaluation and Trade-offs”, IEEE Transactions on Image Processing, vol. 15, no. 11, pp. 3452-3465, Nov. 2006.
  16. V. Monga, A. Banerjee, and B. L. Evans, ``A Clustering Based Approach to Perceptual Image Hashing”, IEEE Transactions on Information Forensics and Security, vol. 1, no. 1, pp. 68-79, March 2006.
  17. N. Damera-Venkata, J.Yen, V. Monga, and B. L. Evans, ``Hardcopy Image Barcodes Via Block Error Diffusion”, IEEE Transactions on Image Processing, vol. 14, no. 12, pp. 1977-1989, Dec. 2005.
  18. R. Bala, G. Sharma, V. Monga and J. P. V. Capelle, “Two-dimensional transforms for device color-correction and calibration”, IEEE Transactions on Image Processing, vol. 14, no. 8, pp. 1172-1186, Aug 2005.
  19. N. Damera-Venkata, B. L. Evans, and V. Monga, ``Color Error Diffusion Halftoning”, IEEE Signal Processing Magazine, invited paper in Special Issue on Digital Halftoning, vol. 20, no. 4, pp. 51-58, July 2003.
  20. V. Monga , W. S. Geisler, and B. L. Evans, ''Linear, Color Separable, Human Visual System Models for Vector Error Diffusion Halftoning”, IEEE Signal Processing Letters, vol. 10, no. 4, pp. 93-97, Apr. 2003

Refereed Conference Papers

  1. C. Lee and V. Monga, ``Power-Constrained RGB-to-RGBW Conversion for Emissive Displays”, accepted to IEEE International Conference on Acoustics Speech and Signal Processing, to be held in May 2014, Florence, Italy.
  2. X. Mo, V. Monga, R. Bala and Z. Fan, ``Low Rank Sparsity Prior for Robust Video Anomaly Detection”, accepted to IEEE International Conference on Acoustics Speech and Signal Processing, to be held in May 2014, Florence, Italy.
  3. B. Kang, V. Monga, and M. Rangaswamy, "Constrained ML estimation of structured covariance matrices with applications in radar STAP," IEEE 5th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013, pp.101-104, 15-18 Dec. 2013
  4. B. Kang, V. Monga, and M. Rangaswamy, ``EASTR: Efficient Approximation of Structured covariance under joint Toeplitz and Rank constraints’’, in Proc. IEEE Asilomar Conference on Signals, Systems and Computers, Pacific Grove, Nov. 2013.
  5. U. Srinivas, Y. Suo, M. Dao, V. Monga, and T. D. Tran, “Structured sparse priors for image classification”, in Proc. IEEE International Conference on Image Processing, Melbourne, Australia, Sep 16th-18th, 2013.
  6. U. Srinivas, N. M. Nasrabadi, and V. Monga, “Graph-based multi sensor fusion for acoustic signal classification”, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, May 2013.
  7. Y. Suo, M. Dao, T. D. Tran, U. Srinivas, and V. Monga, “Hierarchical sparse modeling using spike and slab priors”, in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, May 2013.
  8. B. Kang, V. Monga and M. Rangaswamy, “On the practical merits of the rank constrained ML estimator”, in Proc. IEEE Radar Conference, Ottawa, Canada, Apr 29th -May 3rd, 2013.
  9. U. Srinivas, H. S. Mousavi, C. Jeon, V. Monga, A. Hattel, and B. Jayarao, ``SHIRC: A Simultaneous sparsity model for Histopathological Image Representation and Classification”, in Proc. IEEE International Symposium on Biomedical Imaging, San Francisco, CA, April 7th -11th, 2013, pp. 1106-1109.
  10. X. Mo, V. Monga, R. Bala and Z. Fan, “A joint sparsity model for video anomaly detection”, in Proc. IEEE Asilomar Conference on Signal, Systems and Computers, Nov. 2012.
  11. M. Li and V. Monga, “Robust Video Fingerprinting Via Structural Graphical Models”, in Proc. IEEE International Conference on Image Processing, Orlando, FL, Sep 30-Oct 3rd, 2012.
  12. U. Srinivas, Y. Chen, V. Monga, N. Nasrabadi and T. Tran, “Discriminative Graphical Models for Sparsity Based Hyperspectral Target Detection”, in Proc. IEEE Int. Geoscience and Remote Sensing Symposium, July 2012, winner of the best student paper award.
  13. P. Vemulapalli, V. Monga and S. Brennan, “Optimally Robust Extrema filters for Time-Series Data”, in Proc. American Control Conference, 2012, Montreal, Canada.
  14. V. Monga and M. Rangaswamy, "Rank-constrained maximum likelihood (ML) estimation of clutter covariance with applications”, in Proceedings of the IEEE International Radar Conference, Atlanta, GA, May 2012.
  15. U. Srinivas, V. Monga and V. Riasati, "A comparative study of basis selection techniques for automatic target recognition”, in Proceedings of the IEEE International Radar Conference, Atlanta, GA, May 2012.
  16. M. Maltz, V. Monga and Z. Fan, "Tensor Decompositions for color look-up table design", in Proc. SPIE Electronic Imaging Symposium, January 2012, San Francisco, CA.
  17. U. Srinivas, V. Monga, Y.Chen and T. D. Tran, "Sparsity-based face recognition using discriminative graphical models", in Proc. IEEE Asilomar Conference on Signals, Systems and Computers, Nov. 7-9, 2011.
  18. U. Srinivas, X. Mo, M. Parmar and V. Monga, "Image-adaptive color super-resolution", in Proc. IS&T/SID 19th Color Imaging Conference, San Jose, Nov. 9-11, 2011.
  19. M.Li, V. Monga, "Desynchronization Resilient Video Fingerprinting via Randomized, Low-rank Tensor Approximations", in Proc. IEEE Int. Workshop on Multimedia Signal Processing, Hangzhou, China, Oct. 17-19, 2011, winner of the Top 10% Paper Award.
  20. U. Srinivas, V. Monga and R. Raj, “Automatic Target Recognition Using Discriminative Graphical Models”, in Proc. IEEE Int. Conf. on Image Processing, Brussels, Belgium, Sept. 11-14, 2011.
  21. D. Vats, V. Monga, U. Srinivas, and J. Moura, “Scalable Robust Hypothesis Tests Using Graphical Models”, in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Prague, Czech Republic, May 23-28, 2011.
  22. U. Srinivas, V. Monga and R. Raj, “Meta-classifiers for exploiting feature dependencies in automatic target recognition”,  in Proc. IEEE Radar Conference, Kansas City, May 2011.
  23. C. Fillion, Z. Fan and V. Monga, “Adaptive removal of background and white space from document images using seam categorization”, Proc. SPIE Electronic Imaging, Jan 2011.
  24. V. Monga and U. Srinivas, “A constrained optimization perspective on joint spatial resolution and dynamic range enhancement”, IEEE Asilomar Conference, invited paper in the Image and Video Enhancement session, Nov. 2010
  25. K. Senel, M. Kivanc Mihcak and V. Monga, “A learning framework for robust hashing of face images”, in Proc. IEEE Int. Conf. on Image Processing, Hong-Kong, Sep 26-29, 2010
  26. V. Monga and R. Bala, “Algorithms for color look-up-table (LUT) design via joint optimization of node locations and output values”, in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, March, 2010.
  27. V. Monga, R. Bala and C. Fillion, “The use of spatially based complexity measures towards color gamut mapping and image resizing”, in Proc. SPIE Electronic Imaging, Color Imaging and Hardcopy Session, San Jose, Jan 2010.
  28. V. Monga and R. Bala, “Shaped local regression with application in approximating color transforms”, Proc. IS&T Color Imaging Conference, Albequerque, NM, Nov 2009.
  29. S. Chen, V. Monga and P. Moulin, “Meta-classifiers for multi-modal document classification”, IEEE Int. Workshop on Multimedia Signal Processing, Rio De Janerio, Oct 2009, winner of the Top 10% paper award.
  30. O. Bulan, V. Monga and G. Sharma, “High capacity color barcodes via dot orientation and color separability”, Proc. SPIE Electronic Imaging, Multimedia Security Session, San Jose, Jan 2009
  31. V. Monga and R. Bala, “Sort-Select-Damp (SSD): An efficient strategy for look-up table (LUT) lattice design”, Proc. IS&T Color Imaging Conference, Portland, Oregon, Nov. 2008.
  32. O. Bulan, G. Sharma, and V. Monga, “Image Adaptive Decoding for Halftone Orientation Modulation Data Hiding”, IEEE Int. Conf. on Image Processing, San Diego, Oct 2008
  33. O. Bulan, V. Monga and G. Sharma, “On the Capacity of Orientation Modulation Halftone Channels”, IEEE Int. Conf. on Acoustics, Speech and Signal Processing, March 2008.
  34. O. Bulan, V. Monga, G. Sharma, and B. Oztan, “Data Hiding in Hardcopy Images Via Halftone Dot Orientation Modulation”, in Proc. SPIE Annual Electronic Imaging Symposium, Multimedia Security Session, Jan 2008
  35. J. McElvain, V. Monga, M. Parmar, and C. Hains, “Estimating Printer Misregistration from Color Shifts: A New Paradigm”, Proc. SPIE Annual Electronic Imaging Symposium, Color Imaging: Hardcopy and Applications, Jan 2008.
  36. V. Monga and R. Bala, “Two-dimensional color correction: Recent Advances”, Proc. IS&T/SID 14th Color Imaging Conference, Nov. 5th-8th, 2007.
  37. O. Harmanci, V. Monga and K. Mihcak, “Geometrically Invariant Watermarking via Robust Perceptual Hashes”, Proc. IEEE Int. Conf. on Image Processing, Oct 8-11, Atlanta, Georgia, 2006.
  38. V. Monga and K. Mihcak, “Robust Image Hashing Via Non-negative Matrix Factorizations”, Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Proc., May 15-19, Toulouse, France 2006.
  39. V. Monga, D. Vats and B. L. Evans, ``Image Authentication Under Geometric Attacks Via Structure Matching'', Proc. IEEE Int. Conf. on Multimedia and Expo, pp. 200-203, Netherlands, 2005.
  40. V. Monga and B. L. Evans, ``Robust Perceptual Image Hashing Using Feature Points'', Proc. IEEE Int. Conf. on Image Processing, Oct. 24-27, 2004, Singapore.
  41. V. Monga, S. Wang and R. Bala, “Halftone Independent Methods for Color Drift Correction”, SPIE Annu. Symposium on Electronic Imaging, Color Imaging: Processing, Hardcopy, and Applications, Jan 2007, San Jose, CA.
  42. V. Monga, A. Banerjee, and B. L. Evans, ``Clustering Algorithms for Perceptual Image Hashing'', Proc. IEEE Int. Digital Signal Processing Workshop, Aug. 1-4, 2004, Taos, NM
  43. V. Monga and B. L. Evans, ``Tone Dependent Color Error Diffusion'', Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Proc., May 17-21, 2004, Montreal, Canada
  44. V. Monga, R. Bala and G. Sharma, ``Two-dimensional transforms for device color calibration'', Proc. SPIE/IS&T Int. Conf. On Color Imaging: Processing, Hardcopy, and Applications IX, Jan. 18-22, 2004, Santa Clara, CA USA
  45. V. Monga, N. Damera-Venkata, and B. L. Evans, ``An Input-Level Dependent Approach to Color Error Diffusion'', Proc. IS&T/SPIE Conf. on Color Imaging: Processing, Hardcopy, and Applications IX, Jan. 18-22, 2004, Santa Clara, CA USA
  46. R. Bala, G. Sharma and V. Monga, ``Two-dimensional color-correction transforms'', IS&T/SID Eleventh Color Imaging Conference, November 4-7, 2003.
  47. B. L. Evans, V. Monga, and N. Damera-Venkata, ``Variations on Error Diffusion: Retrospectives and Future Trends'', SPIE/IS&T Int. Conf. on Color Imaging: Processing, Hardcopy, and Applications, Jan. 20-24, 2003, Santa Clara, CA, invited paper.