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M.R. Azimi-Sadjadi Publications


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Journal Publications:


  1. [PDF] M.R. Azimi-Sadjadi, S.K. Srinivasan, and S. Ahmadinia, "Acoustic Localization of Vehicular Sources Using Distributed Sensors", Journal of Acoustic Society of America, vol. 146, pp. 4913-4925, December 2019.
  2. [PDF] N. Klausner and M.R. Azimi-Sadjadi, "Performance Prediction and Estimation for Underwater Target Detection Using Multi-Channel Sonar", to appear IEEE Journal on Oceanic Engr.
  3. [PDF] N. Klausner and M.R. Azimi-Sadjadi, "Manifold-Based Classification of Unexploded Ordnance in Low-Frequency Sonar", to appear IEEE Journal on Oceanic Engr.
  4. [PDF] J. Hall, M.R. Azimi-Sadjadi, S. Kargl, and K., Williams, "Underwater UXO Classification using Matched Subspace Classifier with Adaptive Dictionaries", IEEE Journal on Oceanic Engr., vol 44, pp. 739-752, July 2019.
  5. [PDF] S. Charleston-Villalobos, S. Reulecke, A. Voss, M. R. Azimi-Sadjadi, Ramón González, M. J. Gaitán, J. A. González-Hermosil, "Time-Frequency Analysis of Cardiovascular and Cardiorespiratory Interactions During Orthostatic Stress by Extended Partial Directed Coherence", Special Issue Information Dynamics in Brain and Physiological Networks, MDPI Journal of Entropy, vol. 21, 2019.
  6. [PDF] V. Yaremenko, M.R. Azimi-Sadjadi, and J. Zacher, "Unattended Acoustic Sensor Systems for Source Detection, Classification, and Tracking", IEEE Trans. on Measurements and Instrumentation, vol. 68, pp.344-354, February 2019.
  7. [PDF] M.R. Azimi-Sadjadi, N. Klausner, and J. Kopaz "Detection of Underwater Targets Using A Subspace-Based Method with Learning", IEEE Journal on Oceanic Engr., vol. 42, pp. 869-879, October 2017.
  8. [PDF] N. Klausner, M.R. Azimi-Sadjadi, and L. Scharf, "Saddlepoint Approximation for Correlation Testing Among Multiple Gaussian Random Vectors", IEEE Signal Processing Letter, vol. 23, pp. 703-707, March 2016.
  9. [PDF] N. Klaunser and M.R. Azimi-Sadjadi, "Non-Gaussian Target Detection in Sonar Imagery using Multivariate Laplace Distribution", IEEE Journal on Oceanic Engr., vol. 40, pp. 452-464, April 2015.
  10. [PDF] N. Wachowski and M.R. Azimi-Sadjadi, "Detection and Classification of Nonstationary Transient Signals Using Sparse Approximations and Bayesian Networks", IEEE Trans. On Audio Speech and Language Processing, vol. 22, pp. 150-1764, December 2014.
  11. [PDF] N. Klausner and M.R. Azimi-Sadjadi, "Detection of Spatially Correlated Time Series from a Network of Sensor Arrays", IEEE Trans. on Signal Processing, vol. 62, pp. 1396-1407, March 2014.
  12. [PDF] Soheil Kolouri, Mahmood R. Azimi-Sadjadi and Astrid Ziemann "Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter", IEEE Trans. On Geoscience and Remote Sensing, vol. 52, pp. 2159-2171, April 2014.
  13. [PDF] Soheil Kolouri, Mahmood R. Azimi-Sadjadi and Astrid Ziemann "A Statistical-Based Approach for Acoustic Tomography of the Atmosphere", Journal of Acoustic Society of America, 135(1), pp. 104-114, January 2014.
  14. [PDF] N. Wachowski and M.R. Azimi-Sadjadi, "Characterization of Multiple Transient Acoustical Sources from Time-Transform Representations", IEEE Trans. On Audio Speech and Language Processing, vol. 21. pp.1966-1978, September 2013.
  15. [PDF] N. Klaunser and M.R. Azimi-Sadjadi, "Detection in Multiple Disparate Systems using Multi-Channel Coherence Analysis", IEEE Trans on Aerospace and Electronic Systemsf, vol. 48, pp.3554-3566, October 2012.
  16. [PDF] M. McCarron, M.R. Azimi-Sadjadi, and M. Mungiole, "An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction", Neural Networks Journal. vol. 27, pp. 91-99, March 2012.
  17. [PDF] N. Wachowski and M.R. Azimi-Sadjadi, "A New Synthetic Aperture Sonar Processing Method using Coherence Analysis", IEEE Journal of Oceanic Engr. vol. 34, pp. 665-678, October 2011.
  18. [PDF] J.D. Tucker and M.R. Azimi-Sadjadi, "Coherence-Based Underwater Target Detection from Multiple Disparate Sonar Platforms",   IEEE Journal of Oceanic Engr.  vol. 34, pp. 38-52, January 2011.
  19. [PDF] M.R. Azimi-Sadjadi, J. Salazar, and S. Srinivasan, "An Adaptable Image Retrieval System with Relevance Feedback Using Kernel Machines and Selective Sampling", IEEE Trans. on Image Processing, vol. 18, pp. 1645-1659, July 2009.
  20. [PDF] J. Cartmill, M. R. Azimi-Sadjadi, and N. Wachowski, "Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier", IEEE Journal of Oceanic Engr. vol. 34, pp. 32-44, January 2009.
  21. [PDF] M.R. Azimi-Sadjadi, N. Roseveare, and A. Pezeshki, "Wideband DOA Estimation Algorithms for Multiple Moving Sources using Unattended Acoustic Sensors" IEEE Trans. on Aerospace and Electronic Systems, vol. 44, pp. 1585-1598, October 2008.
  22. [PDF] B. Thompson and M.R. Azimi-Sadjadi, "Iterative Multi-Channel Coherence Analysis with Applications", Neural Network, Vol. 21, pp.493-501, April 2008.
  23. [PDF] M. R. Azimi-Sadjadi, J. Salazar and S. Srinivasan, "An Adaptable Connectionist Text-Retrieval System With Relevance Feedback", IEEE Trans. on Neural Networks, vol.18, pp. 1597-1613, November 2007.
  24. [PDF] A. Pezeshki, M.R. Azimi-Sadjadi and L. Scharf, "Undersea Target Classification using Canonical Correlation Analysis", IEEE Journal of Oceanic Engineering, vol. 32, pp. 948-955, October 2007.
  25. [PDF] A. Falcone and M.R. Azimi-Sadjadi, "Dual-Satellite Cloud Product Generation using Temporally Updated Canonical Coordinate Features", IEEE Trans. on Geoscience and Remote Sending, Vol 45 pp. 1046-1060, April 2007.
  26. [PDF] G. Wichern, M. R. Azimi-Sadjadi, and M. Mungiole  "Environmentally Adaptive Acoustic Transmission Loss Prediction in Turbulent and Non-turbulent Atmosphere", Invited Paper, Special Issue, Neural Network Journal, Vol 20 pp. 484-497, May 2007.
  27. [PDF] M. Robinson, M.R. Azimi-Sadjadi and J. Salazar, "Multi-Aspect Classification Using Hidden Markov Models and Neural Networks", IEEE Trans. on Neural Networks, Vol. 16, pp. 447-459, March 2005.
  28. [PDF] A. Pezeshki, L.L. Scharf, M.R. Azimi-Sadjadi and Y. Hua, "Two-Channel Constrained Least Squares Problems: Solutions Using Power Methods and Connections with Canonical Coordinates",IEEE Trans on Signal Processing, Vol. 53, No. 1, January 2005.
  29. [PDF] J. Wang, M.R. Azimi-Sadjadi, D. Reinke and T. Vonder-Haar, "A Temporally Adaptive Classifier for Multi-Spectral Imagery", IEEE Trans. on Neural Network, Vol. 15, pp. 159-165, January 2004.
  30. [PDF] D. Li, M.R. Azimi-Sadjadi and M. Robinson, "Comparison of Different Classification Algorithms for Underwater Target Discrimination", IEEE Trans. on Neural Networks, Vol. 15, pp. 189-194, January 2004.
  31. [PDF] A. Pezeshki, M.R. Azimi-Sadjadi and L.L. Scharf, "A Network for Recursive Extraction of Canonical Coordinates", Journal of Neural Networks, Vol. 16, pp. 801-808, 2003.
  32. [PDF] K. Saitwal, M.R. Azimi-Sadjadi, D. Reinke, and T. Vonder-Haar, "A Temporally Adaptive System For Continuous Cloud Classification From GOES-8 Satellite Imagery ", IEEE Trans. on Geoscience and Remote Sensing, Vol. 41-Part II, pp. 1098-1104, May 2003.
  33. [PDF] M. R. Azimi-Sadjadi, D. Yao, A. Jamshidi and G. J. Dobeck, "Underwater Target Classification in Changing Environments using an Adaptive Feature Mapping ", IEEE Trans. on Neural Networks, Vol. 13, pp.1099-1111, September 2002.
  34. [PDF] D. Yao, M.R. Azimi-Sadjadi, A. Jamshidi and G. J. Dobeck, "A Study of Effects of Sonar Bandwidth for Underwater Target Classification", IEEE Journal on Oceanic Engr, Vol. 27, pp. 619-627, July 2002.
  35. [PDF] M. R. Azimi-Sadjadi, W. Gao, T. Vonder-Haar and D. Reinke "A Temporal Updating for Probability Neural Network with Applications to Satellite Cloud Classification-Further Results", IEEE Trans. on Neural Networks, Vol. 12, pp. 1196-1203, September 2001.
  36. [PDF] B. Tian and M. R. Azimi-Sadjadi, "Comparison of Two Different PNN Training Approaches for Satellite Cloud Data Classification", IEEE Trans. on Neural Networks, Vol. 12, pp. 164-167, January 2001.
  37. [PDF] S.H. Seo and M. R. Azimi-Sadjadi, "A 2-D Filtering Scheme for Stereo Image Compression using Sequential Orthogonal Subspace Updating", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 11, pp.52-64, January 2001.
  38. [PDF] M. A. Hasan, M. R. Azimi-Sadjadi, A. A. Hasan "Rational Invariant Subspace Approximations with Applications", IEEE Trans. on Signal Processing, Vol. 48, pp. 3032-3041, November 2000.
  39. [PDF] S.H. Seo, M. R. Azimi-Sadjadi, and B.Tian "A Least Squared-Based 2-D Filtering for Disparity Estimation", IEEE Trans. on Image Processing, Vol. 9, pp.1967-1972, November 2000.
  40. H. Aoki , M. R. Azimi-Sadjadi and Y. Kosugi, "Image Association Using a Complex-Valued Associative Memory Model", IEICE Trans. On Fundamentals of Electronics, Communications, and Computer Sciences, Vol. E83-A, pp.1824-1832, September 2000.
  41. [PDF] B. Tian, M. R. Azimi-Sadjadi, D. Rienke, and T. Vonder-Haar, "A Temporal Updating for Probability Neural Network with Applications to Satellite Cloud Classification", IEEE Trans. on Neural Networks, Vol. 11, pp. 903-920, July 2000.
  42. [PDF] M. R. Azimi-Sadjadi, D. Yao, Q Huang, and G.J. Dobeck "Underwater Target Classification using Wavelet Packets and Neural Networks", IEEE Trans. on Neural Networks, Vol. 11, pp. 784-794, May 2000.
  43. [PDF] X. Yu and M. R. Azimi-Sadjadi, "Neural Network Directed Bayes Decision Rule for Moving Target Classification", IEEE Trans. on Aerospace and Electronic Systems, Vol. 36, pp. 176-188, January 2000.
  44. [PDF] C.H. Yuan, M. R. Azimi-Sadjadi, J. Wilbur and G.J. Dobeck "Underwater Target Detection using Multi-Channel Subband Adaptive Filtering and High Order Correlation Schemes", IEEE Journal on Oceanic Engr, Vol. 25, pp. 192-205, January 2000.
  45. [PDF] O. Yanez-Suarez and M. R. Azimi-Sadjadi, "Unsupervised Clustering in Hough Space for Identification of Partially Occluded Objects", IEEE Trans. on Pattern Analysis & Machine Intellgenc, Vol. 21, pp. 946-950, September 1999.
  46. [PDF] M. R. Azimi-Sadjadi , R. Xiao, and X. Yu "Neural Network Decision Directed Edge-Adaptive Kalman Filter", IEEE Trans. on Image Processing, Vol 8, pp. 589-592, April, 1999.
  47. [PDF] O. Yanez-Suarez and M. R. Azimi-Sadjadi, "Identification and Measurement of Fibers in Scanning Electron Microscopy Images using a High-Order Correlation Process", IEEE Trans. on Instrumentation and Measurement, Vol. 48, pp. 55-61, February 1999.
  48. [PDF] [Correction Paper] B. Tian, M. R. Azimi-Sadjadi, M.Shaike, T. Vonder-Haar and D.Reinke "A Study of Cloud Classification with Neural Networks Cloud Classification using Textural and Spectral Features", IEEE Trans. on Neural Networks, Vol. 10, pp. 138-151, January 1999. Also see the Errata to this paper in May 1999 issue.
  49. [PDF] M. R. Azimi-Sadjadi, S. Charleston and G.J. Dobeck, "A New Time Delay Estimation in Sub-bands for Resolving Multiple Specular Reflections", IEEE Trans. on Signal Processing , Vol. 46, pp.3398-3403, December 1998.
  50. [PDF] M. Hasan and M. R. Azimi-Sadjadi, "Separation of Multiple Time Delays using New Spectral Estimation Schemes with Applications to Underwater Target Detection", IEEE Trans. on Signal Processing, Vol.46, pp.1580-1590, June 1998.
  51. [PDF] X. Miao, M. R. Azimi-Sadjadi, B. Tian, A.C. Dubey and N. Witherspoon, "Detection of Mines and Mine-like Targets using Principal Components and Neural Network Methods", IEEE Trans. on Neural Networks, Vol.9, pp.454-463. May 1998.
  52. [PDF] R.J. Liou and M. R. Azimi-Sadjadi, "Multiple Target Detection using Modified High Order Correlation", IEEE Trans. on Aerospace and Electronic Systems, Vol.AES-34, pp.553-568, April 1998.
  53. [PDF] S. Charleston and M. R. Azimi-Sadjadi, "Interface Cancellation in Respiratory Sounds via a Multi-Resolution Joint Time Delay and Signal Estimation Scheme", IEEE Trans. on Biomedical Engineering, pp.1006-1019, October 1997.
  54. [PDF] M. Hasan and M. R. Azimi-Sadjadi, "A Modified Block FTF Adaptive Algorithm with Applications to Underwater Target Detection", IEEE Trans. on Signal Processing, Vol .SP-44, pp.2172-2185, September 1996.
  55. [PDF] [Correction Paper] S. Charleston and M. R. Azimi-Sadjadi, "Kalman Filtering for Processing of Lung Sounds", IEEE Trans. on Biomedical Engineering, April 1996.
  56. [PDF] A. Ibrahim and M. R. Azimi-Sadjadi, "A Fast Learning Algorithm for Gabor Transform with Applications to Data Reduction and Pattern Classification", IEEE Trans. on Image Processing, Vol. IP-5, pp.171-175, January 1996.
  57. [PDF] L. Xu and M. R. Azimi-Sadjadi, "Parameter Estimation for Vector Image Models using Neural Networks", IEEE Trans. on Signal Processing, Vol. SP-43, pp.3090-3094, December 1995.
  58. [PDF] A.N. Balan and M. R. Azimi-Sadjadi, "Detection and Classification of Buried Dielectric Anomalies by means of the Bispectrum Method and Neural Networks", IEEE Trans. on Instrumentation and Measurement, Vol. IM-44, pp.998-1002, December 1995.
  59. [PDF] M. R. Azimi-Sadjadi, J. Wilbur and G. Dobeck, "Isolation of Resonance in Acoustic Backscatter from Elastic Targets using Adaptive Estimation Schemes", IEEE Journal of Ocean Engineering, pp.346-353, October 1995.
  60. [PDF] M. Hasan and M. R. Azimi-Sadjadi, "Non-causal Image Modeling using Descriptor Approach with Applications to Image Restoration", IEEE Trans. on Circuit & Systems, Vol.CAS-42, pp.536-540, August 1995.
  61. [PDF] S. Bannour and M. R. Azimi-Sadjadi, "Principal Component Extraction Using Recursive Least Square Learning Method", IEEE Trans. on Neural Networks, Vol.6, pp.457-469, March 1995.
  62. [PDF] M. R. Azimi-Sadjadi and H. Pan, "Two-Dimensional Block Diagonal LMS Adaptive Filtering", IEEE Trans. on Signal Processing, Vol. SP-42, pp.2420-2429, September 1994.
  63. [PDF] M. R. Azimi-Sadjadi and S.A. Stricker, "Detection and Classification of Buried Dielectric Anamolies using Neural Networks-Further Results", IEEE Trans. on Instrumentation and Measurement, Vol.43, pp.34-39, February 1994.
  64. [PDF] R.J. Liou and M. R. Azimi-Sadjadi, "Clutter Rejection and Dim Target Track Detection using High Order Correlation Neural Network", IEEE Trans. on Aerospace and Electronic Systems, Vol.AES-29, pp.841-856, July 1993.
  65. [PDF] M. R. Azimi-Sadjadi, S. Ghaloum and R. Zoughi, "Terrain Classification in SAR Images using Principle Components Analysis and Neural Networks", IEEE Trans. on Geoscience and Remote Sensing, pp.511-514, June 1993.
  66. [PDF] M. R. Azimi-Sadjadi, S. Sheedvash and F. Trujillo, " Recursive Dynamic Node Creation in Multi-layer Neural Networks using Orthogonal Projection Method", IEEE Trans. on Neural Networks, Vol.4, pp.242-256, March 1993.
  67. [PDF] T.Lu and M. R. Azimi-Sadjadi, "Skew-Pipeline and Interleaved Pipeline Structures for 2-D Recursive Filtering", IEEE Trans. on Circuits and Systems for Video Technology, Vol.3, pp.87-91, February 1993.
  68. [PDF] S. Citrin and M. R. Azimi-Sadjadi, "A Full-Plane Block Kalman Filter for Image Estimation", IEEE Trans. on Image Processing, Vol.IP-2, pp.488-495, October 1992.
  69. [PDF] M. R. Azimi-Sadjadi, D. Poole, S. Shedvash and K. Sherbundy, "Detection and Classification of Buried Dielectric Anomalies using a Separated Aperture Sensor and a Neural Network Discriminator", IEEE Trans. on Instrumentation and Measurement, Vol.IM-41, pp.137-143, February 1992.
  70. [PDF] M. R. Azimi-Sadjadi and R. J. Liou, "Fast Learning Process of Multi-Layer Neural Networks Using RLS Technique", IEEE Trans. on Signal Processing, Vol.SP-40, pp.446-450, February 1992.
  71. [PDF] M. R. Azimi-Sadjadi and K. Khorasani, "Model Reduction for a Class of 2-D Systems", IEEE Trans. on Circuits and Systems, Vol.CAS-39, pp.28-41, January 1992.
  72. [PDF] M. R. Azimi-Sadjadi and S. Bannour, "Two-Dimensional Recursive Parameter Identification for Adaptive Kalman Filtering", IEEE Trans. on Circuits and Systems, Vol.CAS-38, pp.1077-1081,September 1991.
  73. [PDF] M. R. Azimi-Sadjadi and S. Bannour, "Two-Dimensional Adaptive Block Kalman Filtering of SAR Imagery", IEEE Trans. on Geoscience and Remote Sensing, Vol. GARS-29, pp.742-753, September 1991.
  74. [PDF] M. R. Azimi-Sadjadi, "Estimation and Identification for Two-Dimensional Block Kalman Filtering", IEEE Trans. on Signal Processing, Vol.SP-39, pp.1885-1889, August 1991.
  75. [PDF] M. R. Azimi-Sadjadi, T. Lu and E.M. Nebot, "Parallel and Sequential Block Kalman Filtering and Their Implementations Using Systolic Arrays", IEEE Trans. on Signal Processing, Vol.SP-39, pp.137-147, January 1991.
  76. [PDF] M. R. Azimi-Sadjadi and K. Khorasani, "Reduced Order Strip Kalman Filtering using Singular Perturbation Method", IEEE Trans. on Circuits and Systems, Vol.CAS-37, pp.284-290, February 1990.
  77. [PDF] M. R. Azimi-Sadjadi, "New Results in Strip Kalman Filtering", IEEE Trans. on Circuits and Systems, Vol.CAS-36, pp.893-897, June 1989.
  78. [PDF] M. R. Azimi-Sadjadi and A.R. Rostampour, "Parallel and Pipeline Architectures for 2-D Block Processing", IEEE Trans. on Circuits and Systems, Vol.CAS-36, pp.443-448, March 1989.
  79. [PDF] M. R. Azimi-Sadjadi and P.W. Wong, "Two-Dimensional Block Kalman Filtering For Image Restoration", IEEE Trans. on Acoustics, Speech and Signal Processing, Vol.ASSP-35, pp.1736-1749, December 1987.
  80. [PDF] K. Khorasani and M. R. Azimi-Sadjadi, "Feedback Control of Two-Time Scale Block Implemented Discrete-Time Systems", IEEE Trans. on Automatic Control, Vol.AC-32, pp.69-73, January 1987.
  81. [PDF] M. R. Azimi-Sadjadi, "An Efficient Algorithm for Computing the Coefficients of the Characteristic Polynomial of 2-D State-Space Models", IEEE Trans.on Automatic Control, Vol. AC-32, pp.74-77, January 1987.
  82. [PDF] M. R. Azimi-Sadjadi and R.A. King, "Two-Dimensional Block Transforms and Their Properties", IEEE Trans. on Acoustics, Speech and Signal Processing, Vol.ASSP-35, pp.112-114, January 1987.
  83. [PDF] M. R. Azimi-Sadjadi and R.A. King, "Two-Dimensional Block Processors-Structures and Implementations", IEEE Trans. on Circuits and Systems, Vol. CAS-33, pp.42-50, January 1986.
  84. [PDF] M. R. Azimi-Sadjadi and R.A. King, "An Error Analysis For 2-D Block Implemented Digital Filters", IEEE Trans. on Acoustics, Speech and Signal Processing, Vol.ASSP-31, pp.1570-1573, December 1983.
  85. M. R. Azimi-Sadjadi and R.A. King, "Optimization Technique For the Implementation of 2-D Recursive Digital Filters by Sectioning", IEE Proc. Part F: Communication, Radar and Signal Processing, Vol.129, No.5, pp.373-380, October 1982.
  86. M. R. Azimi-Sadjadi and R.A. King, "Truncation Error in 2-D Block-Mode Filtering", Electronics Letters, Vol.17, No.6, pp.217-218, March 1981.

Conferences


  1. N. Wachowski and M.R. Azimi-Sadjadi, "Buried Underwater Target Classification using Frequency Suuband Coherence Analysis", Proc. of IEEEMTS Oceans, Quebec City, Sept 2008.
  2. D. Tucker, N. Klausner, and M.R. Azimi-Sadjadi, "Target Detection in M-Disparate Sonar Platforms using Multi-Channel Hypothesis Testing", Proc. of IEEEMTS Oceans, Quebec City, Sept 2008.
  3. M.R. Azimi-Sadjadi and D. Tucker, "Target Detection from Dual Disparate Sonar Platforms using Canonical Correlations", Proc. of SPIE, vol. 6953, March 2008.
  4. M. McCarron, M. R. Azimi-Sadjadi, G. Wichern, and M. Mungiole, "An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction", Proc. of IEEE International Joint Conference on Neural Networks (IJCNN’07), pp. 2262-2267, August 2007.
  5. J. Cartmill, M. R. Azimi-Sadjadi, and N. Wachowski, "Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier", Proc. of IEEE International Joint Conference on Neural Networks (IJCNN’07), pp. 1807-1812, August 2007.
  6. B. Thompson and M.R. Azimi-Sadjadi, "An Iterative Learning Algorithm for Multi-Channel Coherence Analysis", Proc. of IEEE International Joint Conference on Neural Networks (IJCNN’07), pp. 1326-1331, August 2007.
  7. Y. Jiang and M.R. Azimi-Sadjadi, "A Robust Source Localization Algorithm Applied to Acoustic Sensor Networks", Proc. of 2007 IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'07), Vol. III, pp. 1233-1236, April 2007.
  8. J.D. Tuker, M.R. Azimi-Sadjadi and G. Dobeck, "Canonical Coordinates for Detection and Classification of Underwater Objects From Sonar Imagery", Proc. of IEEE Oceans (Europe), June 2007.
  9. N. Wachowski, M.R. Azimi-Sadjadi, "Underwater Target Classification using the Wing BOSS and Multi-channel Decision Fusion", Proc. of the SPIE'07 Defense and Security Symposium, Vol. 6553, Orlando, FL, April 2007.
  10. J. D. Tuckera, M. R. Azimi-Sadjadia, and G. J. Dobeck, " Coherent-Based Method for Detection of Underwater Objects from Sonar Imagery", Proc. of the SPIE'07 Defense and Security Symposium, Vol. 6553, Orlando, FL, April 2007.
  11. M.R. Azimi-Sadjadi and K. Srinivasan, "Acoustic Classification of Battlefield Transient Events Using Wavelet Sub-band Features", Proc. of the SPIE'07 Defense and Security Symposium, Vol. 6562, Orlando, FL, April 2007.
  12. M.R. Azimi-Sadjadi and N. Roseveare, "Capon Beamspace Beamforming for Distributed Acoustic Arrays, Proc. of the SPIE'07 Defense and Security Symposium, Vol. 6562, Orlando, FL, April 2007.
  13. M.R. Azimi-Sadjadi, G. Kiss, A. Ledezi, B. Feher, and K. Srinivasan, "Acoustic Source Localization with High Performance Sensor Nodes", Proc. of the SPIE'07 Defense and Security Symposium, Vol. 6562, Orlando, FL, April 2007.M. Yamada and M. R. Azimi-Sadjadi, "Kernel Wiener Filter with Distance Constraint",  Proc. of 2006 IEEE Intern. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Vol. 3, pp. III-596- III-599,  Toulouse, France, May 2006.
  14. B. Thompson, J. Cartmill, M. R. Azimi-Sadjadi, and S. G. Schock, "A Multi-channel Canonical Correlation Analysis Feature Extraction With Application to Buried Underwater Target Classification", Proc. of IEEE Intern. Joint Conference on Neural Networks (IJCNN), pp. 4413- 4420, Vancouver, BC, July 2006.
  15. G. Wichern, M. R. Azimi-Sadjadi, and M. Mungiole , "An Environmentally Adaptive System for Rapid Acoustic Transmission Loss Prediction",  Proc. of IEEE Intern. Joint Conference on Neural Networks (IJCNN), pp. 5118- 5125, Vancouver, BC, July 2006.
  16. J. Cartmill, B. Thompson, and M. R. Azimi-Sadjadi, "Classification of Buried Underwater Objects Using the New BOSS and Multi-channel Canonical Correlation Feature Extraction",  Proc. of 2006 SPIE Conference on Defense and Security, Vol. 6217, pp. 62171F,  Orlando, FL, April 2006.
  17. N. Roseveare and M. R. Azimi-Sadjadi, "Robust Beamforming Algorithms for Acoustic Tracking of Ground Targets", Proc. of 2006 SPIE Conference on Defense and Security, Vol. 6231, pp. 623107-1-12,  Orlando, FL, April 2006.
  18. M. R. Azimi-Sadjadi, Y. Jiang, and G. Wichern, "Properties of Randomly Distributed Sparse Acoustic Sensors for Ground Vehicle Tracking and Localization",  Proc. of 2006 SPIE Conference on Defense and Security, Vol. 6201,  Orlando, FL, April 2006.
  19. G. Wichern, M. R. Azimi-Sadjadi, and M. Mungiole , "An Environmentally Adaptive System for Rapid Acoustic Transmission Loss Prediction",  Proc. of IEEE Intern. Joint Conference on Neural Networks (IJCNN), pp. 5118- 5125, Vancouver, BC, July 2006.
  20. M. Yamada and M.R. Azimi-Sadjadi, "Nonlinear Signal Estimation using Kernel Wiener Filter in Canonical Correlation Analysis Framework", Proc. of Inter. Conf. On Computational Intelligence for Modeling, Control and Automation, November 2005.†
  21. M. Yamada, M.R. Azimi-Sadjadi and J. Cartmill, "Buried Underwater Target Classification using the New BOSS and Canonical Correlation Feature Extraction", Proc. of IEEEMTS Oceans 2005 Conference, Washington DC, September 2005.
  22. A. Falcone and M.R. Azimi-Sadjadi, "Multi-Satellite Cloud Product Generation Over Land and Ocean Using Canonical Coordinate Features",  Proc. of IEEEMTS Oceans 2005 Conference, Washington DC, September 2005.
  23. M. Yamada and M.R. Azimi-Sadjadi, "Kernel Wiener Filter using Canonical Correlation Framework", Proc. of IEEESP 13th Workshop on Statistical Signal Processing, Bordeaux, France, July 2005. 
  24. S. Srinivasan and M.R. Azimi-Sadjadi, "An Iterative Relevance Feedback Learning For Image Retrieval Systems", Proc. of IEEE International Joint Conference on Neural Network (IJCNN 2005), pp. 604-609, Montreal, July 2005.
  25. M.Yamada, A. Pezeshki, and M.R. Azimi-Sadjadi, "Relation Between Kernel CCA and Kernel FDA", Proc. of IEEE International Joint Conference on Neural Network (IJCNN 2005), pp. 226-231, Montreal, July 2005.
  26. G. Wichern, M.R. Azimi-Sadjadi, and M. Mungiole, "An Environmentally Adaptive Sound Transmission Loss Predictor", Proc. of the SPIE'05 Defense and Security Symposium, Unattended Ground Sensors VI, Vol. 5796, Orlando, FL, April 2005.  
  27. M. R. Azimi-Sadjadi, A. Pezeshki, L. L. Scharf  and G. Wichern, "Unattended Sparse Acoustic Array Configurations and Beamforming Algorithms," Proc. of the SPIE'05 Defense and Security Symposium, Unattended Ground Sensors VI, Vol. 5796, pp.40-51, Orlando, FL, April 2005.  
  28. M. R. Azimi-Sadjadi and S. Srinivasan, "Blind Separation of Multiple Vehicle Signatures in Frequency Domain,'' Proc. of the SPIE'05 Defense and Security Symposium, Unattended Ground Sensors VI, Vol. 5796, pp.93-104, Orlando, FL, April 2005. 
  29. J. Salazar and M. R. Azimi-Sadjadi, "Adaptable Image Retrieval with Application to Underwater Target Identification", Proc. of 38th Asilomar Conference on Signals, Systems, and Computers, Monterey, CA, November 2004.
  30. A. K Falcone, M. R. Azimi-Sadjadi, J. A. Kankiewicz, and D. L. Reinke,  "Coherent-Based Feature Extraction for Cloud Analysis using Satellite Imagery Data", Proc. of 38th Asilomar Conference on Signals, Systems, and Computers, Monterey, CA, November 2004.
  31. A. Pezeshki, M.R. Azimi-Sadjadi, and L.L. Scharf, "Kernel-Based Canonical Coordinate Decomposition of Two-Channel Nonlinear Maps", Proc. of IEEE International Joint Conference on Neural Network (IJCNN 2004), pp. 3019-3024, Budapest, July 2004.
  32. M.R. Azimi-Sadjadi, S. Salazar, S.Srinivasan, and S. Sheedvash, "An Adaptable Connectionist Text Retrieval System with Relevance Feedback ", Proc. of IEEE International Joint Conference on Neural Network (IJCNN 2004), pp. 309-314, Budapest, July 2004.
  33. M.R. Azimi-Sadjadi, A. Pezeshki and L.L. Scharf, "Coherence Analysis Using Canonical Coordinate Decomposition With Applications to Sparse Processing and Optimal Array Deployment", Proc. of SPIE Symp. on Defense and Security, Orlando, FL April, 2004.
  34. M.R. Azimi-Sadjadi, L.L. Scharf , and A. Pezeshki, "Wideband DOA Estimation Algorithms for Multiple Target Detection and Tracking using Unattended Acoustic Sensors", Proc. of SPIE Symp. on Defense and Security, Orlando, FL April, 2004.
  35. M.R. Azimi-Sadjadi, L.L. Scharf , and A. Pezeshki, "Wideband DOA Estimation Algorithms for Multiple Target Detection and Tracking using Unattended Acoustic Sensors", Proc. of SPIE Symp. on Defense and Security, Orlando, FL April, 2004.
  36. A. Pezeshki , M.R. Azimi-Sadjadi, and L.L. Scharf , "Classification of Mine-Like and Non-Mine-Like Objects using Canonical Correlations", Proc. of SPIE Symp. on Defense and Security, Orlando, FL April, 2004.
  37. M. Robinson, M. R. Azimi-Sadjadi, D. Sternlicht and D. Lemonds, "Multi-Aspect Acoustic Classification of Buried Objects", Proceedings of MTSIEEE Oceans 2003, pp. 478-484, September 2003.
  38. A. Pezeshki, M. R. Azimi-Sadjadi, L. L. Scharf and M. Robinson, "Underwater Target Classification using Canonical Correlations", Proceedings of MTSIEEE Oceans 2003, pp. 1906-1911, September 2003.
  39. J. Salazar and M. R. Azimi-Sadjadi, "Identification of Underwater Mines from Electro-Optical Imagery using an Operated-Assisted Reinforcement On-Line Learning", Proceedings of MTSIEEE Oceans 2003, pp. 124-131, September 2003.
  40. A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf , "A Canonical Coordinate Decomposition Network", Proc. of the 2003 IEEE International Joint Conference on Neural Network (IJCNN 2003), pp. 1313-1317, Portland, OR, July 2003.
  41. J. Salazar, M. Robinson, and M. R. Azimi-Sadjadi, "A Hybrid HMM-Neural Network with Gradient Descent Parameter Training ", Proc. of the 2003 IEEE International Joint Conference on Neural Network (IJCNN 2003), pp. 1086-1091, Portland, OR, July 2003.
  42. M. Hasan and M.R. Azimi-Sadjadi, "Fast Algorithms for Computing Full and Reduced Rank Wiener Filters", Proc. of the 2003 Inter. Symposium on Circuits and Systems (ISCAS '03), vol. 4 , pp. 41-44, May 2003.
  43. A. Pezeshki, M. R. Azimi-Sadjadi, L. L. Scharf and M. Robinson, "A Canonical Correlation-Based Feature Extraction Method For Underwater Target Classification", Proceedings of MTSIEEE Oceans 2002, pp. 29-37, October 2002.
  44. M. R. Azimi-Sadjadi, M. Robinson, A. A. Jamshidi and G. J. Dobeck "A Biologically Inspired Adaptive Underwater Target Classification using a Multi-Aspect Decision Feedback Unit", Proceedings of MTSIEEE Oceans 2002, pp. 38-45, October 2002.
  45. J. Salazar, M. Robinson and M. R. Azimi-Sadjadi, "Multi-Aspect Discrimination of Underwater Mine-Like Object Objects using Hidden Markov Models", Proceedings of MTSIEEE Oceans 2002, pp. 46-53, October 2002.
  46. G. Tao, M. R. Azimi-Sadjadi, and A. Nevis, "Underwater Target Identification Using GVF Snake and Zernike Moments", Proc. of the MTSIEEE Oceans 2002, Biloxi, Miss, Vol. 3, pp. 1535-1541, October 2002.
  47. A. A. Jamshidi and G. J. Dobeck, "A New Sequential Decision Feedback Method with Application to Target Classification", Proc. of the 2002 IEEE International Joint Conference on Neural Network (IJCNN 2002), pp. 697-702, Honolulu, HI, May 2002.
  48. J. Salazar, M. Robinson and M. R. Azimi-Sadjadi, "Multi-Aspect Pattern Classification using Predictive Networks and Error Mapping", Proc. of the 2002 IEEE International Joint Conference on Neural Network (IJCNN 2002), pp. 1842-1847, Honolulu, HI, May 2002.
  49. M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "Adaptive Underwater Target Classification Using a K-NN-based Multi-Aspect Decision Feedback Unit," Proc. of the SPIE SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 02), Vol. 4742, pp. 452-461, Orlando, FL, April 2002.
  50. M. Robinson, M. R. Azimi-Sadjadi and A.A. Jamshidi, "Discrimination of Bottom Underwater Mine-Like Objects in Different Conditions using a Wideband Data Set", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 02), Vol. 4742, pp. 462-473, Orlando, FL, April 2002.
  51. M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "Adaptive Underwater Target Classification with Multi-Aspect Decision Feedback", Proc. of the 2001 IEEE International Joint Conference on Neural Network (IJCNN 2001), pp. 1554-1559, Washington, D.C. July 2001.
  52. M. R. Azimi-Sadjadi, J. Wang, K. Saitwal and D. Reinke, "A Multi-Channel Temporally Adaptable System for Continuous Cloud Classification from Satellite Imagery", Proc. of the 2001 IEEE International Joint Conference on Neural Network (IJCNN 2001), pp. 1625-1630, Washington, D.C. July 2001.
  53. D. Li, M. R. Azimi-Sadjadi, A. A. Jamshidi and G. J. Dobeck, "Comparison of Confidence Level of Different Classification Paradigms for Underwater Target Discrimination", Presented at the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 01), Orlando, FL, April 2001.
  54. M. R. Azimi-Sadjadi, A. A. Jamshidi and A. Nevis, "Target Identification Using Zernike Moments and Neural Networks", Presented at the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 01), Orlando, FL, April 2001.
  55. M. R. Azimi-Sadjadi and S.A. Zekavat, "Cloud Classification using Support Vector Machines", Proc. of the 2000 IEEE Geoscience and Remore Sensing Symposium (IGRASS 2000), Vol. 2, pp. 669-671, Honolulu, Hawaii, July 2000.
  56. M. R. Azimi-Sadjadi, S. Glegg and E. Dufour, "Multiple Target Localization using Passive Volume Array and Adaptive Spectral Whitening Schemes", Proc of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 00), Orlando, FL, April 2000.
  57. M. R. Azimi-Sadjadi, D. Yao and G.J. Dobeck, "Comparison of Effects of Sonar Bandwidth for Underwater Target Classification", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 300-310, Orlando, FL, April 2000.
  58. M. R. Azimi-Sadjadi, D. Yao and G.J. Dobeck, "Underwater Target Classification In Changing Environments Using Adaptive Feature Mapping Schemes", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 322-333, Orlando, FL, April 2000.
  59. M. R. Azimi-Sadjadi, D. Li and G.J. Dobeck, "Comparison of Different Neural Network Classification Paradigms for Underwater target Discrimination", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 334-345, Orlando, FL, April 2000.
  60. X. Yu and M. R. Azimi-Sadjadi, "A Neural Network-Based Sequential Bayes Classifier for Moving Target Discrimination", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'99), Washington DC, July 1999.
  61. B. Tian, M. R. Azimi-Sadjadi, and W.F. Gao, "Comparison of Two Different PNN Training Approaches for satellite Cloud Data Classification", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'99), Washington DC, July 1999.
  62. D. Yao, M. R. Azimi-Sadjadi, and G.J. Dobeck, "Adaptive Feature Mapping for Underwater Target Classification", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'99), Washington DC, July 1999.
  63. M. R. Azimi-Sadjadi and X. Yu, "Neural Network Directed Bayes Decision Rule for Moving target Classification", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 99), Orlando, FL, April 1999.
  64. M. R. Azimi-Sadjadi, D. Yao and G.J. Dobeck, "An Adaptive Underwater Target Classification System", Presented at the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 99), Vol. 3710, pp.709-717, Orlando, FL, April 1999.
  65. S.H. Seo and M. R. Azimi-Sadjadi, "2-D Filter-Based Disparity Compensation using Sequential Orthogonal Subspace Updating", Presented at IEEE Intern. Conf. on Image Processing (ICIP'98), Chicago, IL, October 1998.
  66. B. Tian, M. R. Azimi-Sadjadi, T. Vonder-Haar and D. Rienke, "A Temporal Adaptive Probabilistic Neural Network for Cloud Classification from Satellite Imagery", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'98), Vol.III, pp.1732-1737, Anchorage, AL, May 1998.
  67. Q. Huang, M. R. Azimi-Sadjadi, and G.J. Dobeck, "Underwater Target Classification using Wavelet Packets and Neural Networks", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'98), Vol. I, pp.177-182, Anchorage, AL, May 1998.
  68. S.H. Seo, M. R. Azimi-Sadjadi, "Orthogonal Subspace Projection Filtering for Stereo Image Compression", Proc. of IEEE Intern. Conf. on Acoustic, Speech and Signal Processing (ICASSP'98), Seattle, WA, May 1998.
  69. M. R. Azimi-Sadjadi, C. Yuan, J. Wilbur and R. McDonald, "Post-processing of Sonar Imagery using Recursive High Order Correlation Method", Proc. of IEEE Intern. Conf. on Acoustic, Speech and Signal Processing (ICASSP'98), Seattle, WA, May 1998.
  70. M. R. Azimi-Sadjadi, Q. Huang and G.J. Dobeck, "Underwater Target Classification using Multi-Aspect Fusion and Neural Networks", Proc. SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 98), Vol. 3392 (I), pp. 334-341, Orlando, FL, April 1998.
  71. Q. Huang, M. R. Azimi-Sadjadi and S. Sheedvash, "A Structurally Adaptive Neural Network for Underwater Target Classification", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 98), Vol. 3392 (II), pp. 941-951, Orlando, FL, April 1998.
  72. B. Tian, M. R. Azimi-Sadjadi, M.Shiake and T. Vonder-Haar, "Neural Network-Based Cloud Classification of Satellite Imagery using Textural Features", Proc. of IEEE Intern. Conf. on Image Processing (ICIP'97), Vol.III, pp.209-212, Santa Barbara, CA, October 1997.
  73. S.H. Seo, M. R. Azimi-Sadjadi, and B.Tian "A Least Squared-Based 2-D Filtering for Disparity Estimation", Proc. of IEEE Intern. Conf. on Image Processing (ICIP'97), Vol.III, pp.260-263, Santa Barbara, CA, October 1997.
  74. O. Yanez-Suarez and M. R. Azimi-Sadjadi, "Automatic Analysis of Complex Scenes of Airborne Fiberglass Preparation for Scanning Electron Microscopy Imagery", Proc. of IEEE Intern. Conf. on Image Processing (ICIP'97), Vol. III, pp.438-441, Santa Barbara, CA, October 1997.
  75. S. Sheedvash and M. R. Azimi-Sadjadi, "Structural Adaptation in Neural Networks with Applications to Land Mine Detection", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'97), pp.1443-1447, Houston, TX, 1997.
  76. O. Yanez-Suarez and M. R. Azimi-Sadjadi, "Entropy Driven Structure Adaptation in Sample-Space Self-Organization Feature Maps for Pattern Recognition", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'97), pp.287-291, Houston, TX, 1997.
  77. C.T. Chen, M. R. Azimi-Sadjadi and C. Yuan, "Signal Representation using Adaptive Wave-Net", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'97), pp.2225-2230, Houston, TX, 1997.
  78. M. R. Azimi-Sadjadi, C. Yuan, M. Hasan, J.Wilbur and G.Dobeck, "Target Detection from TVSS Shallow Water Data using a Multi-channel Sub-band Adaptive Filtering Scheme", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.36-47, Orlando, FL, April 1997.
  79. A.C. Dubey, C. Yuan and M. R. Azimi-Sadjadi, "Comparison of two Different Wavelet-based Approaches for Target Detection in Active Sonar Data", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.225-230, Orlando, FL, April 1997.
  80. M. Hasan, M. R. Azimi-Sadjadi, J.Wilbur and G.Dobeck, "Fourth Order Cumulant for Detection of Specular Components from Acoustic Backscatter", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.48-59, Orlando, FL, April 1997.
  81. S. Sheedvash and M. R. Azimi-Sadjadi, "Structural Adaptation in Neural Networks with Applications to Mine Target Detection", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.174-180, Orlando, FL, April 1997.
  82. M. R. Azimi-Sadjadi and M. Shaike, and D.Reinke "Neural Network-Based Cloud DetectionClassification using Textural and Spectral Features", Proc. of IEEE Inter. Geoscience and Remote Sensing Symp. (IGARSS'96), pp.1105-1107, Lincoln, NE, July 1996.
  83. B. Tian, M. R. Azimi-Sadjadi, M. Shaike, and T. Vonder-Haar, "A FFT-Based Algorithm for Computation of Gabor Transform with Applications to Cloud DetectionClassification", Proc. of IEEE Inter. Geoscience and Remote Sensing Symp. (IGARSS'96), pp.1108-1110, Lincoln, NE, July 1996.
  84. M. Hasan, M. R. Azimi-Sadjadi, J.Wilbur and G.Dobeck, "A Modified Block FTF Adaptive Algorithm with Applications to Underwater Target Detection", Proc. of Inter. Symp. on Circuits & Syst. (ISCAS'96), Atlanta, GA, May 1996.
  85. M. Shaike, B. Tian, M. R. Azimi-Sadjadi, K.Eis, and T. Vonder-Haar, "An Automatic Neural Network-Based Cloud DetectionClassification Scheme using Multi-Spectral and Textural Features", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 96), Vol.2758, pp.51-61, Orlando, FL, April 1996.
  86. M. R. Azimi-Sadjadi, S. Charleston, J.Wilbur and G.Dobeck, "Joint Time Delays using New Spectral Estimation Schemes with Applications to Underwater Target Detection", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 96), Vol.2758, pp.215-224, Orlando, FL, April 1996.
  87. M. Hasan, M. R. Azimi-Sadjadi, J.Wilbur and G.Dobeck, "Separation of Multiple Time Delays using New Spectral Estimation Schemes with Applications to Underwater Target Detection", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 96), Vol.2756, pp.215-224, Orlando, FL, April 1996.
  88. M. R. Azimi-Sadjadi, J.Wilbur and G.Dobeck, "Adaptive Extraction of Resonances in Acoustic Backscatter from Elastic Targets", Proc. of 1995 IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'95), pp. 1948-1951, Detroit, MI May 1995.
  89. J. Nanbara and M. R. Azimi-Sadjadi, "Target Detection Utilizing Neural Networks and Modified High Order Correlation Method", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 95), Vol.2496, pp.687-697, Orlando, FL, April 1995.
  90. M. R. Azimi-Sadjadi and X. Miao, "Mine Target Detection Using Principal Components and Neural Network Methods", Proc. of the SPIE Intern. Symp. on AerospaceDefense Sensing and Control (AEROSENSE, 95), Vol.2496, pp.675-686, Orlando, FL, April 1995.
  91. A. Ibrahim and M. R. Azimi-Sadjadi, "A Fast Learning Algorithm for Gabor Transform Extraction", Proc. of 1994 IEEE Inter. Symp. on Circuits and Systems, (ISCAS'94), London, U.K., May 1994.
  92. R.J. Liou and M. R. Azimi-Sadjadi, "Multiple Target Detection and Track Identification using Modified High Order Correlations", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'94), pp.3277-3282, Orlando, FL, June 1994.
  93. R.J. Liou, M. R. Azimi-Sadjadi, D. Reinke, T. Vonder-Haar and K.Eis, "Detection and Classification of Cloud Data from Geostationary Satellite using Artificial Neural Networks", Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'94), pp.4327-4332, Orlando, FL, June 1994.
  94. R. Xiao and M. R. Azimi-Sadjadi, "Neural Network Decision Directed Edge-Adaptive Kalman Filter", Invited Paper, Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'94), pp.4084-4089, Orlando, FL, June 1994.
  95. A. Ibrahim and M. R. Azimi-Sadjadi, "A Fast Learning Algorithm for Gabor Transform with Applications to Data Reduction and Pattern Classification",Proc. of IEEE Intern. Conf. on Neural Networks (ICNN'94), pp.4321-4325, Orlando, FL, June 1994.
  96. L. Xu and M. R. Azimi-Sadjadi, "Two-Dimensional Vector Modeling of Image Random Field using Neyral Networks", Proc. of 1993 IEEE Inter. Symp. on Circuits and Systems, (ISCAS'93), pp.838-841, Chicago, May 1993.
  97. M. Hasan and M. R. Azimi-Sadjadi, "Noncausal Image Modeling with Applications to Image Restoration", Proc. of 1993 IEEE Inter. Symp. on Circuits and Systems, (ISCAS'93), pp.842-845, Chicago, May 1993.
  98. L.Xu and M. R. Azimi-Sadjadi, " Two-Dimensional Vector Modeling of Image Random Field using Artificial Neural Networks", Proc. of 1993 IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'93), pp.I-581-584, Minneapolis, May 1993.
  99. H. Pan and M. R. Azimi-Sadjadi, "Two-Dimensional Block LMS Adaptive Algorithm", Proc. of 1993 SPIE Conf. Image Processing, San Jose, February 1993.
  100. R.J. Liou and M. R. Azimi-Sadjadi, "Dim Target Detection and Clutter Rejection using Modified High Order Correlation Neural Network", Proc. of the 1992 IEEE Inter. Joint Conf. in Neural Networks (IJCNN'92), pp.IV. 289-294, Baltimore, June 1992.
  101. A.N. Balan and M. R. Azimi-Sadjadi, "Detection of Buried Dielectric Anomalies by Means of Bispectrum Method", Proc. of 1992 IEEE International Conference on Instrumentation and Measurement, pp. 80-83, New York, May 1992.
  102. S.Bannour and M. R. Azimi-Sadjadi, " An Adaptive Approach for Optimal Data Reduction Using Recursive Least Squares Learning Method", Proc. of 1992 IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'92), pp. II-297-300, San Fransisco, CA.
  103. M. R. Azimi-Sadjadi, S. Sheedvash and F.O. Trujillo, "A New Approach for Dynamic Node Creation in Multi-Layer Neural Networks", Proc. of the 1991 IEEE Inter. Joint Conf. in Neural Networks (IJCNN'91), pp. 2631-2638, Singapore, November 1991.
  104. S. Bannour and M. R. Azimi-Sadjadi, "Principal Component Extraction using Recursive Least Squares Learning Method", Proc. of the 1991 IEEE Inter. Joint Conf. in Neural Networks (IJCNN'91), pp. 2110-2115, Singapore, November 1991.
  105. S. Ghaloum and M. R. Azimi-Sadjadi, "Terrain Classification in SAR Images using Principal Components Analysis and Neural Networks", Proc. of the 1991 IEEE Inter. Joint Conf. in Neural Networks (IJCNN'91), pp.2390-2395, Singapore, November 1991.
  106. R.J. Liou, M. R. Azimi-Sadjadi and R. Dent "Detection of Dim Targets in High Cluttered Background using High Order Correlation Network", Proc. of the 1991 IEEE Inter. Joint Conf. in Neural Networks (IJCNN'91), pp.I-701-706 Seattle, WA, July 1991.
  107. M. R. Azimi-Sadjadi and S. Sheedvash, "Recursive Node Creation in Back-Propagation Networks using Orthogonal Projection Method", Proc. of the 1991 IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'91), pp.2181-2184, Toronto, Canada, May 1991.
  108. M. R. Azimi-Sadjadi, D. Poole, S. Sheedvash and K. Sherbundy, "Detection and Classification of Buried Dielectric Anomalies using a Separated Aperture Sensor and a Neural Network Discriminator", Proc. of IEEE International Conference on Instrumentation and Measurement, pp.432-439, Atlanta, May 1991.
  109. M. R. Azimi-Sadjadi and K. Khorasani, "A Decomposition-Aggregation Approach for 2-D Systems", Proc. of the IEEE Inter. Symp. on Circuits and Systems, (ISCAS'90), pp. 2481-2485, New Orleans, LA, May 1990.
  110. M. R. Azimi-Sadjadi and S. Bannour, "Two-Dimensional Adaptive Block Kalman Filtering of Radar Imagery", Proc. of the IEEE Inter. Symp. on Circuits and Systems, (ISCAS' 90), pp. 246-249, New Orleans, LA, May 1990.
  111. S. Citrin and M. R. Azimi-Sadjadi, "A Full-Plane Block Kalman Filter for Image Estimation", Proc. of the IEEE Inter. Symp. on Circuits and Systems, (ISCAS' 90), pp. 767-770, New Orleans, LA, May 1990.
  112. M. R. Azimi-Sadjadi, S. Citrin and S. Sheedvash, "Supervised Learning Process of Multi-Layer Perceptron Neural Networks using Fast Least Squares", Proc. of IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP' 90), pp. 1381-1384, Albuquerque, NM, April 1990.
  113. T. Lu and M. R. Azimi-Sadjadi, "Skew-Pipeline and Interleaved Pipeline Structures for 2-D Recursive Filtering", Proc. of IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP' 90), pp. 1037-1040, Albuquerque, NM, April 1990.
  114. M. R. Azimi-Sadjadi and S. Citrin, "Fast Learning Process of Multi-Layer Neural Nets using Recursive Least Squares Technique", Proc. of the 1989 IEEE Inter. Joint Conf. in Neural Networks, Washington, DC, June 1989.
  115. M. R. Azimi-Sadjadi and E.M. Nebot, "Parallel and Sequential Block Kalman Filtering", Proc. of American Control Conf., pp. 853-858, Pittsburgh, PA, June 1989.
  116. M. R. Azimi-Sadjadi, S. Bannour and S. Citrin, "A 2-D Adaptive Diagonal Block Kalman Filter for Non-Symmetric Half Plane Image Models", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS' 89), pp. 1528-1531, Portland, OR, May 1989.
  117. M. R. Azimi-Sadjadi, "Strip Kalman Filtering for Image Restoration: New Results", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS'89), pp. 553-556, Portland, OR, May 1989.
  118. M. R. Azimi-Sadjadi and K. Khorasani, "Model Reduction for 2-D Systems", Proc. of IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP' 89), pp. 1598-1601, Scotland, UK, May 1989.
  119. M. R. Azimi-Sadjadi and E.M. Netbot, "2-D Kalman Filtering for Image Restoration in the Presence of Additive and Signal Dependent Degradations", Proc. of 22nd Asilomar Conf. on Signals, Systems and Computers, pp. 290-294, Monterey, CA, November 1988.
  120. M. R. Azimi-Sadjadi and K.Khorasani, "Reduced Order Strip Kalman Filtering using Singular Perturbation Method", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS' 88), pp. 2081-2084, Espoo, Finland, June 1988.
  121. M. R. Azimi-Sadjadi, "Estimation and Identification for 2-D Block Kalman Filtering", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS'88), pp. 2077-2080, Espoo, Finland, June 1988.
  122. M. R. Azimi-Sadjadi and K. Khorasani, "Application of Singular Pertubation for Modelling the Image Field in Recursive Restoration", Proc. of the 26th IEEE Conf. on Desition and Control (CDC '87), pp.2120-2121, Los Angles, CA, December 1987.
  123. M. R. Azimi-Sadjadi and K,Khorasani, "Block Implemented Two-Time Scale Discrete-Time Systems and its Relation to Multi-Rate Composite Control", Proc. of the American Control Conf. (ACC'87), pp. 1181-1186, Minneapolis, MN, June 1987.
  124. M. R. Azimi-Sadjadi, "Speckled Image Restoration by Adaptive block Kalman Filtering", Proc. of IEEE Inter. Symp. On Geoscience and Remote Sensing (IGARS'87), pp. 1449-1455, Ann Arbor, MI, May 1987.
  125. M. R. Azimi-Sadjadi, "Two-Dimensional Adaptive Block Recursive Filtering", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS'87), pp. 446-450, Philadelphia, PA, May 1987.
  126. M. R. Azimi-Sadjadi, A.R. Rostampour and T.Lu, "Parallel Architectures for 2-D Block Processing", Proc. of IEEE Pacific RIM Conf. on Communications, Computers and Signal Processing, pp. 455-460, Victoria, B.C, Canada, June 1987.
  127. M. R. Azimi-Sadjadi and P.W. Wong, "An Image Generation Model For Block Kalman Filtering", Proc. of IEEE Inter. Symp. on Circuits and Systems (ISCAS'86), San Jose, CA, May 1986.
  128. M. R. Azimi-Sadjadi, "Stability of 2-D Block-State Structures", Proc. of the 28th Midwest Symp. on Circuits and Systems, pp. 301-304, Louisville, KY, August 1985.
  129. M. R. Azimi-Sadjadi and P.W. Wong, "A Multi-Input, Multi-Output Structure for Modeling Blur in Image Restoration", Proc. of the 28th Midwest Symp. on Circuits and Systems, pp. 458-460, Louisville, KY, August 1985.
  130. M. R. Azimi-Sadjadi, "2-D DFT of Blocked Sequences and Block Circulant Matrices (Special Types), Proc. of the IEEE Inter. Symp. on Circuits and Systems (ISCAS'85), pp. 957-960, Kyoto, Japan, June 1985.
  131. M. R. Azimi-Sadjadi, "An Efficient algorithm for Characteristic Polynomial of 2-D State-Space Structures", Proc. of the IEEE Inter. Conf. on Acoustics, Speech and signal Processing (ICASSP'84), pp. 4.3.4.1-43.4.4, san Diego, CA, March 1984.
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  133. M. R. Azimi-Sadjadi, "Finite Word Effects in 2-D Block-Implemented Fixed Point Digital Filters", Proc. of the IEEE Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP'83), pp. 627-630, Boston, MA, April 1983.
  134. M. R. Azimi-Sadjadi, "Block Implementation of Two-Dimensional Digital Filters", Proc. of the IEEE Computer Society Inter. Conf. on Medical Computer ScienceComputational Medicine, pp. 160-169, Philadelphia, PA, September 1982.
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BOOKS:

Currently writing a new textbook on Digital Image Processing. I have signed a contract with the John Wiley and Sons Publishing Co to finalize the book by June 2003. This book consists of six parts and twenty five chapters covering almost all the main areas of DIP. This book can be used both at the undergraduate and graduate levels. In addition, this textbook provides the readers with an appreciation of real-life applications of the DIP area by including several real-life examples. More importantly, this book addresses the critical shortfall of all the available textbooks in this area mainly the fact that they do not utilize the readily available MATLAB toolbox in this area.

BOOK CHAPTERS:

Three Chapters on:

  • State-Space Description - Chapter 7
  • Block Implementation of Digital Filters - Chapter 8
  • Image Modeling - Chapter 10 in "Digital Filtering in One and Two Dimensions", Plenum Press, 1989.

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