Dr. Mahmood R Azimi-Sadjadi

Publications

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  Refereed Journal Articles Top
75 1. N. Klaunser and M.R. Azimi-Sadjadi, “ Detection in Multiple Disparate Systems using Multi-Channel Coherence Analysis”, to appear in IEEE Trans on Aerospace and Electronic Systems. 2011
74 2. M. McCarron, M.R. Azimi-Sadjadi, and M. Mungiole, “An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction”, Neural Networks Journal, Vol. 2, pp.91-99, March 2012. 2011
73 3. 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. 2011
72 4. 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. 2011
71 M. McCarron, M.R. Azimi-Sadjadi, and M. Mungiole, "An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction", Accepted, Neural Networks Journal. 2010
70 J.D. Tucker and M.R. Azimi-Sadjadi, “ Coherence-Based Underwater Target Detection from Multiple Disparate Sonar Platforms”, Accepted, IEEE Journal of Onceanic Engr. 2010
69 IMAGING, MANIPULATION, AND ANALYSIS OF BIOMOLECULES, CELLS, AND TISSUES VIII Book Series: Proceedings of SPIE-The International Society for Optical Engineering Volume: 7568 Pages: - Published: 2010 2010
68 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. 2009
67 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. 2009
66 M.R. Azimi-Sadjadi, A. Pezeshki, L. Scharf and N. Roseveare, "Direction of Arrival Estimation of Wideband Sources" IEEE Trans. on Aerospace and Electronic Systems, vol. 44, pp. 1585-1598, October 2008. 2008
65 B. Thompson and M.R. Azimi-Sadjadi, "Iterative Multi-Channel Coherence Analysis with Applications", Neural Network Journal, Special Issue, vol. 21, pp. 493-501, April 2008. 2008
64 M. R. Azimi-Sadjadi, J. Salazar and S. Srinivasan, "A Connectionist Text Retrieval System with Relevance Feedback- Query Mapping", IEEE Trans. on Neural Networks, vol.18, pp. 1597-1613, November 2007. 2007
63 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. 2007
62 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. 2007
61 G. Wichern, M. R. Azimi-Sadjadi, and M. Mungiole, "Environmentally Adaptive Acoustic Transmission Loss Prediction in Turbulent and Non-turbulent Atmosphere", Special Issue, Neural Network Journal, Vol. 20 pp. 484-497, May 2007. 2007
60 M. Robinson, M.R. Azimi-Sadjadi and J. Salazar, "Multi-Aspect Classification Using Hidden Markov Models and Neural Networks", Vol. 16, pp.447-459, IEEE Trans. on Neural Networks 2005
59 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, pp. 121-135, January 2005. 2005
58 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. 2004
57 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. 2004
56 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. 2003
55 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. 2003
54 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. 2002
53 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. 2002
52 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. 2001
51 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 2001
50 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. 2001
49 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 2000
48 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. 2000
47 H. Aoki , M.R. Azimi-Sadjadi and Y. Kosugi, "Image Association Using a Complex-Valued Associative Memory Model", IEICE Trans. on Funamentals of Electronics, Communications, and Computer Sciences, Vol. E83-A, pp.1824-1832, September 2000 2000
46 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. 2000
45 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 2000
44 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. 2000
43 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 2000
42 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 1999
41 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. 1999
40 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. 1999
39 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. 1999
38 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 1998
37 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 1998
36 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 1998
35 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 1998
34 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 1997
33 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 1996
32 S. Charleston and M.R. Azimi-Sadjadi, "Kalman Filtering for Processing of Lung Sounds", IEEE Trans. on Biomedical Engineering, April 1996 1996
31 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 1996
30 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. 1995
29 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 1995
28 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. 1995
27 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 1995
26 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. 1995
25 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 1994
24 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 1994
23 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. 1993
22 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 1993
21 M.R. Azimi-Sadjadi, S. Sheedvash and F. Trujillo, "Dynamic Node Creation in Multi-layer Neural Networks using Orthogonal Projection Method", IEEE Trans. on Neural Networks, Vol.4, pp.242-256, March 1993. 1993
20 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 1993
19 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 1992
18 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. 1992
17 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. 1992
16 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. 1992
15 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. 1991
14 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 1991
13 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 1991
12 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. 1991
11 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. 1990
10 M.R. Azimi-Sadjadi, "New Results in Strip Kalman Filtering", IEEE Trans. on Circuits and Systems, Vol.CAS-36, pp.893-897, June 1989. 1989
9 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 1989
8 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. 1987
7 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 1987
6 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 1987
5 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. 1987
4 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. 1986
3 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. 1983
2 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 1982
1 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. 1981
 
  Refereed Chapters in Books Top
3 State-Space Description -- Chapter 7 in "Digital Filtering in One and Two Dimensions", Plenum Press, 1989. 1989
2 Block Implementation of Digital Filters -- Chapter 8 in "Digital Filtering in One and Two Dimensions", Plenum Press, 1989. 1989
1 Image Modeling -- Chapter 10 in "Digital Filtering in One and Two Dimensions", Plenum Press, 1989. 1989
 
  Refereed Conference Proceedings Top
1 N. Wachowski and M.R. Azimi-Sadjadi, "Buried Underwater Target Classification using Frequency Suuband Coherence Analysis", Proc. of IEEE/MTS Oceans, Quebec City, Sept 2008. 2008
 
  Non-Refereed Journal Articles / Chapters / Proceedings / Transactions Top
143 N. Wachowski and M.R. Azimi-Sadjadi, and R. Holtzapple, “SAS-Like Acoustic Color Processing for Single-Hydrophone Sonar Platforms”, Proc. of IEEE/MTS Oceans, Seattle, September 2010. 2010
142 N. Kluasner, M.R. Azimi-Sadjadi, and J.D. Tucker, “Multi-Sonar Target Detection using Multi-Channel Coherence Analysis”, Proc. of IEEE/MTS Oceans, Seattle, September 2010. 2010
141 M.R. Azimi-Sadjadi and N. Wachowski, “An Information Theoretic Approach to In-Situ Underwater Target Classification ”, Proc. of IEEE Intern Joint Conf on, Neural Networks, July 2010. 2010
140 N. Kluasner, M.R. Azimi-Sadjadi, and J.D. Tucker, "Multi-Platform Target Detection using Multi-Channel Coherence Analysis and Robustness to the Effects of Disparity", Proc. of IEEE/MTS Oceans, Biloxi, October 2009. 2009
139 N. Kluasner, M.R. Azimi-Sadjadi, and J.D. Tucker, “Underwater Target Detection from Multi-Plaform Sonar Imagery using Multi-Channel Coherence Analysis”, Proc. of IEEE Intern Conf on Systems, Man, and Cybernetics, San Antonio, TX 2009. 2009
138 M. Kabatek, M.R. Azimi-Sadjadi, and J.D. Tucker, “An Underwater Target Detection System for Electro-Optical Imagery Data”, Proc. of IEEE/MTS Oceans, Biloxi, October 2009. 2009
137 Y. Zhao, M.R. Azimi-Sadjadi, and N. Wachowski, “Target Coherence Analysis using Canonical Correlation Decomposition for SAS Data”, Proc. of IEEE/MTS Oceans, Biloxi, October 2009. 2009
136 Y. Zhao, M.R. Azimi-Sadjadi, and N. Wachowski, “Spatial Correlation Analysis using Canonical Correlation Decomposition of Sparse Sonar Array Processing ”, Proc. of IEEE Intern Conf on Systems, Man, and Cybernetics, San Antonio, TX October 2009. 2009
135 N. Wachowski and M.R. Azimi-Sadjadi, “A Likelihood-Based Decision Feedback System for Multi-Aspect Classification of Underwater Targets”, Proc. of IEEE Intern Joint Conf on, Neural Networks, pp. 390-397, Atlanta, GA, June 2009. 2009
134 M. McCarron, M.R. Azimi-Sadjadi, M. Mungiole, and D . Martin, “Rapid Transmission Loss Prediction Using An Operationally Adaptive Ssystem”, Proc. of IEEE Intern Joint Conf on, Neural Networks, pp. 2050-2057, Atlanta, GA, June 2009. 2009
133 D. Tucker, N. Klausner, and M.R. Azimi-Sadjadi, "Target Detection in M-Disparate Sonar Platforms using Multi-Channel Hypothesis Testing", Proc. of IEEE/MTS Oceans, Quebec City, Sept 2008. 2008
132 M.R. Azimi-Sadjadi and D. Tucker, "Target Detection from Dual Disparate Sonar Platforms using Canonical Correlations", Proc. of SPIE, vol. 6953, March 2008. 2008
131 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. 2007
130 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. 2007
129 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. 2007
128 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. 2007
127 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. 2007
126 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. 2007
125 J. D. Tucker, 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. 2007
124 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. 2007
123 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. 2007
122 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. 2007
121 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 2006
120 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 2006
119 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 2006
118 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 2006
117 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 2006
116 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 2006
115 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 2006
114 K. 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. 2005
113 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. 2005
112 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 2005
111 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. 2005
110 M. R. Azimi-Sadjadi and K. 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 2005
109 M. Yamada and M.R. Azimi-Sadjadi, "Kernel Wiener Filter using Canonical Correlation Framework", Proc. of IEEE/SP 13th Workshop on Statistical Signal Processing, Bordeaux, France, July 2005. 2005
108 A. Falcone and M.R. Azimi-Sadjadi, "Multi-Satellite Cloud Product Generation Over Land and Ocean Using Canonical Coordinate Features", Proc. of IEEE/MTS Oceans 2005 Conference, Washington DC, September 2005 2005
107 M. Yamada, M.R. Azimi-Sadjadi and J. Cartmill, "Buried Underwater Target Classification using the New BOSS and Canonical Correlation Feature Extraction", Proc. of IEEE/MTS Oceans 2005 Conference, Washington DC, September 2005. 2005
106 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. 2005
105 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. 2004
104 M.R. Azimi-Sadjadi, J. Salazar, K.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. 2004
103 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. 2004
102 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 2004
101 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 2004
100 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. 2004
99 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. 2004
98 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. 2003
97 M. Robinson, M. R. Azimi-Sadjadi, D. Sternlicht and D. Lemonds, "Multi-Aspect Acoustic Classification of Buried Objects", Proceedings of MTS/IEEE Oceans 2003, pp. 478-484, September 2003 2003
96 A. Pezeshki, M. R. Azimi-Sadjadi, L. L. Scharf and M. Robinson, "Underwater Target Classification using Canonical Correlations", Proceedings of MTS/IEEE Oceans 2003, pp. 1906-1911, September 2003. 2003
95 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 MTS/IEEE Oceans 2003, pp. 124-131, September 2003 2003
94 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 2003
93 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 2003
92 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 MTS/IEEE Oceans 2002, pp. 29-37, October 2002. 2002
91 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 MTS/IEEE Oceans 2002, pp. 38-45, October 2002 2002
90 J. Salazar, M. Robinson and M. R. Azimi-Sadjadi, "Multi-Aspect Discrimination of Underwater Mine-Like Object Objects using Hidden Markov Models", Proceedings of MTS/IEEE Oceans 2002, pp. 46-53, October 2002. 2002
89 G. Tao, M.R. Azimi-Sadjadi, and A. Nevis, "Underwater Target Identification Using GVF Snake and Zernike Moments", Proc. of the MTS/IEEE Oceans 2002, Biloxi, Miss, vol. 3, pp. 1535-1541, October 2002. 2002
88 A. Jamshidi, M.R. Azimi-Sadjadi, 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. 2002
87 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. 2002
86 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 Aerospace/Defense Sensing and Control (AEROSENSE, 02), Vol. 4742, pp. 452-461, Orlando, FL, April 2002. 2002
85 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 Aerospace/Defense Sensing and Control (AEROSENSE, 02), Vol. 4742, pp. 462-473, Orlando, FL, April 2002. 2002
84 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. 2001
83 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 2001
82 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 Aerospace/Defense Sensing and Control (AEROSENSE, 01), Orlando, FL, April 2001 2001
81 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 Aerospace/Defense Sensing and Control (AEROSENSE, 01), Orlando, FL, April 2001 2001
80 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. 2000
79 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 Aerospace/Defense Sensing and Control (AEROSENSE, 00), Orlando, FL, April 2000 2000
78 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 Aerospace/Defense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 300-310, Orlando, FL, April 2000. 2000
77 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 Aerospace/Defense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 322-333, Orlando, FL, April 2000. 2000
76 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 Aerospace/Defense Sensing and Control (AEROSENSE, 00), Vol. 4038, pp. 334-345, Orlando, FL, April 2000 2000
75 M.R. Azimi-Sadjadi, D. Yao and G.J. Dobeck, "An Adaptive Underwater Target Classification System", Presented at the SPIE Intern. Symp. on Aerospace/Defense Sensing and Control (AEROSENSE, 99), Vol. 3710, pp.709-717, Orlando, FL, April 1999. 1999
74 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 1999
73 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. 1999
72 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 1999
71 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 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 Aerospace/Defense Sensing and Control (AEROSENSE, 98), Vol. 3392 (I), pp. 334-341, Orlando, FL, April 1998. 1998
69 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 Aerospace/Defense Sensing and Control (AEROSENSE, 98), Vol. 3392 (II), pp. 941-951, Orlando, FL, April 1998. 1998
68 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. 1998
67 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. 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, 1998
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. 1998
64 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. 1997
63 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. 1997
62 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. 1997
61 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. 1997
60 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. 1997
59 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. 1997
58 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 Aerospace/Defense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.36-47, Orlando, FL, April 1997. 1997
57 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 Aerospace/Defense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.225-230, Orlando, FL, April 1997. 1997
56 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 Aerospace/Defense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.48-59, Orlando, FL, April 1997. 1997
55 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 Aerospace/Defense Sensing and Control (AEROSENSE, 97), Vol.3097, pp.174-180, Orlando, FL, April 1997. 1997
54 M.R. Azimi-Sadjadi and M. Shaike, and D.Reinke "Neural Network-Based Cloud Detection/Classification using Textural and Spectral Features", Proc. of IEEE Inter. Geoscience and Remote Sensing Symp. (IGARSS'96), pp.1105-1107, Lincoln, NE, July 1996. 1996
53 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 Detection/Classification", Proc. of IEEE Inter. Geoscience and Remote Sensing Symp. (IGARSS'96), pp.1108-1110, Lincoln, NE, July 1996. 1996
52 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. 1996
51 M. Shaike, B. Tian, M.R. Azimi-Sadjadi, K.Eis, and T. Vonder-Haar, "An Automatic Neural Network-Based Cloud Detection/Classification Scheme using Multi-Spectral and Textural Features", Proc. of the SPIE Intern. Symp. on Aerospace/Defense Sensing and Control (AEROSENSE, 96), Vol.2758, pp.51-61, Orlando, FL, April 1996. 1996
50 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 Aerospace/Defense Sensing and Control (AEROSENSE, 96), Vol.2758, pp.215-224, Orlando, FL, April 1996 1996
49 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 Aerospace/Defense Sensing and Control (AEROSENSE, 96), Vol.2756, pp.215-224, Orlando, FL, April 1996. 1996
48 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. 1995
47 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 Aerospace/Defense Sensing and Control (AEROSENSE, 95), Vol.2496, pp.687-697, Orlando, FL, April 1995. 1995
46 M.R. Azimi-Sadjadi and X. Miao, "Mine Target Detection Using Principal Components and Neural Network Methods", Proc. of the SPIE Intern. Symp. on Aerospace/Defense Sensing and Control (AEROSENSE, 95), Vol.2496, pp.675-686, Orlando, FL, April 1995. 1995
45 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. 1994
44 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. 1994
43 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. 1994
42 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. 1994
41 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. 1994
40 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. 1993
39 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. 1993
38 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. 1993
37 H. Pan and M.R. Azimi-Sadjadi, "Two-Dimensional Block LMS Adaptive Algorithm", Proc. of 1993 SPIE Conf. Image Processing, San Jose, February 1993. 1993
36 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. 1992
35 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. 1992
34 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. 1992
33 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. 1991
32 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. 1991
31 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. 1991
30 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. 1991
29 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. 1991
28 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. 1991
27 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. 1990
26 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. 1990
25 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. 1990
24 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. 1990
23 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. 1990
22 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. 1989
21 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. 1989
20 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. 1989
19 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. 1989
18 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. 1989
17 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. 1988
16 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. 1988
15 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. 1988
14 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. 1987
13 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. 1987
12 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. 1987
11 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. 1987
10 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. 1987
9 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. 1986
8 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. 1985
7 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. 1985
6 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. 1985
5 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. 1984
4 M.R. Azimi-Sadjadi, "A 2-D Block-State Realization Model", Proc. of the IEEE Inter. Symp. on Circuits and Systems (ISCAS'83), pp. 919-922, Newport Beach, CA, May 1983. 1983
3 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. 1983
2 M.R. Azimi-Sadjadi, "Block Implementation of Two-Dimensional Digital Filters", Proc. of the IEEE Computer Society Inter. Conf. on Medical Computer Science/Computational Medicine, pp. 160-169, Philadelphia, PA, September 1982. 1982
1 M.R. Azimi-Sadjadi and R.A.King, "Block Implementation of 2-D Digital Filters", Proc. of 22nd Midwest Symp. on Circuits and Systems, pp.658-662, Philadelphia, PA, June 1979. 1979
 
  Other (e.g.: Lab Texts, Book Reviews, Technical Reports, In-House Reports) Top
12 New Acoustic Color and SAS processing Methods using Multi-Channel Coherence Analysis, Technical Progress Report, ONR, September 2010. 2010
11 Multi-Channel Coherence Analysis For Multi-Aspect Buried Underwater Target Classification, Technical Progress Report, ONR, September 2010. 2010
10 "Multi-Channel Coherence Analysis For Multi-Aspect Buried Underwater Target Classification", ONR Annual Report, Grant Number: N00014-07-1-0542, September 2008. 2008
9 Center for Geosciences/Atmospheric Research (CG/AR) Quarterly Report. 2008
8 Coherent Feature Extraction for Detection and Classification of Underwater Targets from Multiple Disparate Sonar Platforms ", ONR Annual Report for Contract N00014-08-1-0142, September 2008. 2008
7 "Sensor Fusion for Buried Mine Hunting", AST Report, November 2008. 2008
6 Organizing committee of the Automatic Target Recognition Conference at SPIE Defense & Security, 1999-2008 2008
5 Organizing Committee of the Mine Detection and Remediation Conference at SPIE Defense & Security, 1996-2008 2008
4 Organizing Committee of the Mine Detection and Remediation Conference at SPIE Defense & Security, 1996-2008 2008
3 Organizing Committee of the Automatic Target Recognition Conference at SPIE Defense & Security, 1999-2008 2008
2 "Multi-Aspect Classification of Buried Objects From New BOSS Data", ONR Final Report for Contract N00014-05-1-0014, May 2007. 2007
1 "Classification & Sensor Management for Broadband SAS", ONR Annual Report, Grant Number N0001406WX20635, September 2007. 2007
 
  Manuscripts Accepted for Publication (in press) Top
2 J. Cartmill,M. R. Azimi-Sadjadi, and N. Wachowski ,"Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier," accepted, IEEE Journal of Oceanic Engineering. 2008
1 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. Image Processing, to appear. 2008
 

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