Monson H. Hayes

Center for Signal and Image Processing | Georgia Institute of Technology | Atlanta, Georgia

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Contact Information

Monson H. Hayes
Georgia Institute of Technology
School of Electrical and Computer Engineering
Atlanta, GA 30332
404-462-8257
mhh3@gatech.edu

 

CONFERENCE PAPERS

• M.H. Hayes, J.S. Lim, and A.V. Oppenheim, “Phase Only Signal Reconstruction,” Proc. 1980 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 437-440, April 1980.
• M.H. Hayes, J.S. Lim, and A.V. Oppenheim, “Iterative Procedures For Signal Reconstruction From Phase,” Proc. 1980 Int. Optical Computing Conf., vol. SPIE-231, pp. 121-129, April 1980.
• M.H. Hayes, “Multidimensional Signal Reconstruction From Phase Or Magnitude,” Proc. 1981 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 1014-1017, March 1981.
• T.F. Quatieri, V.T. Tom, M.H. Hayes, and J.H. McClellan, “Convergence Of Iterative Signal Reconstruction Algorithms,” Proc. 1981 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 35-38, March 1981.
• M.H. Hayes and T.F. Quatieri, “The Importance Of Boundary Conditions In The Phase Retrieval Problem,” Proc. 1982 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 1545-1548, May 1982.
• R.M. Mersereau, R.W. Schafer, and M.H. Hayes, “A Survey of Methods for Iterative Signal Restoration,” Proc. 1982 Int. Conf. on Comm., pp. 3G.4.1 – 3G.4.5.
• M.H. Hayes, “The Representation of Signals In Terms Of Spectral Amplitude,” Proc. 1983 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 1446-1449, April 1983.
• M.H. Hayes and R.W. Schafer, “On the Bandlimited Extrapolation of Discrete Signals,” Proc. 1983 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 1450-1453, April 1983.
• J.E. Gaby and M.H. Hayes, “Artificial Intelligence Applied To Spectrum Estimation,” Proc. 1984 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 13.5.1-13.5.4, March 1984.
• D.M. Thomas and M.H. Hayes, “Procedures For Signal Reconstruction From Noisy Phase,” Proc. 1984 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 31.1.1-31.1.4, March 1984.
• H.A. Hawkins, D.M. Wilkes, M.A. Clements, and M.H. Hayes, “Perceptual Weightings And Optimal Pulse Positioning In Multipulse LPC Speech Coding,” Proc. 1985 Int. Conf. on Acoustics, Speech, and Sig. Proc, pp. 13.2.1-13.2.4, March 1985.
• D.M. Wilkes and M.H. Hayes, “Spectral Line Tracking For Nonstationary Random Processes,” Proc. 1986 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 2347-2350, April 1986.
• E. Karlsson and M.H. Hayes, “ARMA Modeling Of Time-Varying Systems with Lattice Filters,” Proc. 1986 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 2335-2338, April 1986.
• M.A. Richards, C.E. Morris, and M.H. Hayes, “Iterative Enhancement Of Noncoherent Radar Data,” Proc. 1986 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 1929-1932, April 1986.
• C.E. Morris, M.A. Richards, and M.H. Hayes, “An Iterative Deconvolution Algorithm with Exponential Convergence,” Proc. Opt. Soc. Am. Topical Conf. on Signal Recovery, pp. 112-115, Hawaii, April 1986.
• M.H. Hayes, D.M. Wilkes, and D. Mazel, “Iterative Harmonic Decomposition Of Nonstationary Random Processes And Its Application To Spectral Line Tracking And Speech Encoding,” Proc. 1986 IEEE - Academia Sinica Workshop on Acoustics, Speech, and Sig. Proc., pp. 55-58, Beijing, China, April 1986.
• D.M. Wilkes and M.H. Hayes, “Symmetric Toeplitz Matrices: A Recursion For The Eigenvalues,” Proc. 1986 Dig. Sig. Proc. Workshop, pp. 7.7.1-7.7.2, Cape Cod, MA., October, 1986.
• J.E. Gaby and M.H. Hayes, “Knowledge-Based Signal Analysis For Spectrum Estimation,” Proc. 1986 Dig. Sig. Proc. Workshop, pp. 3.6.1-3.6.1, Cape Cod, MA, October, 1986.
• C.E. Morris, M.A. Richards, and M.H. Hayes, “An Iterative Deconvolution Algorithm With Pth-Order Convergence,” Proc. 1986 Dig. Sig. Proc. Workshop, pp. 4.8.1-4.8.2, Cape Cod, MA., October, 1986.
• C.E. Morris, M.A. Richards, and M.H. Hayes, “A Generalized Fast Iterative Deconvolution Algorithm,” Proc. 1987 Int. Conf. on Acoustics, Speech, Sig. Proc., pp. 1553-1556, April 1987.
• D.M. Thomas and M.H. Hayes, “A Novel Data-Adaptive Power Spectrum Estimation Technique,” Proc. 1987 Int. Conf. on Acoustics, Speech, Sig. Proc., pp. 1589-1592, April 1987.
• E. Karlsson and M.H. Hayes, “Performance Analysis Of New Least Squares ARMA Lattice Modeling Algorithms,” Proc. 1987 Int. Conf. on Acoustics, Speech, Sig. Proc., pp. 984-987, April 1987.
• D.S. Mazel and M.H. Hayes, “Reflections On Levinson's Recursion,” Proc. 1988 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 1632-1635, April 1988.
• D.M. Wilkes and M.H. Hayes, “Iterated Toeplitz Approximation Of Covariance Matrices,” Proc. 1988 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 1663-1666, April 1988.
• R.M. Mersereau, Z. Shen, and M.H. Hayes, “Selection Of Ideal Filters For The Window Design Method,” Signal Processing IV: Theories and applications, Proceedings of EUSIPCO-88, pp. 927-930, Sept. 1988.
• R.M. Mersereau, Z. Shen, and M.H. Hayes, “Effect of Ideal Transition Specification on Window Design,” Proc. 1988 Dig. Sig. Proc. Workshop, pp. 2.14.1-2.14.2, Fallen Leaf Lake, Lake Tahoe, NV. Sept. 1988.
• M.H. Hayes, D.S. Mazel, and D.M. Wilkes, “2-D Constrained Harmonic Retrieval,” Proc. Twenty-second Asilomar Conf. on Signals, Systems, and Computers, pp. 762-766, Asilomar, CA., Nov. 1988.
• W.S. Kim and M.H. Hayes, “Phase Retrieval Using Two Fourier Transform Intensities,” Proc. Opt. Soc. Am. Topical Conf. on Signal Recovery, pp. 138-141, Cape Cod, June 1989.
• D.S. Mazel and M.H. Hayes, “Fractal Modeling Of Time-Series Data,” Proc. Twenty-third Asilomar Conf. on Signals, Systems, and Computers, Asilomar, CA., Nov. 1989.
• W.S Kim and M.H. Hayes, “Phase Retrieval Using Two Fourier Intensities,” Proc. 1990 Int. Conf. on Acoustics, Speech, and Sig. Proc., pp. 1563-1566, April, 1990.
• S. Liu, M.H. Hayes, and N. Faust, “Improved Pel-Recursive Motion Estimation Algorithms,” Proc. Southeastcon '90, pp. 940-944, New Orleans, LA., April 1990.
• M.H. Hayes and W.S. Kim, “Using A Second Intensity Measurement In The Phase Retrieval Problem,” Proc. SPSE 43rd Annual Conference, pp. 126-128, Rochester, NY, May 1990.
• F.A. Sakarya and M.H. Hayes,  “Estimating 2-D Angles Of Arrival From A Pair Of Linearly Displaced Planar Arrays,” Communications, Control, and Signal Processing, Proc. 1990 Bilkent Int. Conf. on New Trends in Comm., Control, and Sig. Proc., pp. 1575-1582, July 1990.
• D.S. Mazel and M.H. Hayes,  “A Piece-Wise Self-Affine Fractal Model For Discrete Sequences,” Proc. Fourth Digital Signal Processing Workshop, New York, Sept. 1990.
• W.S. Kim and M.H. Hayes, “Phase Retrieval In X-Ray Crystallography,” Proc. 1991 Int. Conf. on Signal Processing, pp. 1765-1768, April 1991.
• D.S. Mazel and M.H. Hayes, Mazel, D.S. and Hayes, M.H., “Hidden Variable Fractal Interpolation Of Discrete Sequences,” Proc. 1991 Int. Conf. on Signal Processing, pp. 3393-3396, April 1991.
• F.A. Sakarya and M.H. Hayes, “Estimating 2-D Angles Of Arrival From A Pair Of Linear Displaced Volume Arrays,” Proc. 1991 Int. Conf. on Signal Processing, pp. 3353-3356, April 1991.
• S. Liu and M.H. Hayes, “Variable Resolution Adaptive Sampling Approach To Image Coding,” Proc. Southeastcon  '91, vol. 2, pp. 1096-1100, Williamsburg, VA., April 1991.
• S. Liu and M.H. Hayes, “Interframe Video Coding Using Adaptive Sampling And Classified Vector Quantization,” Proc. ICC, 1991.
• M.H. Hayes, G. Vines, and D.S. Mazel, “Using Fractals To Model One-Dimensional Signals,” Treizieme colloque Gretsi sur le traitment du signal et des images, pp. 197-200, Juan-Les-Pins, FRANCE, September 1991.
• W.S. Kim and M.H. Hayes, “Phase Retrieval Using A Window Function,” Proc. 1992 Int. Conf. on Signal Processing, pp. IV 149-152, March 1992.
• A. Kittel and M.H. Hayes, “Monitoring Rotating Machine Signals,” Proc. 1992 Int. Conf. on Signal Processing, pp. V 65-68, March 1992.
• S. Liu and M.H. Hayes, “Segmentation-Based Coding Of Motion Difference And Motion Field Images For Low Bit-Rate Video Compression,” Proc. 1992 Int. Conf. on Signal Processing, pp. III 525-528, March 1992.
• J. Huang, S. Liu, M.H. Hayes, and R.M. Mersereau, “A Multi-Frame Pel-Recursive Algorithm For Varying Frame-To-Frame Displacement Estimation,” Proc. 1992 Int. Conf. on Signal Processing, pp. III 241-244, March 1992.
• W.A. Kittel and M.H. Hayes, “Automatic Monitoring of Rotating Machines,” submitted for publication in Proc. 1992 Int. Conf. on Processing Applications and Technology.
• G. Vines and M.H. Hayes, “Nonlinear Interpolation In A One-Dimensional Fractal Model,” Proc. of the Fifth Dig. Sig. Proc. Workshop, pp. 8.7.1-8.7.2, Utica IL, Sept. 1992.
• G. Vines and M.H. Hayes, “Using Hidden Variable Fractal Interpolation To Model One-Dimensional Signals,” Proc. EUSIPCO-92, pp. 883-886, Aug. 1992.
• G. Vines and M.H. Hayes, “Fast Algorithm For IFS Maps In A Fractal Model,” Proc. Visual Comm. and Image Proc. Conf., vol. 1818, pp. 944-949, Boston MA, Oct. 1992.
• F.A. Sakarya and M.H. Hayes, “Partial Discharges In High-Voltage Transformers,” Proc. Sixth SSAP Workshop on Stat. Sig. and Array Proc., pp. 473-476, Oct. 1992, Victoria, B.C.
• G. Vines and M.H. Hayes, “Adaptive IFS Image Coding With Proximity Maps,” Proc. 1993 Int. Conf. on Signal Processing, pp. V349-V352, April 1993.
• S. Liu and M.H. Hayes, “Video Compression Using Quadtree Segmentation And Component Equalization,” Proc. 1993 Int. Conf. on Signal Processing, pp. V429-V432, April 1993.
• M.H. Hayes and G. Vines, “Iterated Function Systems For Image Coding: A Tutorial,” (Invited Paper), Proc. Bayona Workshop on Adap. Methods and Emergent Techniques for Sig. Proc. and Comm., Bayona Spain, June 1993.
• G. Vines and M.H. Hayes, “Map Search Strategies For IFS Image Compression Algorithms,” Quatorzieme colloque Gretsi sur le traitment du signal et des images, Juan-Les-Pins, FRANCE, September 1993.
• G. Vines and M.H. Hayes, “Orthonormal Basis Approach To IFS Image Coding,” Proc. IEEE Multidim. Sig. Proc. Workshop, Cannes, FRANCE, September 1993.
• F.A. Sakarya and M.H. Hayes, “Performance Evaluation of the MDOAM and SSM Methods,” Proceedings OCEANS, vol. 2, pp. II265 – II270, 1993.
• M.H. Hayes and G. Vines, “IFS Image Coding Using an Orthornormal Basis,” Proc. 1994 Int. Conf. on Circuits and Systems vol. 2, pp. 621-624, June 1994.
• M.H. Hayes “IFS Image and Video Coding” (Invited Tutorial Paper), Int. Workshop on Image Processing: Theory, Methodology, Systems and Applications, Budapest, June 1994.
• H. Aydinoglu and M.H. Hayes, “Compression of Multi-View Images,” Proc. 1994 Int. Conf. on Image Proc., vol. II, pp. 385-389, Sept. 1994.
• B.B. Paul and M.H. Hayes, “Fractal-Based Compression of Motion Video Sequences,” 1994 Int. Conf. on Image Proc., vol. I, pp. 755-759, Sept. 1994.
• H. Aydinoglu and M.H. Hayes, “Stereo Image Coding,” Proc. 1995 Int. Conf. on Circuits and Systems, May 1995.
• H. Aydinoglu, F. Kossentini, and M.H. Hayes, “A New Framework For Multiview Image Coding,”  Proc. 1995 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2173-2176, May 1995.
• B.-B. Paul and M.H. Hayes, “Video Compression Based On Iterated Function Systems,” Proc. 1995 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2269-2272, May 1995.
• A. Peng and M.H. Hayes, “Modeling Human Facial Expressions At Multiple Resolutions,” Proc. 1995 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2627-2630, May 1995.
• H. Aydinoglu, F. Kossentini, Q. Jiang, and M.H. Hayes, “Region-based Stereo Image Coding,” International Conference on Image Processing, 1995.
• H. Aydinoglu and M.H. Hayes, “Performance Analysis Of Stereo Coding Algorithms,” Proc. 1996 Int. Conf. on Acoustics, Speech, and Signal Processing, vol. IV, pp. 2191-2194, May 1996.
• D.J. Moore, A. Peng, and M.H. Hayes, “A Genetic Algorithm For Synthesizing Lip Movements From Speech,” Proc. Fourth Bayona Workshop on Intelligent Methods for Signal Processing and Communications, p. 169-173, Bayona Spain, June 1996.
• H. Aydinoglu and M.H. Hayes, “Source Coding Of Stereo Image Pairs,” Proc. Fourth Bayona Workshop on Intelligent Methods for Signal Processing and Communications, p. 55-59, Bayona Spain, June 1996.
• H. Aydinouglu and M.H. Hayes, “Image Coding with Polynomial Transforms,” Proc. 30th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 1996.
• D. Moore and M.H. Hayes, “Tracking 3D Position And Orientation From 2D Sequences Using Simple Geometry,” Proc. 30th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 1996.
• H. Aydinouglu and M.H. Hayes, “Multi-view Image Coding Using Local Orthogonal Basis,” Proc. Visual Communication and Image Processing 97, San Jose, CA, 1997.
• A. Nefian, M. Khosravi, and M.H. Hayes, “Real-Time Detection Of Human Faces In Uncontrolled Environments,” Proc. Visual Communication and Image Processing 97, San Jose, CA, 1997.
• Q. Jiang and M. Hayes, “Stereo Sequence Coding,” Visual Communications and Image Processing '98, vol. 3309, p. 894-901, San Jose, CA, Jan. 1998.
• H. Aydinouglu and M.H. Hayes, “Perceptual Evaluation Of Coded Stereo Image Pairs,” Visual Communications and Image Processing '98, vol. 3309, p. 934-941, San Jose, CA, Jan. 1998.
• A.V. Nefian and M.H. Hayes, “Hidden Markov Models for Face Recognition,” Proc. 1998 Int. Conf. on Acoustics, Speech, and Sig. Proc., Seattle, WA., vol. 5, pp. 2721-2724, May 1998.
• J.R. Price, M.H. Hayes, “Optimal Prefiltering for Improved Image Interpolation,” Proceedings 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, vol. 2, pp. 959-963, November 1998.
• J.R. Price, M.H. Hayes, “Fractal Interpolation of Images and Volumes,” Proceedings 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA., vol. 2, pp. 1698-1702, November 1998.
• M.H. Hayes, “Some Approaches to Internet Distance Learning With Streaming Media,” IEEE Second Workshop on Multimedia Signal Processing, pp. 514-519, Dec. 1998.
• A.V. Nefian and M.H. Hayes, “Face Detection and Recognition Using Hidden Markov Models,” Image Processing, ICIP 98 Proceedings, vol. 1, pp. 141 – 145, 1998.
• Q. Jiang, J.J. Lee, and M.H. Hayes, “A wavelet based stereo image coding algorithm,” Proc. 1999 Int. Conf. on Acoustics, Speech, and Sig. Proc., vol. 6, pp. 3157-3160, Phoenix, AZ., Mar. 1999.
• M.H. Hayes and L.D. Harvel, “Distance Learning Into The 21st Century,” Proc. ASEE Workshop, June 1999.
• M.H. Hayes and M. Jamrozik, “Internet Distance Learning – The Problems, The Pitfalls, and The Future,” Proceedings of  IEEE Workshop on Multimedia Signal Processing, pp. 569-574, Sept. 1999.
• J.R. Price and M.H. Hayes, “Steerable Filter Cascades,” Proc. 1999 IEEE International Conf. on Image Processing, vol. 2, pp. 880 – 884, Oct. 1999.
• J.R. Price and M.H. Hayes, “Sensor Optimal Image Interpolation,” Proceedings Thirty Third Asilomar Conference on Signal, Systems, and Computers, vol. 2, pp. 1262-1266, Oct. 1999.
• D.J. Moore, I.A. Essa, and M.H. Hayes, “Exploiting Human Actions and Object Context For Recognition Tasks,” the Seventh Int. Conf. On Computer Vision, Corfu, Greece, Sept. 20-25, 1999.
• D. Moore, “ObjectSpaces:  Context Management For Human Activity Recognition,”  Second Annual Audio and Video Based Biometric Person Authentication Conference, Washington D.C., March 22-24, 1999.
• A.V. Nefian and M.H. Hayes, “An Embedded HMM-Based Approach for Face Detection and Recognition,” Acoustics, Speech, and Signal Processing, 1999 Proceedings, Vol. 6, pp. 3553-3556, 1999.
• M.H. Hayes and J. Jackson, “The Challenge Of Delivering Engineering Content To Distance Learning Students,” ASEE Regional Meeting, Roanoke, VA, March 2000.
• D. Anderson, L. Harvel, M. Hayes, Y. Ishiguro, J. Jackson, and M. Pimentel, “Internet Course Delivery – Making It Easier And More Effective,” Proc. IEEE Int. Conf. On Multimedia and Expo, vol. 1, pp. 84-87, New York, NY, August 2000.
• D. V. Anderson, T. P. Barnwell, M. H. Hayes, J. R. Jackson, “Effective and Efficient Distance Learning Over the Internet: Implementation of an On-Line DSP Course,” Proc. International Conf. on Engineering Education, Taiwan, Aug. 2000.
• J. Jackson, D. Anderson, and M.H. Hayes, “Effective and Efficient Distance Learning Over the Internet: Tools and Techniques,” Proc. International Conference on Engineering Education, Taiwan, August 2000.
• A.V. Nefian and M.H. Hayes, “Maximum Likelihood Training of the Embedded HMM for Face Detection and Recognition,” Proc. 2000 International Conf. on Image Processing, Vancouver, 2000.
• M.H. Hayes, J.R. Jackson, and D.V. Anderson, “Producing Effective Internet Courses With Infusion,” Learning ’00, Madrid, Spain, Oct. 2000.
• D.V. Anderson, T.P. Barnwell, M.H. Hayes, J.R. Jackson, R.W. Schafer, and D.B. Williams, “An On-Line DSP Course For Practicing Engineers”, Proc. IEEE Signal Processing Education Workshop, Hunt, TX, October 2000 (Invited Paper).
• J.R. Jackson, T.P. Barnwell, D.B. Williams, M.H. Hayes, D.V. Anderson, and R.W. Schafer, “DSP for Practicing Engineers:  An Online Course for Continuing DSP Education,” Proc. Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2721-2724, Salt Lake City, UT, May 2001.
• J.R. Jackson, T.P. Barnwell, D.V. Anderson, and M.H. Hayes, “InFusion:  Simplifying Online Course Creation,” American Society for Engineering Education Annual Conference 2001, Albuquerque, NM, June 2001.
• J.R. Jackson, T.P. Barnwell, D.B. Williams, M.H. Hayes, D.V. Anderson, and R.W. Schafer, “Online DSP Education: DSP for Practicing Engineers,” American Society for Engineering Education Annual Conference 2001, Albuquerque, NM, June 2001.
• S. Lee and M.H. Hayes, “Scene Change Detection using Adaptive Threshold and Sub-macroblock Images in Compressed Sequences,” IEEE Int. Conf. on Multimedia and Expo (ICME2001), pp. 52-55, Tokyo, Japan, Aug. 2001.
• M.H. Hayes, “Producing Media Rich Distance Learning Content Easily?”, ASEE-SETI   International Colloquium, Berlin, Sept. 2001.
• S. Lee and M.H. Hayes, “Efficient Scene Segmentation for Content-Based Indexing in the Compressed Domain,” IEEE 2001 Workshop on Multimedia Signal Processing, pp. 473-478, Cannes, France, Oct. 2001.
• A. Batur and M.H. Hayes, “Linear Subspaces For Illumination Robust Face Recognition”, Proc. 2001 Conf. on Computer Vision and Pattern Recognition, Hawaii, pp. 296-301, Dec. 2001.
• S. Lee and M.H. Hayes, “Real-Time Camera Motion Classification for Content-Based Indexing and Retrieval using Templates,” Proc. 2002 Int. Conf. Acoustics, Speech, and Signal Processing, vol. 4, pp. 3664-3667, Orlando, FL, May 2002.
• M.L. Jamrozik and M.H. Hayes, "Compressed Domain Features For Video Object Segmentation," Proc. IEEE Benelux Signal Processing Symposium, Leuven, Belgium, Mar. 21-22, 2002.
• J. Jackson, M. H. Hayes III, A. Saad, T. Barnwell, “Framework for Cooperative Synchronous and Asynchronous Distributed Engineering Education,” American Society for Engineering Education Annual Conference 2002, Montreal, Canada, June 2002.
• L.D. Harvel, M.H. Hayes, Y-X Lim, J. Tian, and S. Lee, “Indexing An Archive Of Streaming Media Educational Components,” Proc. 2002 ASEE Annual Conference and Exposition, Montreal, Quebec, June 2002.
• M.H. Hayes and J. Jackson, “Synchronous and Asynchronous distributed DSP education”, Proc.Digital Signal Processing Workshop, Santorini, Greece, June 2002.
• M.L. Jamrozik and M.H. Hayes, "Very Fast Video Object Segmentation" (ref. code 274), Proc. EUSIPCO 2002.
• J. Jackson, “A Combined Synchronous/Asynchronous System for Distributed Engineering Education,” Proc. International Conference on Engineering Education, Manchester, UK, August 2002.
• M.L. Jamrozik and M.H. Hayes "A Compressed Domain Video Object Segmentation System," Proc. 2002 Int. Conf on Image Processing, vol. 1, pp. 113-116, New York, Sept. 2002.
• B. Gunturk, A. Batur, Y. Altunbasak, M.H. Hayes, and R.M. Mersereau, "Eigenface-Based Super-Resolution for Face Recognition," Proc. 2002 Int. Conf. on Image Processing, vol. 2, pp. 845-848, New York, NY, Sept. 2002.
• D.B. Williams, J.R. Jackson, and M.H. Hayes, “Georgia Tech’s On-Line Continuing Education DSP Program,” 2002 IEEE Digital Signal Processing Workshop, Pine Mountain, GA, Oct. 2002.
• A. Batur and M.H. Hayes, “A DSP-Based Approach for the Implementation of Face Recognition Algorithms,” Proc. 2003 Int. Conf. on Acoust., Speech, and Signal Proc., Hong Kong, April 2003.
• A. Batur and M. Hayes, “A novel convergence scheme for active appearance models,” Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 359-366, Madison, WI, June 2003.
• S. Lee and M.H. Hayes, “A fast clustering algorithm for video abstraction,” Proc. 2003 Int. Conf. on Image Processing, vol. 2, pp. 563-566, Barcelona, Spain, Sept. 2003.
• S. Lee and M.H. Hayes, “An application for interactive video abstraction,” Proc. 2004 Int. Conf. on Acoust., Speech, and Sig. Proc., vol. 5, pp. 905-908, Montreal, Canada, May 2004.
• S. Lee and M. Hayes, “A Simple and Fast Color-Based Human face Detection Scheme for Content-Based Indexing and Retrieval“, Proc. IEEE Int. Conf. on Image Processing, vol. 1, pp. 701-704, Singapore, October 2004.
• M. Borkar, M. Hayes, B. Carter, P. Kvam, D. Atkins, L. Harvel, and C. Scheibe, ”Use of Concept Maps to Facilitate Learning Statistical Concepts Using a Problem Centric Approach,” Fifth Hawaii International Conference on Mathematics, Statistics and Related Fields, Honolulu, Hawaii, January 16-18, 2006.
• J. Kang, A. Borkar, A. Yeung, N. Nong, M. Smith, and M. Hayes, ”Short wavelength infrared face recognition for personalization”, Proc. 2006 Int. Conf. on Image Processing, paper WA-P8.8, pp. 2759-2762, Oct. 2006.
• M. Hayes, “Intelligent Video – Making Devices Smarter,” Proc. Of the First 111 International Workshop on Intelligent Video and Social Computing, July 6-7, 2007, Shanghai Jiao Tong University, China.
• E. Moore and M. Hayes, “Enhancing Distributed Learning Environments with Tablet PC Technology and Software,” 2008 American Society for Engineering Education (ASEE) Conference, Pittsburgh, PA, 2008.
• E. Moore, M. Hayes, and T. Utschig, “Integrating Tablet PC technology and software into distributed learning environments,” Workshop on the Impact of Pen-Based Technology on Education, /West Lafayette, IN, 2008
• E. Moore, M. Hayes, and T. Utschig, “Introducing Tablet PCs into synchronous distributed learning environments,” 2009 DSP & Signal Processing Education Workshop, Marco Island, FL, January 2009
• A. Borkar, M. Hayes, M.T. Smith, S. Pankanti, “A Simple Approach to Lane Detection Using a Combination of the Hough Transform and Iterated Matched Filters,” 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems, March 30 – April 2, 2009, Nashville, TN
• A. Borkar, M. Hayes, and M.T. Smith, “Robust Lane Detection and Tracking with RANSAC and Kalman Filter,” Proc. 2009 Int. Conf. on Image Processing, Cairo, Egypt, Oct. 2009.
• A. Borkar, M. Hayes, and M.T. Smith, “Lane Detection and Tracking Using a Layered Approach,” Proc.11th Int. Conf. on Advanced Concepts for Intelligent Vision Systems, pp. 474-484, Bordeaux, France, Oct. 2009.
• A. Borkar, M. Hayes, M. Smith. An Efficient Method to Generate Ground Truth For Evaluating Lane Detection Systems. 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, Proc. 2010 Int. Conf. on Acoust., Speech, and Sig. Proc., Dallas, TX., April 2010.
• S. Vemulapalli and M.H. Hayes, “Using Audio-Based Disambiguation for Improving Handwritten Mathematical Content Recognition in Classroom Videos,” Ninth IAPR International Workshop on Document Analysis Systems, Boston, MA., June 2010.
  
• A. Borkar, M.H. Hayes, and M. Smith, “Detecting Lane Markers in Complex Urban Environments," Proc. Second IEEE International Workshop on Intelligent Vehicular Networks, San Francisco, CA, Nov. 2010.
  
• A. Borkar, M.H. Hayes, and M. Smith, “A Template Matching and Ellipse Modeling Approach to Detecting Lane Markers," Proc. 12th International. Conf. on Advanced Concepts for Intelligent Vision Systems (ACIVS 2010), Sydney, Australia, p. 179-190, Dec. 2010
  
• A. Borkar, M.H. Hayes, and M. Smith, “Lane Detection Using Constraints of Parallel Lines", International Conference on Consumer Electronics, Las Vegas, NV, January 2011.
  
• A. Borkar, M.H. Hayes, and M. Smith, “Detecting Lane Markers in a Complex Environment Using a Single Camera Approach,” Proceedings IASTAD Inter. Conf. on Signal Processing, Pattern Recognition, and Applications, Innsbruck, Austria, February, 2011.
  
• A. Borkar, M.H. Hayes, and M. Smith, “Polar Randomized Transform for Lane Detection Using Loose Constraints of Parallel Lines,” Proc. of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 2011.
  
• A. Borkar, M.H. Hayes, M. Smith. "A Non Overlapping Camera Network: Calibration and Application Towards Lane Departure Warning." International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2011), Las Vegas, July 2011.
  
• S. Vemulapalli and M.H. Hayes, “Ambiguity Detection Methods for Improving Handwritten Mathematical Character Recognition Accuracy in Classroom Videos," to be presented at 17th International Conf. of Digital Signal Processing (DSP2011), Corfu, Greece, July 2011.
• A. Borkar, M.H. Hayes, and M. Smith, "A New Multi-Camera Approach For Lane Departure Warning,"Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS 2011), Delft, Belgium, August 2011.
• S. Vemulapalli and M.H. Hayes, “Towards Audio-Video Based Handwritten Mathematical Content Recognition in Classroom Videos,” Proc. 2011 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, August 2011, Victoria, Canada.
• S. Vemulapalli and M.H. Hayes, “Synchronization and Combination Techniques for Audio-videoBased Handwritten Mathematical Content recognition in Classroom Videos,” Proc. 11th International Conference on Intelligent Systems Design and Applications, Cordoba, Spain, November 2011.
• S. Kim, I. Yoon, D. Kim, M.H. Hayes, and J. Paik, "Selective Frequency Decomposition in the Wavelet Domain for Single Image-Based Super-Resolution," Proc. 2012 IEEE Int. Conf. Consumer Electronics, Las Vegas, NV., January 2012, p.124-125.
• I. Yoon, S. Kim, D. Kim, M.H. Hayes, and J. Paik, "Adaptive Defogging with Color Correction in the HSV Color Space for Consumer Video Surveillance Systems," International Conference on Consumer Electronics, Las Vegas, NV, January 2012, p. 606-607..
• J. Lee, S. Lee, M.H. Hayes, and J. Paik, "Adaptive Background Generation for Automatic Detection of Initial Object Region in Multiple Color-Filter Aperture Camera-Based Surveillance System," International Conference on Consumer Electronics, Las Vegas, NV, January 2012, p. 195-196.
• S. Lee, J. Lee, M.H. Hayes, and J. Paik, "Moving Object Segmentation Using Motion Orientation Histogram in Adaptively Partitioned Blocks for Consumer Surveillance System," International Conference on Consumer Electronics, Las Vegas, NV, January 2012, p. 198-199.
• S. Lee, J. Lee, M. H. Hayes, Aggelos K. Katsaggelos, and J. Paik, "Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture," Proc IEEE International Conference on Acoustics,  Speech, and Signal Processing (ICASSP), Kyoto, Japan, April 2012.
• R. Rahmat, A.S. Mallik, N. Kamel, T.-S. Choi, and M.H. Hayes, “3D Shape from Focus Using LULU Operators,” Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS 2011), Brno, Czech Republic, Sept. 2012.
• I. Yoon, M. Hayes, and J. Paik, "Wavelength-Adaptive Image Formation Model and Geometric Classification for Defogging Unmanned Aerial Vehicle Images," Proc. 2013 International Conf. on Acoustics, Speech, and Sig. Proc., Vancouver, Canada, May 2013.
• J. Im, I. Yoon, M. Hayes, and J. Paik, "Dark Channel Prior-Based Spatially Adaptive Contrast Enhancement for Backlighting Compensation," Proc. 2013 International Conf. on Acoustics, Speech, and Sig. Proc., Vancouver, Canada, May 2013.
• S. Lee, N. Kim, K. Jung, M. Hayes, and J. Paik, "Single Image-Based Depth Estimation Using Dual Off-Axis Color Filtered Aperture Camera," Proc. 2013 International Conf. on Acoustics, Speech, and Sig. Proc., Vancouver, Canada, May 2013.
• S. Vemulapalli and M. Hayes, "Grammar-Assisted Audio-Video Equation Recognition," 18th International Conference on Digital Signal Processing, Santorini, Greece, July 2013.
• M. Hayes, "Stereo Image Capture and Distance Estimation with an SLR Digital Camera," 15th IASTED International Conference on Signal and Image Processing, Banff, Canada, July 2013.
• S. Lee, J. Paik, and M. Hayes, "Distance Estimation with a Two or Three Aperture SLR Digital Camera," Proc. Advanced Concepts for Intelligent Vision Systems, Poznan, Poland, Oct. 2013.
  
  

Research Centers

• CS3
• CSIP

 

Contact

• Monson Hayes

© 2008 Monson H. Hayes