M.R. Azimi-Sadjadi
Publications
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Journal Publications:
- [PDF] N. Klausner and M.R. Azimi-Sadjadi, "Detection of Spatially Correlated Time Series from a Network of Sensor Arrays", to appear, IEEE Trans. on Signal Processing.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [PDF] B. Thompson and M.R. Azimi-Sadjadi, “Iterative Multi-Channel Coherence Analysis with Applications”, Neural Network, Vol. 21, pp.493-501, April 2008.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- 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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [PDF]
[Correction Paper] S. Charleston and M. R.
Azimi-Sadjadi,
"Kalman Filtering for Processing of Lung Sounds", IEEE
Trans. on Biomedical Engineering, April 1996.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- [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.
- 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.
- 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
- N. Wachowski and M.R. Azimi-Sadjadi, “Buried Underwater Target Classification using Frequency Suuband Coherence Analysis”, Proc. of IEEEMTS Oceans, Quebec City, Sept 2008.
- 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.
- M.R. Azimi-Sadjadi and D. Tucker, “Target Detection from Dual Disparate Sonar Platforms using Canonical Correlations”, Proc. of SPIE, vol. 6953, March 2008.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.†
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- H. Pan and M. R. Azimi-Sadjadi, "Two-Dimensional
Block LMS Adaptive Algorithm", Proc. of 1993 SPIE Conf.
Image Processing, San Jose, February 1993.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
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.