Mahmood R. Azimi-Sadjadi

116 papers B 25C 4Misc 12Journal 58Unranked 17
YearRankTypeTitle / Venue / Authors
2024 B conf
MLTL: Manifold-Based Long-Term Learning for Indoor Positioning using WiFi Fingerprinting.
IJCNN
Yifan Yang, Mahmood R. Azimi-Sadjadi, Saideep Tiku, Sudeep Pasricha
2022 J jnl
Adaptive Classification Using Incremental Linearized Kernel Embedding.
IEEE Trans. Signal Process.
John J. Hall, Christopher Robbiano, Mahmood R. Azimi-Sadjadi
2022 J jnl
Bayesian Learning of Occupancy Grids.
IEEE Trans. Intell. Transp. Syst.
Christopher Robbiano, Edwin K. P. Chong, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Ali Pezeshki
2021 J jnl
Information-Theoretic Interactive Sensing and Inference for Autonomous Systems.
IEEE Trans. Signal Process.
Christopher Robbiano, Mahmood R. Azimi-Sadjadi, Edwin K. P. Chong
2019 B conf
A Multiple Kernel Machine with Incremental Learning using Sparse Representation.
IJCNN
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Christopher Robbiano
2019 — conf
Analyzing Transfer Learning Methods For UXO Classification In Varying Shallow Water Environments.
MLSP
Nathan Larson, Jack Hall, Mahmood R. Azimi-Sadjadi
2019 — conf
Incremental Dictionary Learning For Adaptive Classification And Reconstruction Of Facial Imagery.
MLSP
Mahmood R. Azimi-Sadjadi, Christopher Robbiano, Yinghui Zhao, John J. Hall
2019 B conf
Performance Prediction of Multichannel Coherence Detector for Sonar Imagery.
ICIP
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
2019 J jnl
Time-Frequency Analysis of Cardiovascular and Cardiorespiratory Interactions During Orthostatic Stress by Extended Partial Directed Coherence.
Entropy
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
2019 J jnl
Unattended Acoustic Sensor Systems For Source Detection, Classification, and Tracking.
IEEE Trans. Instrum. Meas.
Vladimir Yaremenko, Mahmood R. Azimi-Sadjadi, Jarrod Zacher
2018 B conf
Incremental Dictionary Learning With Sparsity.
IJCNN
Mahmood R. Azimi-Sadjadi, Yinghui Zhao, Sassan Sheedvash
2017 C conf
Multiple Kernel Learning Using Sparse Representation.
ICMLA
Nicholas Klausner, Mahmood R. Azimi-Sadjadi
2016 J jnl
Saddlepoint Approximations for Correlation Testing Among Multiple Gaussian Random Vectors.
IEEE Signal Process. Lett.
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
2016 — conf
Underwater target classification using a pose-invariant matched manifold classifier.
MLSP
Pooria Pakrooh, Louis L. Scharf, Mahmood R. Azimi-Sadjadi
2015 B conf
Class-preserving manifold learning for detection and classification.
IJCNN
Puoya Tabaghi, Mahmood R. Azimi-Sadjadi
2014 J jnl
Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter.
IEEE Trans. Geosci. Remote. Sens.
Soheil Kolouri, Mahmood R. Azimi-Sadjadi, Astrid Ziemann
2014 J jnl
Detection and classification of nonstationary transient signals using sparse approximations and Bayesian networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Neil Wachowski, Mahmood R. Azimi-Sadjadi
2014 J jnl
Detection of Spatially Correlated Time Series From a Network of Sensor Arrays.
IEEE Trans. Signal Process.
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
2014 Misc conf
Detection of correlated time series in a network of sensor arrays.
ICASSP
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis Scharf
2014 B conf
K-SVD dictionary learning using a fast OMP with applications.
ICIP
Mahmood R. Azimi-Sadjadi, Justin Kopacz, Nick Harold Klausner
2013 J jnl
Characterization of Multiple Transient Acoustical Sources From Time-Transform Representations.
IEEE Trans. Speech Audio Process.
Neil Wachowski, Mahmood R. Azimi-Sadjadi
2013 Misc conf
Space-time coherence and its exact null distribution.
ICASSP
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Douglas Cochran
2012 — conf
Acoustic tomography of the atmosphere using unscented Kalman filter.
EUSIPCO
Soheil Kolouri, Mahmood R. Azimi-Sadjadi
2012 J jnl
An operationally adaptive system for rapid acoustic transmission loss prediction.
Neural Networks
Michael McCarron, Mahmood R. Azimi-Sadjadi, Michael Mungiole
2012 J jnl
Detection in Multiple Disparate Systems using Multi-Channel Coherence Analysis.
IEEE Trans. Aerosp. Electron. Syst.
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
2012 — conf
Likelihood updating for Gauss-Gauss detection.
EUSIPCO
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi
2010 B conf
An information theoretic approach for in-situ underwater target classification.
IJCNN
Mahmood R. Azimi-Sadjadi, Neil Wachowski
2009 B conf
A likelihood-based decision feedback system for multi-aspect classification of underwater targets.
IJCNN
Neil Wachowski, Mahmood R. Azimi-Sadjadi
2009 J jnl
An Adaptable Image Retrieval System With Relevance Feedback Using Kernel Machines and Selective Sampling.
IEEE Trans. Image Process.
Mahmood R. Azimi-Sadjadi, Jaime Salazar, Saravanakumar Srinivasan
2009 B conf
Rapid acoustic transmission loss prediction using an operationally adaptive system.
IJCNN
Michael McCarron, Mahmood R. Azimi-Sadjadi, Michael Mungiole, David Marlin
2009 B conf
Spatial Correlation Analysis Using Canonical Correlation Decomposition for Sparse Sonar Array Processing.
SMC
Yinghui Zhao, Mahmood R. Azimi-Sadjadi, Neil Wachowski, Nick Harold Klausner
2009 B conf
Underwater Target Detection from Multi-Platform Sonar Imagery Using Multi-Channel Coherence Analysis.
SMC
Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, James Derek Tucker
2008 J jnl
Iterative multi-channel coherence analysis with applications.
Neural Networks
Bryan D. Thompson, Mahmood R. Azimi-Sadjadi
2007 — conf
A Robust Source Localization Algorithm Applied to Acoustic Sensor Network.
ICASSP (3)
Yi Jiang, Mahmood R. Azimi-Sadjadi
2007 J jnl
An Adaptable Connectionist Text-Retrieval System With Relevance Feedback.
IEEE Trans. Neural Networks
Mahmood R. Azimi-Sadjadi, Jaime Salazar, Saravana Srinivasan, Sassan Sheedvash
2007 B conf
An Iterative Learning Algorithm for Multi-Channel Coherence Analysis.
IJCNN
Bryan D. Thompson, Mahmood R. Azimi-Sadjadi
2007 B conf
An Operationally Adaptive System for Rapid Acoustic Transmission Loss Prediction.
IJCNN
Michael McCarron, Mahmood R. Azimi-Sadjadi, Gordon Wichern, Michael Mungiole
2007 B conf
Buried Underwater Object Classification Using a Collaborative Multi-Aspect Classifier.
IJCNN
Jered Cartmill, Mahmood R. Azimi-Sadjadi, Neil Wachowski
2007 J jnl
Dual-Satellite Cloud Product Generation Using Temporally Updated Canonical Coordinate Features.
IEEE Trans. Geosci. Remote. Sens.
Amanda K. Falcone, Mahmood R. Azimi-Sadjadi, J. Adam Kankiewicz
2007 J jnl
Environmentally adaptive acoustic transmission loss prediction in turbulent and nonturbulent atmospheres.
Neural Networks
Gordon Wichern, Mahmood R. Azimi-Sadjadi, Michael Mungiole
2006 B conf
A Multichannel Canonical Correlation Analysis Feature Extraction with Application to Buried Underwater Target Classification.
IJCNN
Bryan D. Thompson, Jered Cartmill, Mahmood R. Azimi-Sadjadi, Steven G. Schock
2006 B conf
An Environmentally Adaptive System for Rapid Acoustic Transmission Loss Prediction.
IJCNN
Gordon Wichern, Mahmood R. Azimi-Sadjadi, Michael Mungiole
2006 — conf
Kernel Wiener Filter with Distance Constraint.
ICASSP (3)
Makoto Yamada, Mahmood R. Azimi-Sadjadi
2005 B conf
An iterative relevance feedback learning algorithm for image retrieval systems.
IJCNN
Saravanakumar Srinivasan, Mahmood R. Azimi-Sadjadi
2005 J jnl
Multi-aspect target discrimination using hidden Markov models and neural networks.
IEEE Trans. Neural Networks
Marc Robinson, Mahmood R. Azimi-Sadjadi, Jaime Salazar
2005 — conf
Nonlinear Signal Estimation using KernelWiener Filter in Canonical Correlation Analysis Framework.
CIMCA/IAWTIC
Makoto Yamada, Mahmood R. Azimi-Sadjadi
2005 B conf
Relation between kernel CCA and kernel FDA.
IJCNN
Makoto Yamada, Ali Pezeshki, Mahmood R. Azimi-Sadjadi
2005 J jnl
Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates.
IEEE Trans. Signal Process.
Ali Pezeshki, Louis L. Scharf, Mahmood R. Azimi-Sadjadi, Yingbo Hua
2004 J jnl
A temporally adaptive classifier for multispectral imagery.
IEEE Trans. Neural Networks
Jianqi Wang, Mahmood R. Azimi-Sadjadi, Donald L. Reinke
2004 B conf
An adaptable connectionist text retrieval system with relevance feedback.
IJCNN
Mahmood R. Azimi-Sadjadi, Jaime Salazar, Saravanakumar Srinivasan, Sassan Sheedvash
2004 J jnl
Comparison of different classification algorithms for underwater target discrimination.
IEEE Trans. Neural Networks
Donghui Li, Mahmood R. Azimi-Sadjadi, Marc Robinson
2004 B conf
Kernel-based canonical coordinate decomposition of two-channel nonlinear maps.
IJCNN
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
2003 B conf
A canonical coordinate decomposition network.
IJCNN
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
2003 B conf
A hybrid HMM-neural network with gradient descent parameter training.
IJCNN
Jaime Salazar, Marc Robinson, Mahmood R. Azimi-Sadjadi
2003 J jnl
A multichannel temporally adaptive system for continuous cloud classification from satellite imagery.
IEEE Trans. Geosci. Remote. Sens.
Kishor Saitwal, Mahmood R. Azimi-Sadjadi, Donald L. Reinke
2003 J jnl
A network for recursive extraction of canonical coordinates.
Neural Networks
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
2003 — conf
Fast algorithms for computing full and reduced rank Wiener filters.
ISCAS (4)
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
2002 J jnl
Underwater target classification in changing environments using an adaptive feature mapping.
IEEE Trans. Neural Networks
Mahmood R. Azimi-Sadjadi, De Yao, Arta A. Jamshidi, Gerald J. Dobeck
2001 J jnl
A 2-D filtering scheme for stereo image compression using sequential orthogonal subspace updating.
IEEE Trans. Circuits Syst. Video Technol.
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
2001 J jnl
Comparison of two different PNN training approaches for satellite cloud data classification.
IEEE Trans. Neural Networks
Bin Tian, Mahmood R. Azimi-Sadjadi
2001 J jnl
Temporal updating scheme for probabilistic neural network with application to satellite cloud classification - further results.
IEEE Trans. Neural Networks
Mahmood R. Azimi-Sadjadi, Wenfeng Gao, Thomas H. Vonder Haar, Donald L. Reinke
2000 J jnl
A least-squares-based 2-D filtering scheme for stereo image compression.
IEEE Trans. Image Process.
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi, Bin Tian
2000 J jnl
Neural network directed Bayes decision rule for moving target classification.
IEEE Trans. Aerosp. Electron. Syst.
Xi Yu, Mahmood R. Azimi-Sadjadi
2000 J jnl
Rational invariant subspace approximations with applications.
IEEE Trans. Signal Process.
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi, Ali A. Hasan
2000 J jnl
Temporal updating scheme for probabilistic neural network with application to satellite cloud classification.
IEEE Trans. Neural Networks Learn. Syst.
Bin Tian, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
2000 J jnl
Underwater target classification using wavelet packets and neural networks.
IEEE Trans. Neural Networks Learn. Syst.
Mahmood R. Azimi-Sadjadi, De Yao, Qiang Huang, Gerald J. Dobeck
1999 B conf
A neural network-based sequential Bayes classifier for moving target discrimination.
IJCNN
Xi Yu, Mahmood R. Azimi-Sadjadi
1999 J jnl
A study of cloud classification with neural networks using spectral and textural features.
IEEE Trans. Neural Networks
Bin Tian, Mukhtiar A. Shaikh, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
1999 B conf
Adaptive feature mapping for underwater target classification.
IJCNN
De Yao, Mahmood R. Azimi-Sadjadi, Gerald J. Dobeck
1999 B conf
Comparison of two different PNN training approaches for satellite cloud data classification.
IJCNN
Bin Tian, Mahmood R. Azimi-Sadjadi, Wenfeng Gao
1999 J jnl
Errata To "A Study Of Cloud Classification With Neural Networks Using Spectral And Textural Features".
IEEE Trans. Neural Networks
Bin Tian, Mukhtiar A. Shaikh, Mahmood R. Azimi-Sadjadi, Thomas H. Vonder Haar, Donald L. Reinke
1999 J jnl
Identification and measurement of fibers in scanning electron microscopy images using a high-order correlation process.
IEEE Trans. Instrum. Meas.
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
1999 J jnl
Neural network decision directed edge-adaptive Kalman filter for image estimation.
IEEE Trans. Image Process.
Mahmood R. Azimi-Sadjadi, Rongrui Xiao, Xi Yu
1999 J jnl
Unsupervised Clustering in Hough Space for Identification of Partially Occluded Objects.
IEEE Trans. Pattern Anal. Mach. Intell.
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
1998 — conf
2-D Filter-based Disparity Compensation using Sequential Orthogonal Subspace Updating.
ICIP (2)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
1998 J jnl
A new time delay estimation in subbands for resolving multiple specular reflections.
IEEE Trans. Signal Process.
Mahmood R. Azimi-Sadjadi, Sonia Charleston, JoEllen Wilbur, Gerald J. Dobeck
1998 J jnl
Detection of mines and minelike targets using principal component and neural-network methods.
IEEE Trans. Neural Networks
Xi Miao, Mahmood R. Azimi-Sadjadi, Bin Tan, Abinash C. Dubey, Ned H. Witherspoon
1998 Misc conf
Orthogonal subspace projection filtering for stereo image compression.
ICASSP
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi
1998 Misc conf
Post processing of sonar imagery using recursive high order correlation method.
ICASSP
Mahmood R. Azimi-Sadjadi, Chunhua Yuan, JoEllen Wilbur, Robert J. McDonald
1998 J jnl
Separation of multiple time delays using new spectral estimation schemes.
IEEE Trans. Signal Process.
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi, Gerald J. Dobeck
1997 — conf
A Least-Squares-Based 2-D Filtering for Disparity Estimation.
ICIP (3)
Sang-Hoon Seo, Mahmood R. Azimi-Sadjadi, Bin Tian
1997 — conf
Automated Analysis of Complex Scenes of Airborne Fiberglass Preparations for Scanning Electron Microscopy Imagery.
ICIP (2)
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
1997 — conf
Entropy-driven structural adaptation in sample-space self-organizing feature maps for pattern classification.
ICNN
Oscar Yáñez-Suárez, Mahmood R. Azimi-Sadjadi
1997 J jnl
Interference cancellation in respiratory sounds via a multiresolution joint time-delay and signal-estimation scheme.
IEEE Trans. Biomed. Eng.
Sonia Charleston, Mahmood R. Azimi-Sadjadi, Ramón González-Camarena
1997 — conf
Neural Network-Based Cloud Classification on Satellite Imagery Using Textural Features.
ICIP (3)
Bin Tian, Mahmood R. Azimi-Sadjadi
1997 — conf
Signal representation using adaptive Wave-Net.
ICNN
Chun-Ta Chen, Mahmood R. Azimi-Sadjadi, Chunhua Yuan
1997 — conf
Structural adaptation in neural networks with application to land mine detection.
ICNN
Sassan Sheedvash, Mahmood R. Azimi-Sadjadi
1996 J jnl
A fast learning algorithm for Gabor transformation.
IEEE Trans. Image Process.
Ayman E. Ibrahim, Mahmood R. Azimi-Sadjadi
1996 J jnl
A modified block FTF adaptive algorithm with applications to underwater target detection.
IEEE Trans. Signal Process.
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
1996 J jnl
Correction to "Reduced Order Kalman Filtering for the Enhancement of Respiratory Sounds".
IEEE Trans. Biomed. Eng.
Sonia Charleston, Mahmood R. Azimi-Sadjadi
1996 J jnl
Reduced order Kalman filtering for the enhancement of respiratory sounds.
IEEE Trans. Biomed. Eng.
Sonia Charleston, Mahmood R. Azimi-Sadjadi
1995 Misc conf
Adaptive extraction of resonances in acoustic backscatter from elastic targets.
ICASSP
Mahmood R. Azimi-Sadjadi, JoEllen Wilbur, Gerald J. Dobeck
1995 J jnl
Parameter estimation for two-dimensional vector models using neural networks.
IEEE Trans. Signal Process.
Lin Xu, Mahmood R. Azimi-Sadjadi
1995 J jnl
Principal component extraction using recursive least squares learning.
IEEE Trans. Neural Networks
Sami Bannour, Mahmood R. Azimi-Sadjadi
1994 C conf
A Fast Learning Algorithm for Gabor Transform Extraction.
ISCAS
Ayman E. Ibrahim, Mahmood R. Azimi-Sadjadi, Sassan Sheedvash
1994 J jnl
Two-dimensional block diagonal LMS adaptive filtering.
IEEE Trans. Signal Process.
Mahmood R. Azimi-Sadjadi, Hongye Pan
1993 J jnl
Interleaved pipeline structures for two-dimensional recursive filtering.
IEEE Trans. Circuits Syst. Video Technol.
Tongxin Lu, Mahmood R. Azimi-Sadjadi
1993 C conf
Noncausal image modeling with applications to image restoration.
ISCAS
Mohammed A. Hasan, Mahmood R. Azimi-Sadjadi
1993 J jnl
Recursive dynamic node creation in multilayer neural networks.
IEEE Trans. Neural Networks
Mahmood R. Azimi-Sadjadi, Sassan Sheedvash, Frank O. Trujillo
1993 J jnl
Terrain classification in SAR images using principal components analysis and neural networks.
IEEE Trans. Geosci. Remote. Sens.
Mahmood R. Azimi-Sadjadi, Saleem Ghaloum, Reza Zoughi
1993 — conf
Two-dimensional modeling of image random field using artificial neural networks.
ICASSP (1)
Lin Xu, Mahmood R. Azimi-Sadjadi
1993 C conf
Two-dimensional vector modeling of image random field using aritficial neural networks.
ISCAS
Lin Xu, Mahmood R. Azimi-Sadjadi
1992 J jnl
A full-plane block Kalman filter for image restoration.
IEEE Trans. Image Process.
Stuart Citrin, Mahmood R. Azimi-Sadjadi
1992 Misc conf
An adaptive approach for optimal data reduction using recursive least squares learning method.
ICASSP
Sami Bannour, Mahmood R. Azimi-Sadjadi
1992 J jnl
Fast learning process of multilayer neural networks using recursive least squares method.
IEEE Trans. Signal Process.
Mahmood R. Azimi-Sadjadi, Ren-Jean Liou
1991 J jnl
Estimation and identification for 2-D block Kalman filtering.
IEEE Trans. Signal Process.
Mahmood R. Azimi-Sadjadi
1991 J jnl
Parallel and sequential block Kalman filtering and their implementations using systolic arrays.
IEEE Trans. Signal Process.
Mahmood R. Azimi-Sadjadi, Tongxin Lu, Eduardo Mario Nebot
1991 Misc conf
Recursive node creation in back-propagation neural networks using orthogonal projection method.
ICASSP
Mahmood R. Azimi-Sadjadi, Sassan Sheedvash
1991 J jnl
Two-dimensional adaptive block Kalman filtering of SAR imagery.
IEEE Trans. Geosci. Remote. Sens.
Mahmood R. Azimi-Sadjadi, Sami Bannour
1990 Misc conf
Skew-pipeline and interleaved pipeline structures for 2-D recursive filtering.
ICASSP
Tongxin Lu, Mahmood R. Azimi-Sadjadi, A. R. Rostampour
1990 Misc conf
Supervised learning process of multi-layer perceptron neural networks using fast least squares.
ICASSP
Mahmood R. Azimi-Sadjadi, Stuart Citrin, Sassan Sheedvash
1989 Misc conf
Model reduction for two-dimensional systems.
ICASSP
Mahmood R. Azimi-Sadjadi, Kash Khorasani
1987 J jnl
Two-dimensional block Kalman filtering for image restoration.
IEEE Trans. Acoust. Speech Signal Process.
Mahmood R. Azimi-Sadjadi, Ping Wah Wong
1987 J jnl
Two-dimensional block transforms and their properties.
IEEE Trans. Acoust. Speech Signal Process.
Mahmood R. Azimi-Sadjadi, Robert A. King
1984 Misc conf
An efficient algorithm for characteristic polynomial of 2-D state-space structures.
ICASSP
Mahmood R. Azimi-Sadjadi
1983 Misc conf
Finite word effects in 2-D block implemented fixed point digital filters.
ICASSP
Mahmood R. Azimi-Sadjadi