Finite word effects in 2-D block implemented fixed point digital filters. - Mahmood R. Azimi-Sadjadi (ICASSP, 1983)

An efficient algorithm for characteristic polynomial of 2-D state-space structures. - Mahmood R. Azimi-Sadjadi (ICASSP, 1984)

Two-dimensional block transforms and their properties. - Mahmood R. Azimi-Sadjadi; Robert A. King (IEEE Trans. Acoust. Speech Signal Process., 1987)

Two-dimensional block Kalman filtering for image restoration. - Mahmood R. Azimi-Sadjadi; Ping Wah Wong (IEEE Trans. Acoust. Speech Signal Process., 1987)

Model reduction for two-dimensional systems. - Mahmood R. Azimi-Sadjadi; Kash Khorasani (ICASSP, 1989)

Supervised learning process of multi-layer perceptron neural networks using fast least squares. - Mahmood R. Azimi-Sadjadi; Stuart Citrin; Sassan Sheedvash (ICASSP, 1990)

Skew-pipeline and interleaved pipeline structures for 2-D recursive filtering. - Tongxin Lu; Mahmood R. Azimi-Sadjadi; A. R. Rostampour (ICASSP, 1990)

Recursive node creation in back-propagation neural networks using orthogonal projection method. - Mahmood R. Azimi-Sadjadi; Sassan Sheedvash (ICASSP, 1991)

Two-dimensional adaptive block Kalman filtering of SAR imagery. - Mahmood R. Azimi-Sadjadi; Sami Bannour (IEEE Trans. Geosci. Remote. Sens., 1991)

Estimation and identification for 2-D block Kalman filtering. - Mahmood R. Azimi-Sadjadi (IEEE Trans. Signal Process., 1991)

Parallel and sequential block Kalman filtering and their implementations using systolic arrays. - Mahmood R. Azimi-Sadjadi; Tongxin Lu; Eduardo Mario Nebot (IEEE Trans. Signal Process., 1991)

An adaptive approach for optimal data reduction using recursive least squares learning method. - Sami Bannour; Mahmood R. Azimi-Sadjadi (ICASSP, 1992)

A full-plane block Kalman filter for image restoration. - Stuart Citrin; Mahmood R. Azimi-Sadjadi (IEEE Trans. Image Process., 1992)

Fast learning process of multilayer neural networks using recursive least squares method. - Mahmood R. Azimi-Sadjadi; Ren-Jean Liou (IEEE Trans. Signal Process., 1992)

Two-dimensional modeling of image random field using artificial neural networks. - Lin Xu; Mahmood R. Azimi-Sadjadi (ICASSP (1), 1993)

Noncausal image modeling with applications to image restoration. - Mohammed A. Hasan; Mahmood R. Azimi-Sadjadi (ISCAS, 1993)

Two-dimensional vector modeling of image random field using aritficial neural networks. - Lin Xu; Mahmood R. Azimi-Sadjadi (ISCAS, 1993)

Interleaved pipeline structures for two-dimensional recursive filtering. - Tongxin Lu; Mahmood R. Azimi-Sadjadi (IEEE Trans. Circuits Syst. Video Technol., 1993)

Terrain classification in SAR images using principal components analysis and neural networks. - Mahmood R. Azimi-Sadjadi; Saleem Ghaloum; Reza Zoughi (IEEE Trans. Geosci. Remote. Sens., 1993)

Recursive dynamic node creation in multilayer neural networks. - Mahmood R. Azimi-Sadjadi; Sassan Sheedvash; Frank O. Trujillo (IEEE Trans. Neural Networks, 1993)

A Fast Learning Algorithm for Gabor Transform Extraction. - Ayman E. Ibrahim; Mahmood R. Azimi-Sadjadi; Sassan Sheedvash (ISCAS, 1994)

Two-dimensional block diagonal LMS adaptive filtering. - Mahmood R. Azimi-Sadjadi; Hongye Pan (IEEE Trans. Signal Process., 1994)

Adaptive extraction of resonances in acoustic backscatter from elastic targets. - Mahmood R. Azimi-Sadjadi; JoEllen Wilbur; Gerald J. Dobeck (ICASSP, 1995)

Principal component extraction using recursive least squares learning. - Sami Bannour; Mahmood R. Azimi-Sadjadi (IEEE Trans. Neural Networks, 1995)

Parameter estimation for two-dimensional vector models using neural networks. - Lin Xu; Mahmood R. Azimi-Sadjadi (IEEE Trans. Signal Process., 1995)

Reduced order Kalman filtering for the enhancement of respiratory sounds. - Sonia Charleston; Mahmood R. Azimi-Sadjadi (IEEE Trans. Biomed. Eng., 1996)

Correction to "Reduced Order Kalman Filtering for the Enhancement of Respiratory Sounds". - Sonia Charleston; Mahmood R. Azimi-Sadjadi (IEEE Trans. Biomed. Eng., 1996)

A fast learning algorithm for Gabor transformation. - Ayman E. Ibrahim; Mahmood R. Azimi-Sadjadi (IEEE Trans. Image Process., 1996)

A modified block FTF adaptive algorithm with applications to underwater target detection. - Mohammed A. Hasan; Mahmood R. Azimi-Sadjadi (IEEE Trans. Signal Process., 1996)

A Least-Squares-Based 2-D Filtering for Disparity Estimation. - Sang-Hoon Seo; Mahmood R. Azimi-Sadjadi; Bin Tian (ICIP (3), 1997)

Neural Network-Based Cloud Classification on Satellite Imagery Using Textural Features. - Bin Tian; Mahmood R. Azimi-Sadjadi (ICIP (3), 1997)

Automated Analysis of Complex Scenes of Airborne Fiberglass Preparations for Scanning Electron Microscopy Imagery. - Oscar Yáñez-Suárez; Mahmood R. Azimi-Sadjadi (ICIP (2), 1997)

Signal representation using adaptive Wave-Net. - Chun-Ta Chen; Mahmood R. Azimi-Sadjadi; Chunhua Yuan (ICNN, 1997)

Structural adaptation in neural networks with application to land mine detection. - Sassan Sheedvash; Mahmood R. Azimi-Sadjadi (ICNN, 1997)

Entropy-driven structural adaptation in sample-space self-organizing feature maps for pattern classification. - Oscar Yáñez-Suárez; Mahmood R. Azimi-Sadjadi (ICNN, 1997)

Interference cancellation in respiratory sounds via a multiresolution joint time-delay and signal-estimation scheme. - Sonia Charleston; Mahmood R. Azimi-Sadjadi; Ramón González-Camarena (IEEE Trans. Biomed. Eng., 1997)

Post processing of sonar imagery using recursive high order correlation method. - Mahmood R. Azimi-Sadjadi; Chunhua Yuan; JoEllen Wilbur; Robert J. McDonald (ICASSP, 1998)

Orthogonal subspace projection filtering for stereo image compression. - Sang-Hoon Seo; Mahmood R. Azimi-Sadjadi (ICASSP, 1998)

2-D Filter-based Disparity Compensation using Sequential Orthogonal Subspace Updating. - Sang-Hoon Seo; Mahmood R. Azimi-Sadjadi (ICIP (2), 1998)

Detection of mines and minelike targets using principal component and neural-network methods. - Xi Miao; Mahmood R. Azimi-Sadjadi; Bin Tan; Abinash C. Dubey; Ned H. Witherspoon (IEEE Trans. Neural Networks, 1998)

A new time delay estimation in subbands for resolving multiple specular reflections. - Mahmood R. Azimi-Sadjadi; Sonia Charleston; JoEllen Wilbur; Gerald J. Dobeck (IEEE Trans. Signal Process., 1998)

Separation of multiple time delays using new spectral estimation schemes. - Mohammed A. Hasan; Mahmood R. Azimi-Sadjadi; Gerald J. Dobeck (IEEE Trans. Signal Process., 1998)

Comparison of two different PNN training approaches for satellite cloud data classification. - Bin Tian; Mahmood R. Azimi-Sadjadi; Wenfeng Gao (IJCNN, 1999)

Adaptive feature mapping for underwater target classification. - De Yao; Mahmood R. Azimi-Sadjadi; Gerald J. Dobeck (IJCNN, 1999)

A neural network-based sequential Bayes classifier for moving target discrimination. - Xi Yu; Mahmood R. Azimi-Sadjadi (IJCNN, 1999)

Unsupervised Clustering in Hough Space for Identification of Partially Occluded Objects. - Oscar Yáñez-Suárez; Mahmood R. Azimi-Sadjadi (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Identification and measurement of fibers in scanning electron microscopy images using a high-order correlation process. - Oscar Yáñez-Suárez; Mahmood R. Azimi-Sadjadi (IEEE Trans. Instrum. Meas., 1999)

Neural network decision directed edge-adaptive Kalman filter for image estimation. - Mahmood R. Azimi-Sadjadi; Rongrui Xiao; Xi Yu (IEEE Trans. Image Process., 1999)

A study of cloud classification with neural networks using spectral and textural features. - Bin Tian; Mukhtiar A. Shaikh; Mahmood R. Azimi-Sadjadi; Thomas H. Vonder Haar; Donald L. Reinke (IEEE Trans. Neural Networks, 1999)

Errata To "A Study Of Cloud Classification With Neural Networks Using Spectral And Textural Features". - Bin Tian; Mukhtiar A. Shaikh; Mahmood R. Azimi-Sadjadi; Thomas H. Vonder Haar; Donald L. Reinke (IEEE Trans. Neural Networks, 1999)

Neural network directed Bayes decision rule for moving target classification. - Xi Yu; Mahmood R. Azimi-Sadjadi (IEEE Trans. Aerosp. Electron. Syst., 2000)

A least-squares-based 2-D filtering scheme for stereo image compression. - Sang-Hoon Seo; Mahmood R. Azimi-Sadjadi; Bin Tian (IEEE Trans. Image Process., 2000)

Underwater target classification using wavelet packets and neural networks. - Mahmood R. Azimi-Sadjadi; De Yao; Qiang Huang; Gerald J. Dobeck (IEEE Trans. Neural Networks Learn. Syst., 2000)

Temporal updating scheme for probabilistic neural network with application to satellite cloud classification. - Bin Tian; Mahmood R. Azimi-Sadjadi; Thomas H. Vonder Haar; Donald L. Reinke (IEEE Trans. Neural Networks Learn. Syst., 2000)

Rational invariant subspace approximations with applications. - Mohammed A. Hasan; Mahmood R. Azimi-Sadjadi; Ali A. Hasan (IEEE Trans. Signal Process., 2000)

A 2-D filtering scheme for stereo image compression using sequential orthogonal subspace updating. - Sang-Hoon Seo; Mahmood R. Azimi-Sadjadi (IEEE Trans. Circuits Syst. Video Technol., 2001)

Temporal updating scheme for probabilistic neural network with application to satellite cloud classification - further results. - Mahmood R. Azimi-Sadjadi; Wenfeng Gao; Thomas H. Vonder Haar; Donald L. Reinke (IEEE Trans. Neural Networks, 2001)

Comparison of two different PNN training approaches for satellite cloud data classification. - Bin Tian; Mahmood R. Azimi-Sadjadi (IEEE Trans. Neural Networks, 2001)

Underwater target classification in changing environments using an adaptive feature mapping. - Mahmood R. Azimi-Sadjadi; De Yao; Arta A. Jamshidi; Gerald J. Dobeck (IEEE Trans. Neural Networks, 2002)

A canonical coordinate decomposition network. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IJCNN, 2003)

A hybrid HMM-neural network with gradient descent parameter training. - Jaime Salazar; Marc Robinson 001; Mahmood R. Azimi-Sadjadi (IJCNN, 2003)

Fast algorithms for computing full and reduced rank Wiener filters. - Mohammed A. Hasan; Mahmood R. Azimi-Sadjadi (ISCAS (4), 2003)

A network for recursive extraction of canonical coordinates. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (Neural Networks, 2003)

A multichannel temporally adaptive system for continuous cloud classification from satellite imagery. - Kishor Saitwal; Mahmood R. Azimi-Sadjadi; Donald L. Reinke (IEEE Trans. Geosci. Remote. Sens., 2003)

Kernel-based canonical coordinate decomposition of two-channel nonlinear maps. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IJCNN, 2004)

Comparison of different classification algorithms for underwater target discrimination. - Donghui Li; Mahmood R. Azimi-Sadjadi; Marc Robinson 001 (IEEE Trans. Neural Networks, 2004)

A temporally adaptive classifier for multispectral imagery. - Jianqi Wang; Mahmood R. Azimi-Sadjadi; Donald L. Reinke (IEEE Trans. Neural Networks, 2004)

Nonlinear Signal Estimation using KernelWiener Filter in Canonical Correlation Analysis Framework. - Makoto Yamada; Mahmood R. Azimi-Sadjadi (CIMCA/IAWTIC, 2005)

An iterative relevance feedback learning algorithm for image retrieval systems. - Saravanakumar Srinivasan; Mahmood R. Azimi-Sadjadi (IJCNN, 2005)

Relation between kernel CCA and kernel FDA. - Makoto Yamada; Ali Pezeshki; Mahmood R. Azimi-Sadjadi (IJCNN, 2005)

Multi-aspect target discrimination using hidden Markov models and neural networks. - Marc Robinson 001; Mahmood R. Azimi-Sadjadi; Jaime Salazar (IEEE Trans. Neural Networks, 2005)

Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates. - Ali Pezeshki; Louis L. Scharf; Mahmood R. Azimi-Sadjadi; Yingbo Hua (IEEE Trans. Signal Process., 2005)

Kernel Wiener Filter with Distance Constraint. - Makoto Yamada; Mahmood R. Azimi-Sadjadi (ICASSP (3), 2006)

A Multichannel Canonical Correlation Analysis Feature Extraction with Application to Buried Underwater Target Classification. - Bryan D. Thompson; Jered Cartmill; Mahmood R. Azimi-Sadjadi; Steven G. Schock (IJCNN, 2006)

An Environmentally Adaptive System for Rapid Acoustic Transmission Loss Prediction. - Gordon Wichern; Mahmood R. Azimi-Sadjadi; Michael Mungiole (IJCNN, 2006)

A Robust Source Localization Algorithm Applied to Acoustic Sensor Network. - Yi Jiang; Mahmood R. Azimi-Sadjadi (ICASSP (3), 2007)

Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier. - Jered Cartmill; Mahmood R. Azimi-Sadjadi; Neil Wachowski (IJCNN, 2007)

An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction. - Michael McCarron; Mahmood R. Azimi-Sadjadi; Gordon Wichern; Michael Mungiole (IJCNN, 2007)

An Iterative Learning Algorithm for Multi-Channel Coherence Analysis. - Bryan D. Thompson; Mahmood R. Azimi-Sadjadi (IJCNN, 2007)

Environmentally adaptive acoustic transmission loss prediction in turbulent and nonturbulent atmospheres. - Gordon Wichern; Mahmood R. Azimi-Sadjadi; Michael Mungiole (Neural Networks, 2007)

Dual-Satellite Cloud Product Generation Using Temporally Updated Canonical Coordinate Features. - Amanda K. Falcone; Mahmood R. Azimi-Sadjadi; J. Adam Kankiewicz (IEEE Trans. Geosci. Remote. Sens., 2007)

An Adaptable Connectionist Text-Retrieval System With Relevance Feedback. - Mahmood R. Azimi-Sadjadi; Jaime Salazar; Saravana Srinivasan; Sassan Sheedvash (IEEE Trans. Neural Networks, 2007)

Iterative multi-channel coherence analysis with applications. - Bryan D. Thompson; Mahmood R. Azimi-Sadjadi (Neural Networks, 2008)

Rapid acoustic transmission loss prediction using an operationally adaptive system. - Michael McCarron; Mahmood R. Azimi-Sadjadi; Michael Mungiole; David Marlin (IJCNN, 2009)

A likelihood-based decision feedback system for multi-aspect classification of underwater targets. - Neil Wachowski; Mahmood R. Azimi-Sadjadi (IJCNN, 2009)

Underwater Target Detection from Multi-Platform Sonar Imagery Using Multi-Channel Coherence Analysis. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi; James Derek Tucker (SMC, 2009)

Spatial Correlation Analysis Using Canonical Correlation Decomposition for Sparse Sonar Array Processing. - Yinghui Zhao; Mahmood R. Azimi-Sadjadi; Neil Wachowski; Nick Harold Klausner (SMC, 2009)

An Adaptable Image Retrieval System With Relevance Feedback Using Kernel Machines and Selective Sampling. - Mahmood R. Azimi-Sadjadi; Jaime Salazar; Saravanakumar Srinivasan (IEEE Trans. Image Process., 2009)

An information theoretic approach for in-situ underwater target classification. - Mahmood R. Azimi-Sadjadi; Neil Wachowski (IJCNN, 2010)

Likelihood updating for Gauss-Gauss detection. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi (EUSIPCO, 2012)

Acoustic tomography of the atmosphere using unscented Kalman filter. - Soheil Kolouri; Mahmood R. Azimi-Sadjadi (EUSIPCO, 2012)

An operationally adaptive system for rapid acoustic transmission loss prediction. - Michael McCarron; Mahmood R. Azimi-Sadjadi; Michael Mungiole (Neural Networks, 2012)

Detection in Multiple Disparate Systems using Multi-Channel Coherence Analysis. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi (IEEE Trans. Aerosp. Electron. Syst., 2012)

Space-time coherence and its exact null distribution. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi; Louis L. Scharf; Douglas Cochran (ICASSP, 2013)

Characterization of Multiple Transient Acoustical Sources From Time-Transform Representations. - Neil Wachowski; Mahmood R. Azimi-Sadjadi (IEEE Trans. Speech Audio Process., 2013)

Detection of correlated time series in a network of sensor arrays. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi; Louis Scharf (ICASSP, 2014)

K-SVD dictionary learning using a fast OMP with applications. - Mahmood R. Azimi-Sadjadi; Justin Kopacz; Nick Harold Klausner (ICIP, 2014)

Detection and classification of nonstationary transient signals using sparse approximations and Bayesian networks. - Neil Wachowski; Mahmood R. Azimi-Sadjadi (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter. - Soheil Kolouri; Mahmood R. Azimi-Sadjadi; Astrid Ziemann (IEEE Trans. Geosci. Remote. Sens., 2014)

Detection of Spatially Correlated Time Series From a Network of Sensor Arrays. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IEEE Trans. Signal Process., 2014)

Class-preserving manifold learning for detection and classification. - Puoya Tabaghi; Mahmood R. Azimi-Sadjadi (IJCNN, 2015)

Underwater target classification using a pose-invariant matched manifold classifier. - Pooria Pakrooh; Louis L. Scharf; Mahmood R. Azimi-Sadjadi (MLSP, 2016)

Saddlepoint Approximations for Correlation Testing Among Multiple Gaussian Random Vectors. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IEEE Signal Process. Lett., 2016)

Multiple Kernel Learning Using Sparse Representation. - Nicholas Klausner; Mahmood R. Azimi-Sadjadi (ICMLA, 2017)

Incremental Dictionary Learning With Sparsity. - Mahmood R. Azimi-Sadjadi; Yinghui Zhao; Sassan Sheedvash (IJCNN, 2018)

Performance Prediction of Multichannel Coherence Detector for Sonar Imagery. - Nick Harold Klausner; Mahmood R. Azimi-Sadjadi (ICIP, 2019)

A Multiple Kernel Machine with Incremental Learning using Sparse Representation. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Christopher Robbiano (IJCNN, 2019)

Incremental Dictionary Learning For Adaptive Classification And Reconstruction Of Facial Imagery. - Mahmood R. Azimi-Sadjadi; Christopher Robbiano; Yinghui Zhao; John J. Hall 001 (MLSP, 2019)

Analyzing Transfer Learning Methods For UXO Classification In Varying Shallow Water Environments. - Nathan Larson; Jack Hall 001; Mahmood R. Azimi-Sadjadi (MLSP, 2019)

Time-Frequency Analysis of Cardiovascular and Cardiorespiratory Interactions During Orthostatic Stress by Extended Partial Directed Coherence. - 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 002; Tomás Aljama-Corrales (Entropy, 2019)

Unattended Acoustic Sensor Systems For Source Detection, Classification, and Tracking. - Vladimir Yaremenko; Mahmood R. Azimi-Sadjadi; Jarrod Zacher (IEEE Trans. Instrum. Meas., 2019)

Information-Theoretic Interactive Sensing and Inference for Autonomous Systems. - Christopher Robbiano; Mahmood R. Azimi-Sadjadi; Edwin K. P. Chong (IEEE Trans. Signal Process., 2021)

Bayesian Learning of Occupancy Grids. - Christopher Robbiano; Edwin K. P. Chong; Mahmood R. Azimi-Sadjadi; Louis L. Scharf; Ali Pezeshki (IEEE Trans. Intell. Transp. Syst., 2022)

Adaptive Classification Using Incremental Linearized Kernel Embedding. - John J. Hall 001; Christopher Robbiano; Mahmood R. Azimi-Sadjadi (IEEE Trans. Signal Process., 2022)

MLTL: Manifold-Based Long-Term Learning for Indoor Positioning using WiFi Fingerprinting. - Yifan Yang; Mahmood R. Azimi-Sadjadi; Saideep Tiku; Sudeep Pasricha (IJCNN, 2024)