Mahmood R. Azimi-Sadjadi

ORCID

Publication Activity (10 Years)

Years Active: 1983-2022
Publications (10 Years): 13

Top Venues

IJCNN

MLSP

IEEE Trans. Signal Process.

ICIP

Publications

John J. Hall, Christopher Robbiano, Mahmood R. Azimi-Sadjadi
Adaptive Classification Using Incremental Linearized Kernel Embedding. IEEE Trans. Signal Process. 70 (2022)
Christopher Robbiano, Edwin K. P. Chong, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Ali Pezeshki
Bayesian Learning of Occupancy Grids. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Christopher Robbiano, Mahmood R. Azimi-Sadjadi, Edwin K. P. Chong
Information-Theoretic Interactive Sensing and Inference for Autonomous Systems. IEEE Trans. Signal Process. 69 (2021)
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Christopher Robbiano
A Multiple Kernel Machine with Incremental Learning using Sparse Representation. IJCNN (2019)
Mahmood R. Azimi-Sadjadi, Christopher Robbiano, Yinghui Zhao, John J. Hall
Incremental Dictionary Learning For Adaptive Classification And Reconstruction Of Facial Imagery. MLSP (2019)
Vladimir Yaremenko, Mahmood R. Azimi-Sadjadi, Jarrod Zacher
Unattended Acoustic Sensor Systems For Source Detection, Classification, and Tracking. IEEE Trans. Instrum. Meas. 68 (2) (2019)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
Performance Prediction of Multichannel Coherence Detector for Sonar Imagery. ICIP (2019)
Sonia Charleston-Villalobos, Sina Reulecke, Andreas Voss, Mahmood R. Azimi-Sadjadi, Ramón González-Camarena, Mercedes J. Gaitan-Gonzalez, Jesus A. Gonzalez-Hermosillo, Guadalupe Hernández-Pacheco, Steffen Schulz, Tomás Aljama-Corrales
Time-Frequency Analysis of Cardiovascular and Cardiorespiratory Interactions During Orthostatic Stress by Extended Partial Directed Coherence. Entropy 21 (5) (2019)
Nathan Larson, Jack Hall, Mahmood R. Azimi-Sadjadi
Analyzing Transfer Learning Methods For UXO Classification In Varying Shallow Water Environments. MLSP (2019)
Mahmood R. Azimi-Sadjadi, Yinghui Zhao, Sassan Sheedvash
Incremental Dictionary Learning With Sparsity. IJCNN (2018)
Nicholas Klausner, Mahmood R. Azimi-Sadjadi
Multiple Kernel Learning Using Sparse Representation. ICMLA (2017)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
Saddlepoint Approximations for Correlation Testing Among Multiple Gaussian Random Vectors. IEEE Signal Process. Lett. 23 (5) (2016)
Pooria Pakrooh, Louis L. Scharf, Mahmood R. Azimi-Sadjadi
Underwater target classification using a pose-invariant matched manifold classifier. MLSP (2016)
Puoya Tabaghi, Mahmood R. Azimi-Sadjadi
Class-preserving manifold learning for detection and classification. IJCNN (2015)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis Scharf
Detection of correlated time series in a network of sensor arrays. ICASSP (2014)
Mahmood R. Azimi-Sadjadi, Justin Kopacz, Nick Harold Klausner
K-SVD dictionary learning using a fast OMP with applications. ICIP (2014)
Neil Wachowski, Mahmood R. Azimi-Sadjadi
Detection and classification of nonstationary transient signals using sparse approximations and Bayesian networks. IEEE ACM Trans. Audio Speech Lang. Process. 22 (12) (2014)
Soheil Kolouri, Mahmood R. Azimi-Sadjadi, Astrid Ziemann
Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter. IEEE Trans. Geosci. Remote. Sens. 52 (4) (2014)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
Detection of Spatially Correlated Time Series From a Network of Sensor Arrays. IEEE Trans. Signal Process. 62 (6) (2014)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Douglas Cochran
Space-time coherence and its exact null distribution. ICASSP (2013)
Neil Wachowski, Mahmood R. Azimi-Sadjadi
Characterization of Multiple Transient Acoustical Sources From Time-Transform Representations. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Soheil Kolouri, Mahmood R. Azimi-Sadjadi
Acoustic tomography of the atmosphere using unscented Kalman filter. EUSIPCO (2012)
Michael McCarron, Mahmood R. Azimi-Sadjadi, Michael Mungiole
An operationally adaptive system for rapid acoustic transmission loss prediction. Neural Networks 27 (2012)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
Likelihood updating for Gauss-Gauss detection. EUSIPCO (2012)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
Detection in Multiple Disparate Systems using Multi-Channel Coherence Analysis. IEEE Trans. Aerosp. Electron. Syst. 48 (4) (2012)
Mahmood R. Azimi-Sadjadi, Neil Wachowski
An information theoretic approach for in-situ underwater target classification. IJCNN (2010)
Michael McCarron, Mahmood R. Azimi-Sadjadi, Michael Mungiole, David Marlin
Rapid acoustic transmission loss prediction using an operationally adaptive system. IJCNN (2009)
Neil Wachowski, Mahmood R. Azimi-Sadjadi
A likelihood-based decision feedback system for multi-aspect classification of underwater targets. IJCNN (2009)
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, James Derek Tucker
Underwater Target Detection from Multi-Platform Sonar Imagery Using Multi-Channel Coherence Analysis. SMC (2009)
Yinghui Zhao, Mahmood R. Azimi-Sadjadi, Neil Wachowski, Nick Harold Klausner
Spatial Correlation Analysis Using Canonical Correlation Decomposition for Sparse Sonar Array Processing. SMC (2009)
Mahmood R. Azimi-Sadjadi, Jaime Salazar, Saravanakumar Srinivasan
An Adaptable Image Retrieval System With Relevance Feedback Using Kernel Machines and Selective Sampling. IEEE Trans. Image Process. 18 (7) (2009)
Bryan D. Thompson, Mahmood R. Azimi-Sadjadi
Iterative multi-channel coherence analysis with applications. Neural Networks 21 (2-3) (2008)
Jered Cartmill, Mahmood R. Azimi-Sadjadi, Neil Wachowski
Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier. IJCNN (2007)
Bryan D. Thompson, Mahmood R. Azimi-Sadjadi
An Iterative Learning Algorithm for Multi-Channel Coherence Analysis. IJCNN (2007)
Yi Jiang, Mahmood R. Azimi-Sadjadi
A Robust Source Localization Algorithm Applied to Acoustic Sensor Network. ICASSP (3) (2007)
Michael McCarron, Mahmood R. Azimi-Sadjadi, Gordon Wichern, Michael Mungiole
An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction. IJCNN (2007)
Mahmood R. Azimi-Sadjadi, Jaime Salazar, Saravana Srinivasan, Sassan Sheedvash
An Adaptable Connectionist Text-Retrieval System With Relevance Feedback. IEEE Trans. Neural Networks 18 (6) (2007)
Gordon Wichern, Mahmood R. Azimi-Sadjadi, Michael Mungiole
Environmentally adaptive acoustic transmission loss prediction in turbulent and nonturbulent atmospheres. Neural Networks 20 (4) (2007)
Amanda K. Falcone, Mahmood R. Azimi-Sadjadi, J. Adam Kankiewicz
Dual-Satellite Cloud Product Generation Using Temporally Updated Canonical Coordinate Features. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Makoto Yamada, Mahmood R. Azimi-Sadjadi
Kernel Wiener Filter with Distance Constraint. ICASSP (3) (2006)
Bryan D. Thompson, Jered Cartmill, Mahmood R. Azimi-Sadjadi, Steven G. Schock
A Multichannel Canonical Correlation Analysis Feature Extraction with Application to Buried Underwater Target Classification. IJCNN (2006)
Gordon Wichern, Mahmood R. Azimi-Sadjadi, Michael Mungiole
An Environmentally Adaptive System for Rapid Acoustic Transmission Loss Prediction. IJCNN (2006)
Ali Pezeshki, Louis L. Scharf, Mahmood R. Azimi-Sadjadi, Yingbo Hua
Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates. IEEE Trans. Signal Process. 53 (1) (2005)
Makoto Yamada, Mahmood R. Azimi-Sadjadi
Nonlinear Signal Estimation using KernelWiener Filter in Canonical Correlation Analysis Framework. CIMCA/IAWTIC (2005)
Marc Robinson, Mahmood R. Azimi-Sadjadi, Jaime Salazar
Multi-aspect target discrimination using hidden Markov models and neural networks. IEEE Trans. Neural Networks 16 (2) (2005)
Jianqi Wang, Mahmood R. Azimi-Sadjadi, Donald L. Reinke
A temporally adaptive classifier for multispectral imagery. IEEE Trans. Neural Networks 15 (1) (2004)
Donghui Li, Mahmood R. Azimi-Sadjadi, Marc Robinson
Comparison of different classification algorithms for underwater target discrimination. IEEE Trans. Neural Networks 15 (1) (2004)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
Fast algorithms for computing full and reduced rank Wiener filters. ISCAS (4) (2003)
Kishor Saitwal, Mahmood R. Azimi-Sadjadi, Donald L. Reinke
A multichannel temporally adaptive system for continuous cloud classification from satellite imagery. IEEE Trans. Geosci. Remote. Sens. 41 (5) (2003)
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
A network for recursive extraction of canonical coordinates. Neural Networks 16 (5-6) (2003)
Mahmood R. Azimi-Sadjadi, De Yao, Arta A. Jamshidi, Gerald J. Dobeck
Underwater target classification in changing environments using an adaptive feature mapping. IEEE Trans. Neural Networks 13 (5) (2002)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
A 2-D filtering scheme for stereo image compression using sequential orthogonal subspace updating. IEEE Trans. Circuits Syst. Video Technol. 11 (1) (2001)
Mahmood R. Azimi-Sadjadi, Wenfeng Gao, Thomas H. Vonder Haar, Donald L. Reinke
Temporal updating scheme for probabilistic neural network with application to satellite cloud classification - further results. IEEE Trans. Neural Networks 12 (5) (2001)
Bin Tian, Mahmood R. Azimi-Sadjadi
Comparison of two different PNN training approaches for satellite cloud data classification. IEEE Trans. Neural Networks 12 (1) (2001)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi, Bin Tian
A least-squares-based 2-D filtering scheme for stereo image compression. IEEE Trans. Image Process. 9 (11) (2000)
Bin Tian, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
Temporal updating scheme for probabilistic neural network with application to satellite cloud classification. IEEE Trans. Neural Networks Learn. Syst. 11 (4) (2000)
Mahmood R. Azimi-Sadjadi, De Yao, Qiang Huang, Gerald J. Dobeck
Underwater target classification using wavelet packets and neural networks. IEEE Trans. Neural Networks Learn. Syst. 11 (3) (2000)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi, Ali A. Hasan
Rational invariant subspace approximations with applications. IEEE Trans. Signal Process. 48 (11) (2000)
Xi Yu, Mahmood R. Azimi-Sadjadi
Neural network directed Bayes decision rule for moving target classification. IEEE Trans. Aerosp. Electron. Syst. 36 (1) (2000)
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
Unsupervised Clustering in Hough Space for Identification of Partially Occluded Objects. IEEE Trans. Pattern Anal. Mach. Intell. 21 (9) (1999)
Xi Yu, Mahmood R. Azimi-Sadjadi
A neural network-based sequential Bayes classifier for moving target discrimination. IJCNN (1999)
Bin Tian, Mukhtiar A. Shaikh, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
Errata To "A Study Of Cloud Classification With Neural Networks Using Spectral And Textural Features". IEEE Trans. Neural Networks 10 (3) (1999)
Bin Tian, Mukhtiar A. Shaikh, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
A study of cloud classification with neural networks using spectral and textural features. IEEE Trans. Neural Networks 10 (1) (1999)
De Yao, Mahmood R. Azimi-Sadjadi, Gerald J. Dobeck
Adaptive feature mapping for underwater target classification. IJCNN (1999)
Mahmood R. Azimi-Sadjadi, Rongrui Xiao, Xi Yu
Neural network decision directed edge-adaptive Kalman filter for image estimation. IEEE Trans. Image Process. 8 (4) (1999)
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
Identification and measurement of fibers in scanning electron microscopy images using a high-order correlation process. IEEE Trans. Instrum. Meas. 48 (1) (1999)
Bin Tian, Mahmood R. Azimi-Sadjadi, Wenfeng Gao
Comparison of two different PNN training approaches for satellite cloud data classification. IJCNN (1999)
Mahmood R. Azimi-Sadjadi, S. Charleston, JoEllen Wilbur, Gerald J. Dobeck
A new time delay estimation in subbands for resolving multiple specular reflections. IEEE Trans. Signal Process. 46 (12) (1998)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
2-D Filter-based Disparity Compensation using Sequential Orthogonal Subspace Updating. ICIP (2) (1998)
Xi Miao, Mahmood R. Azimi-Sadjadi, Bin Tan, Abinash C. Dubey, Ned H. Witherspoon
Detection of mines and minelike targets using principal component and neural-network methods. IEEE Trans. Neural Networks 9 (3) (1998)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
Orthogonal subspace projection filtering for stereo image compression. ICASSP (1998)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi, Gerald J. Dobeck
Separation of multiple time delays using new spectral estimation schemes. IEEE Trans. Signal Process. 46 (6) (1998)
Mahmood R. Azimi-Sadjadi, Chunhua Yuan, JoEllen Wilbur, Robert J. McDonald
Post processing of sonar imagery using recursive high order correlation method. ICASSP (1998)
Sonia Charleston, Mahmood R. Azimi-Sadjadi, Ramón González-Camarena
Interference cancellation in respiratory sounds via a multiresolution joint time-delay and signal-estimation scheme. IEEE Trans. Biomed. Eng. 44 (10) (1997)
Chun-Ta Chen, Mahmood R. Azimi-Sadjadi, Chunhua Yuan
Signal representation using adaptive Wave-Net. ICNN (1997)
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
Automated Analysis of Complex Scenes of Airborne Fiberglass Preparations for Scanning Electron Microscopy Imagery. ICIP (2) (1997)
Bin Tian, Mahmood R. Azimi-Sadjadi
Neural Network-Based Cloud Classification on Satellite Imagery Using Textural Features. ICIP (3) (1997)
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
Entropy-driven structural adaptation in sample-space self-organizing feature maps for pattern classification. ICNN (1997)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi, Bin Tian
A Least-Squares-Based 2-D Filtering for Disparity Estimation. ICIP (3) (1997)
Sassan Sheedvash, Mahmood R. Azimi-Sadjadi
Structural adaptation in neural networks with application to land mine detection. ICNN (1997)
Ayman E. Ibrahim, Mahmood R. Azimi-Sadjadi
A fast learning algorithm for Gabor transformation. IEEE Trans. Image Process. 5 (1) (1996)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
A modified block FTF adaptive algorithm with applications to underwater target detection. IEEE Trans. Signal Process. 44 (9) (1996)
Mahmood R. Azimi-Sadjadi, JoEllen Wilbur, Gerald J. Dobeck
Adaptive extraction of resonances in acoustic backscatter from elastic targets. ICASSP (1995)
Sami Bannour, Mahmood R. Azimi-Sadjadi
Principal component extraction using recursive least squares learning. IEEE Trans. Neural Networks 6 (2) (1995)
Lin Xu, Mahmood R. Azimi-Sadjadi
Parameter estimation for two-dimensional vector models using neural networks. IEEE Trans. Signal Process. 43 (12) (1995)
Mahmood R. Azimi-Sadjadi, Hongye Pan
Two-dimensional block diagonal LMS adaptive filtering. IEEE Trans. Signal Process. 42 (9) (1994)
Ayman E. Ibrahim, Mahmood R. Azimi-Sadjadi, Sassan Sheedvash
A Fast Learning Algorithm for Gabor Transform Extraction. ISCAS (1994)
Tongxin Lu, Mahmood R. Azimi-Sadjadi
Interleaved pipeline structures for two-dimensional recursive filtering. IEEE Trans. Circuits Syst. Video Technol. 3 (1) (1993)
Lin Xu, Mahmood R. Azimi-Sadjadi
Two-dimensional modeling of image random field using artificial neural networks. ICASSP (1) (1993)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
Noncausal image modeling with applications to image restoration. ISCAS (1993)
Mahmood R. Azimi-Sadjadi, Sassan Sheedvash, Frank O. Trujillo
Recursive dynamic node creation in multilayer neural networks. IEEE Trans. Neural Networks 4 (2) (1993)
Lin Xu, Mahmood R. Azimi-Sadjadi
Two-dimensional vector modeling of image random field using aritficial neural networks. ISCAS (1993)
Mahmood R. Azimi-Sadjadi, Saleem Ghaloum, Reza Zoughi
Terrain classification in SAR images using principal components analysis and neural networks. IEEE Trans. Geosci. Remote. Sens. 31 (2) (1993)
Sami Bannour, Mahmood R. Azimi-Sadjadi
An adaptive approach for optimal data reduction using recursive least squares learning method. ICASSP (1992)
Mahmood R. Azimi-Sadjadi, Ren-Jean Liou
Fast learning process of multilayer neural networks using recursive least squares method. IEEE Trans. Signal Process. 40 (2) (1992)
Stuart Citrin, Mahmood R. Azimi-Sadjadi
A full-plane block Kalman filter for image restoration. IEEE Trans. Image Process. 1 (4) (1992)
Mahmood R. Azimi-Sadjadi, Sami Bannour
Two-dimensional adaptive block Kalman filtering of SAR imagery. IEEE Trans. Geosci. Remote. Sens. 29 (5) (1991)
Mahmood R. Azimi-Sadjadi
Estimation and identification for 2-D block Kalman filtering. IEEE Trans. Signal Process. 39 (8) (1991)
Mahmood R. Azimi-Sadjadi, Sassan Sheedvash
Recursive node creation in back-propagation neural networks using orthogonal projection method. ICASSP (1991)
Mahmood R. Azimi-Sadjadi, Tongxin Lu, Eduardo Mario Nebot
Parallel and sequential block Kalman filtering and their implementations using systolic arrays. IEEE Trans. Signal Process. 39 (1) (1991)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mahmood R. Azimi-Sadjadi