Alfred O. Hero III

Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Aimee K. Zaas, Geoffrey S. Ginsburg, Alfred O. Hero: Unsupervised Bayesian linear unmixing of gene expression microarrays. BMC Bioinformatics 14: 99 (2013)

Kevin S. Xu, Mark Kliger, Alfred O. Hero III: A regularized graph layout framework for dynamic network visualization. Data Min. Knowl. Discov. 27(1): 84-116 (2013)

Venkatesh Saligrama, Ery Arias-Castro, Rama Chellappa, Alfred O. Hero, Robert Nowak, Venugopal V. Veeravalli: Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals. J. Sel. Topics Signal Processing 7(1): 1-3 (2013)

Bin He, Richard Baird, Robert J. Butera, Aniruddha Datta, Steven George, Bruce Hecht, Alfred O. Hero, Gianluca Lazzi, Raphael C. Lee, Jie Liang, Michael R. Neuman, Grace C. Y. Peng, Eric J. Perreault, Melur Ramasubramanian, May D. Wang, John Wikswo, Guang-Zhong Yang, Yuan-Ting Zhang: Grand Challenges in Interfacing Engineering With Life Sciences and Medicine. IEEE Trans. Biomed. Engineering 60(3): 589-598 (2013)

Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou: On Convergence of Kronecker Graphical Lasso Algorithms. IEEE Transactions on Signal Processing 61(7): 1743-1755 (2013)

Kevin S. Xu, Alfred O. Hero III: Dynamic Stochastic Blockmodels: Statistical Models for Time-Evolving Networks. SBP 2013: 201-210

Paul Shearer, Anna C. Gilbert, Alfred O. Hero III: Correcting Camera Shake by Incremental Sparse Approximation. CoRR abs/1302.0439 (2013)

Gregory Newstadt, Edmund G. Zelnio, Alfred O. Hero III: Moving target inference with hierarchical Bayesian models in synthetic aperture radar imagery. CoRR abs/1302.4680 (2013)

Zhaoshi Meng, Dennis Wei, Ami Wiesel, Alfred O. Hero III: Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods. CoRR abs/1303.4756 (2013)

Kevin S. Xu, Alfred O. Hero III: Dynamic stochastic blockmodels: Statistical models for time-evolving networks. CoRR abs/1304.5974 (2013)

Estanislao Oubel, Mathieu De Craene, Alfred O. Hero, Amir Pourmorteza, Marina Huguet, G. Avegliano, Bart Bijnens, Alejandro F. Frangi: Cardiac motion estimation by joint alignment of tagged MRI sequences. Medical Image Analysis 16(1): 339-350 (2012)

Laurent Galluccio, Olivier Michel, Pierre Comon, Alfred O. Hero III: Graph based k-means clustering. Signal Processing 92(9): 1970-1984 (2012)

Lawrence Carin, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Minhua Chen, Ricardo Henao, Arnau Tibau-Piug, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg: High Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. IEEE Signal Process. Mag. 29(1): 108-123 (2012)

Se Un Park, Nicolas Dobigeon, Alfred O. Hero: Semi-Blind Sparse Image Reconstruction With Application to MRFM. IEEE Transactions on Image Processing 21(9): 3838-3849 (2012)

Kumar Sricharan, Raviv Raich, Alfred O. Hero: Estimation of Nonlinear Functionals of Densities With Confidence. IEEE Transactions on Information Theory 58(7): 4135-4159 (2012)

Alfred O. Hero, Bala Rajaratnam: Hub Discovery in Partial Correlation Graphs. IEEE Transactions on Information Theory 58(9): 6064-6078 (2012)

Xu Chen, Alfred O. Hero III, Silvio Savarese: Multimodal Video Indexing and Retrieval Using Directed Information. IEEE Transactions on Multimedia 14(1): 3-16 (2012)

Ami Wiesel, Alfred O. Hero: Distributed Covariance Estimation in Gaussian Graphical Models. IEEE Transactions on Signal Processing 60(1): 211-220 (2012)

Roni Mittelman, Nicolas Dobigeon, Alfred O. Hero: Hyperspectral Image Unmixing Using a Multiresolution Sticky HDP. IEEE Transactions on Signal Processing 60(4): 1656-1671 (2012)

Yilun Chen, Alfred O. Hero: Recursive $\ell_{1, \infty}$ Group Lasso. IEEE Transactions on Signal Processing 60(8): 3978-3987 (2012)

Koby Todros, Alfred O. Hero: On Measure Transformed Canonical Correlation Analysis. IEEE Transactions on Signal Processing 60(9): 4570-4585 (2012)

Xu Chen, Zeeshan Syed, Alfred O. Hero III: EEG spatial decoding with shrinkage optimized directed information assessment. ICASSP 2012: 577-580

Zhaoshi Meng, Ami Wiesel, Alfred O. Hero III: Distributed principal component analysis on networks via directed graphical models. ICASSP 2012: 2877-2880

Theodoros Tsiligkaridis, Alfred O. Hero III: Sparse covariance estimation under Kronecker product structure. ICASSP 2012: 3633-3636

Gregory Newstadt, Alfred O. Hero III: Sensor management and provisioning for multiple target radar tracking systems. ICASSP 2012: 5273-5276

Lisa Tang, Alfred O. Hero, Ghassan Hamarneh: Locally-adaptive similarity metric for deformable medical image registration. ISBI 2012: 728-731

Francesca Bassi, Alfred O. Hero III: Large scale correlation detection. ISIT 2012: 2591-2595

Kumar Sricharan, Alfred O. Hero III: Ensemble weighted kernel estimators for multivariate entropy estimation. NIPS 2012: 575-583

Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III: Multi-criteria Anomaly Detection using Pareto Depth Analysis. NIPS 2012: 854-862

Kevin S. Xu, Mark Kliger, Alfred O. Hero III: A Regularized Graph Layout Framework for Dynamic Network Visualization. CoRR abs/1202.6042 (2012)

Arnau Tibau Puig, Ami Wiesel, Gilles Fleury, Alfred O. Hero: Multidimensional Shrinkage-Thresholding Operator and Group LASSO Penalties. IEEE Signal Process. Lett. 18(6): 363-366 (2011)

Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero: Information-Geometric Dimensionality Reduction. IEEE Signal Process. Mag. 28(2): 89-99 (2011)

Minhua Chen, David E. Carlson, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero, Joseph E. Lucas, Lawrence Carin: Detection of Viruses Via Statistical Gene Expression Analysis. IEEE Trans. Biomed. Engineering 58(3): 468-479 (2011)

Eran Bashan, Gregory Newstadt, Alfred O. Hero: Two-Stage Multiscale Search for Sparse Targets. IEEE Transactions on Signal Processing 59(5): 2331-2341 (2011)

Yilun Chen, Ami Wiesel, Alfred O. Hero: Robust Shrinkage Estimation of High-Dimensional Covariance Matrices. IEEE Transactions on Signal Processing 59(9): 4097-4107 (2011)

Arnau Tibau Puig, Ami Wiesel, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Gilles Fleury, Alfred O. Hero: Order-Preserving Factor Analysis - Application to Longitudinal Gene Expression. IEEE Transactions on Signal Processing 59(9): 4447-4458 (2011)

Behrouz Behmardi, Raviv Raich, Alfred O. Hero: Entropy estimation using the principle of maximum entropy. ICASSP 2011: 2008-2011

Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero: Performance bounds for sparse parametric covariance estimation in Gaussian models. ICASSP 2011: 4156-4159

Arvind Rao, Alfred O. Hero: Biological pathway inference using manifold embedding. ICASSP 2011: 5992-5995

Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero: A Bernoulli-Gaussian model for gene factor analysis. ICASSP 2011: 5996-5999

Liang Mei, Jingen Liu, Alfred O. Hero III, Silvio Savarese: Robust object pose estimation via statistical manifold modeling. ICCV 2011: 967-974

Kihyuk Sohn, Dae Yon Jung, Honglak Lee, Alfred O. Hero: Efficient learning of sparse, distributed, convolutional feature representations for object recognition. ICCV 2011: 2643-2650

Kumar Sricharan, Raviv Raich, Alfred O. Hero: k-nearest neighbor estimation of entropies with confidence. ISIT 2011: 1205-1209

Kumar Sricharan, Alfred O. Hero III: Efficient anomaly detection using bipartite k-NN graphs. NIPS 2011: 478-486

Kevin S. Xu, Mark Kliger, Alfred O. Hero: Tracking Communities in Dynamic Social Networks. SBP 2011: 219-226

Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero III: Performance Bounds for Sparse Parametric Covariance Estimation in Gaussian Models. CoRR abs/1101.3838 (2011)

Kevin S. Xu, Mark Kliger, Alfred O. Hero III: Adaptive Evolutionary Clustering. CoRR abs/1104.1990 (2011)

Alfred O. Hero III, Douglas Cochran: Sensor Management: Past, Present, and Future. CoRR abs/1109.2363 (2011)

Ko-Jen Hsiao, Kevin S. Xu, Alfred O. Hero III: Multi-criteria Anomaly Detection using Pareto Depth Analysis. CoRR abs/1110.3741 (2011)

Bo Chen, Minhua Chen, John William Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero, Joseph E. Lucas, David B. Dunson, Lawrence Carin: Bayesian Inference of the Number of Factors in Gene-Expression Analysis: Application to Human Virus Challenge Studies. BMC Bioinformatics 11: 552 (2010)

Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Marc Kessler, Jongbum Seo, Charles R. Meyer: Construction of Abdominal Probabilistic Atlases and Their Value in Segmentation of Normal Organs in Abdominal CT Scans. IEICE Transactions 93-D(8): 2291-2301 (2010)

Arvind Rao, David J. States, Alfred O. Hero III, James Douglas Engel: Understanding Distal transcriptional Regulation from Sequence, Expression and interactome Perspectives. J. Bioinformatics and Computational Biology 8(2): 219-246 (2010)

Kevin M. Carter, Raviv Raich, Alfred O. Hero: On local intrinsic dimension estimation and its applications. IEEE Transactions on Signal Processing 58(2): 650-663 (2010)

Ami Wiesel, Yonina C. Eldar, Alfred O. Hero: Covariance estimation in decomposable Gaussian graphical models. IEEE Transactions on Signal Processing 58(3): 1482-1492 (2010)

Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero: Shrinkage algorithms for MMSE covariance estimation. IEEE Transactions on Signal Processing 58(10): 5016-5029 (2010)

Kevin S. Xu, Mark Kliger, Alfred O. Hero III: Evolutionary spectral clustering with adaptive forgetting factor. ICASSP 2010: 2174-2177

Gregory Newstadt, Eran Bashan, Alfred O. Hero III: Adaptive search for sparse targets with informative priors. ICASSP 2010: 3542-3545

Yilun Chen, Moshe Mishali, Yonina C. Eldar, Alfred O. Hero III: Modulated wideband converter with non-ideal lowpass filters. ICASSP 2010: 3630-3633

Kumar Sricharan, Raviv Raich, Alfred O. Hero III: Optimized intrinsic dimension estimator using nearest neighbor graphs. ICASSP 2010: 5418-5421

Roni Mittelman, Alfred O. Hero III: Hyperspectral image segmentation and unmixing using hidden Markov trees. ICIP 2010: 1373-1376

Patrick L. Harrington Jr., Alfred O. Hero III: Spatio-Temporal Graphical Model Selection. CoRR abs/1004.2304 (2010)

Edwin K. P. Chong, Christopher M. Kreucher, Alfred O. Hero: Partially Observable Markov Decision Process Approximations for Adaptive Sensing. Discrete Event Dynamic Systems 19(3): 377-422 (2009)

Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero: Information Preserving Component Analysis: Data Projections for Flow Cytometry Analysis. J. Sel. Topics Signal Processing 3(1): 148-158 (2009)

Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero III: FINE: Fisher Information Nonparametric Embedding. IEEE Trans. Pattern Anal. Mach. Intell. 31(11): 2093-2098 (2009)

Michael Ting, Raviv Raich, Alfred O. Hero: Sparse Image Reconstruction for Molecular Imaging. IEEE Transactions on Image Processing 18(6): 1215-1227 (2009)

Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret: Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM. IEEE Transactions on Image Processing 18(9): 2059-2070 (2009)

Nicolas Dobigeon, Saïd Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero: Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery. IEEE Transactions on Signal Processing 57(11): 4355-4368 (2009)

Ami Wiesel, Alfred O. Hero: Decomposable principal component analysis. IEEE Transactions on Signal Processing 57(11): 4369-4377 (2009)

Liang Mei, Min Sun, Kevin M. Carter, Alfred O. Hero III, Silvio Savarese: Unsupervised Object Pose Classification from Short Video Sequences. BMVC 2009: 1-12

Ami Wiesel, Alfred O. Hero III: Principal component analysis in decomposable Gaussian graphical models. ICASSP 2009: 1537-1540

Kevin M. Carter, Raviv Raich, Alfred O. Hero: An information geometric approach to supervised dimensionality reduction. ICASSP 2009: 1829-1832

Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret: Bayesian sparse image reconstruction for MRFM. ICASSP 2009: 2933-2936

Yilun Chen, Ami Wiesel, Alfred O. Hero: Shrinkage estimation of high dimensional covariance matrices. ICASSP 2009: 2937-2940

Yilun Chen, Yuantao Gu, Alfred O. Hero III: Sparse LMS for system identification. ICASSP 2009: 3125-3128

Kevin S. Xu, Mark Kliger, Yilun Chen, Peter J. Woolf, Alfred O. Hero: Revealing Social Networks of Spammers Through Spectral Clustering. ICC 2009: 1-6

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel: Using Directed Information to Build Biologically Relevant Influence Networks. J. Bioinformatics and Computational Biology 6(3): 493-519 (2008)

Eran Bashan, Raviv Raich, Alfred O. Hero III: Optimal Two-Stage Search for Sparse Targets Using Convex Criteria. IEEE Transactions on Signal Processing 56(11): 5389-5402 (2008)

Kyle Herrity, Raviv Raich, Alfred O. Hero III: Blind reconstruction of sparse images with unknown point spread function. Computational Imaging 2008: 68140

Kyle Herrity, Raviv Raich, Alfred O. Hero: Blind deconvolution for sparse molecular imaging. ICASSP 2008: 545-548

Kevin M. Carter, Raviv Raich, Alfred O. Hero: Fine: Information embedding for document classification. ICASSP 2008: 1861-1864

Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III: Bayesian linear unmixing of hyperspectral images corrupted by colored Gaussian noise with unknown covariance matrix. ICASSP 2008: 3433-3436

Kevin M. Carter, Alfred O. Hero: Variance reduction with neighborhood smoothing for local intrinsic dimension estimation. ICASSP 2008: 3917-3920

Raghuram Rangarajan, Raviv Raich, Alfred O. Hero: Euclidean matrix completion problems in tracking and geo-localization. ICASSP 2008: 5324-5327

John A. Sidles, Joseph L. Garbini, Lee E. Harrell, Alfred O. Hero, Jonathan P. Jacky, Joseph R. Malcomb, Anthony G. Norman, Austin M. Williamson: Practical recipes for the model order reduction, dynamical simulation, and compressive sampling of large-scale open quantum systems. CoRR abs/0805.1844 (2008)

Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret: Hierarchical Bayesian sparse image reconstruction with application to MRFM. CoRR abs/0809.3650 (2008)

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel: Inferring Time-Varying Network Topologies from Gene Expression Data. EURASIP J. Bioinformatics and Systems Biology 2007 (2007)

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel: Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed Information. EURASIP J. Bioinformatics and Systems Biology 2007 (2007)

Dongxiao Zhu, Alfred O. Hero III: Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation. Journal of Computational Biology 14(10): 1311-1326 (2007)

Doron Blatt, Alfred O. Hero, Hillel Gauchman: A Convergent Incremental Gradient Method with a Constant Step Size. SIAM Journal on Optimization 18(1): 29-51 (2007)

Doron Blatt, Alfred O. Hero: On Tests for Global Maximum of the Log-Likelihood Function. IEEE Transactions on Information Theory 53(7): 2510-2525 (2007)

Meng-Fu Shih, Alfred O. Hero: Hierarchical Inference of Unicast Network Topologies Based on End-to-End Measurements. IEEE Transactions on Signal Processing 55(5-1): 1708-1718 (2007)

Pei Jung Chung, Johann F. Böhme, Christoph F. Mecklenbräuker, Alfred O. Hero: Detection of the Number of Signals Using the Benjamini-Hochberg Procedure. IEEE Transactions on Signal Processing 55(6-1): 2497-2508 (2007)

Mahesh Godavarti, Alfred O. Hero: Training in multiple-antenna Rician fading wireless channels with deterministic specular component. IEEE Transactions on Wireless Communications 6(1): 110-119 (2007)

Andy Tsai, Carl-Fredrik Westin, Alfred O. Hero, Alan S. Willsky: Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs. CVPR 2007

Bing Ma, Ramkrishnan Narayanan, Hyunjin Park, Alfred O. Hero, Peyton H. Bland, Charles R. Meyer: Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs. IPMI 2007: 270-282

Estanislao Oubel, Mathieu De Craene, Mattia Gazzola, Alfred O. Hero, Alejandro F. Frangi: Multiview Registration of Cardiac Tagging Mri Images. ISBI 2007: 388-391

Neal Patwari, Alfred O. Hero, Jose A. Costa: Learning Sensor Location from Signal Strength and Connectivity. Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks 2007: 57-81

Christopher M. Kreucher, Doron Blatt, Alfred O. Hero, Keith Kastella: Adaptive multi-modality sensor scheduling for detection and tracking of smart targets. Digital Signal Processing 16(5): 546-567 (2006)

Huzefa Neemuchwala, Alfred O. Hero, Sakina Zabuawala, Paul L. Carson: Image registration methods in high-dimensional space. Int. J. Imaging Systems and Technology 16(5): 130-145 (2006)

Derek Justice, Alfred O. Hero: A Binary Linear Programming Formulation of the Graph Edit Distance. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1200-1214 (2006)

Derek Justice, Alfred O. Hero III: Estimation of message source and destination from network intercepts. IEEE Transactions on Information Forensics and Security 1(3): 374-385 (2006)

Sangtae Ahn, Jeffrey A. Fessler, Doron Blatt, Alfred O. Hero: Convergent incremental optimization transfer algorithms: application to tomography. IEEE Trans. Med. Imaging 25(3): 283-296 (2006)

Jose A. Costa, Neal Patwari, Alfred O. Hero III: Distributed weighted-multidimensional scaling for node localization in sensor networks. TOSN 2(1): 39-64 (2006)

Michael Ting, Alfred O. Hero III, Daniel Rugar, Chun-Yu Yip, Jeffrey A. Fessler: Near-optimal signal detection for finite-state Markov signals with application to magnetic resonance force microscopy. IEEE Transactions on Signal Processing 54(6-1): 2049-2062 (2006)

Doron Blatt, Alfred O. Hero III: Energy-based sensor network source localization via projection onto convex sets. IEEE Transactions on Signal Processing 54(9): 3614-3619 (2006)

Raviv Raich, Alfred O. Hero: Sparse Image Reconstruction for Partially known Blur Functions. ICIP 2006: 637-640

Michael Ting, Raviv Raich, Alfred O. Hero: Sparse Image Reconstruction using Sparse Priors. ICIP 2006: 1261-1264

Jay A. Marble, Alfred O. Hero: Phase Distortion Correction for See-Through-The-Wall Imaging Radar. ICIP 2006: 2333-2336

Estanislao Oubel, Alejandro F. Frangi, Alfred O. Hero: Complex wavelets for registration of tagged MRI sequences. ISBI 2006: 622-625

Alfred O. Hero III: Geometric entropy minimization (GEM) for anomaly detection and localization. NIPS 2006: 585-592

Neal Patwari, Alfred O. Hero III: Demonstrating distributed signal strength location estimation. SenSys 2006: 353-354

Dongxiao Zhu, Alfred O. Hero, Hong Cheng, Ritu Khanna, Anand Swaroop: Network constrained clustering for gene microarray data. Bioinformatics 21(21): 4014-4020 (2005)

Pei Jung Chung, Johann F. Böhme, Alfred O. Hero: Tracking of Multiple Moving Sources Using Recursive EM Algorithm. EURASIP J. Adv. Sig. Proc. 2005(1): 50-60 (2005)

Dongxiao Zhu, Alfred O. Hero, Zhaohui S. Qin, Anand Swaroop: High Throughput Screening of Co-Expressed Gene Pairs with Controlled False Discovery Rate (FDR) and Minimum Acceptable Strength (MAS). Journal of Computational Biology 12(7): 1029-1045 (2005)

Huzefa Neemuchwala, Alfred O. Hero, Paul L. Carson: Image matching using alpha-entropy measures and entropic graphs. Signal Processing 85(2): 277-296 (2005)

Christopher M. Kreucher, Keith Kastella, Alfred O. Hero III: Sensor management using an active sensing approach. Signal Processing 85(3): 607-624 (2005)

Mahesh Godavarti, Alfred O. Hero III: Partial update LMS algorithms. IEEE Transactions on Signal Processing 53(7): 2382-2399 (2005)

Estanislao Oubel, Catalina Tobon-Gomez, Alfred O. Hero, Alejandro F. Frangi: Myocardial Motion Estimation in Tagged MR Sequences by Using alphaMI-Based Non Rigid Registration. MICCAI (2) 2005: 271-278

Hyunjin Park, Peyton H. Bland, Alfred O. Hero, Charles R. Meyer: Least Biased Target Selection in Probabilistic Atlas Construction. MICCAI (2) 2005: 419-426

Neal Patwari, Alfred O. Hero III, Adam Pacholski: Manifold learning visualization of network traffic data. MineNet 2005: 191-196

Doron Blatt, Alfred O. Hero: From Weighted Classification to Policy Search. NIPS 2005

Alfred O. Hero, Gilles Fleury, Alan J. Mears, Anand Swaroop: Multicriteria Gene Screening for Analysis of Differential Expression with DNA Microarrays. EURASIP J. Adv. Sig. Proc. 2004(1): 43-52 (2004)

Jia Li, Alfred O. Hero: A Fast Spectral Method for Active 3D Shape Reconstruction. Journal of Mathematical Imaging and Vision 20(1-2): 73-87 (2004)

Mahesh Godavarti, Alfred O. Hero: Convergence of differential entropies. IEEE Transactions on Information Theory 50(1): 171-176 (2004)

Meir Feder, Mário A. T. Figueiredo, Alfred O. Hero III, Chin-Hui Lee, Hans-Andrea Loeliger, Robert Nowak, Andrew C. Singer, Bin Yu: Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing. IEEE Transactions on Signal Processing 52(8): 2152 (2004)

Jose A. Costa, Alfred O. Hero: Geodesic entropic graphs for dimension and entropy estimation in manifold learning. IEEE Transactions on Signal Processing 52(8): 2210-2221 (2004)

Alfred O. Hero, Gilles Fleury: Pareto-Optimal Methods for Gene Ranking. VLSI Signal Processing 38(3): 259-275 (2004)

Alfred O. Hero, Sepidarseh Zareparsi, Anand Swaroop, Gilles Fleury: Pareto Depth Sampling Distributions for Gene Ranking. ISBI 2004: 65-68

Huzefa Neemuchwala, Alfred O. Hero, Paul L. Carson, Charles R. Meyer: Local Feature Matching Using Entropic Graphs. ISBI 2004: 704-707

R. Gupta, Alfred O. Hero III: High-rate vector quantization for detection. IEEE Transactions on Information Theory 49(8): 1951-1969 (2003)

Alfred O. Hero III: Secure space-time communication. IEEE Transactions on Information Theory 49(12): 3235-3249 (2003)

Alfred O. Hero, Ilkka Norros, Athina P. Petropulu, Rudolf H. Riedi: Guest editorial special issue on signal processing in networking. IEEE Transactions on Signal Processing 51(8): 2017-2018 (2003)

Neal Patwari, Alfred O. Hero III, Matt Perkins, Neiyer S. Correal, Robert J. O'Dea: Relative location estimation in wireless sensor networks. IEEE Transactions on Signal Processing 51(8): 2137-2148 (2003)

Meng-Fu Shih, Alfred O. Hero III: Unicast-based inference of network link delay distributions with finite mixture models. IEEE Transactions on Signal Processing 51(8): 2219-2228 (2003)

Doron Blatt, Alfred O. Hero: Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms and Applications. EMMCVPR 2003: 164-179

Jose Costa, Alfred O. Hero, Christophe Vignat: On Solutions to Multivariate Maximum alpha-Entropy Problems. EMMCVPR 2003: 211-226

Christopher M. Kreucher, Keith Kastella, Alfred O. Hero III: Multi-target Sensor Management Using Alpha-Divergence Measures. IPSN 2003: 209-222

Neal Patwari, Alfred O. Hero III: Using proximity and quantized RSS for sensor localization in wireless networks. Wireless Sensor Networks and Applications 2003: 20-29

Jose Costa, Alfred O. Hero: Manifold Learning with Geodesic Minimal Spanning Trees. CoRR cs.CV/0307038 (2003)

Daniel W. Bliss, Keith W. Forsythe, Alfred O. Hero III, Ali F. Yegulalp: Environmental issues for MIMO capacity. IEEE Transactions on Signal Processing 50(9): 2128-2142 (2002)

Meng-Fu Shih, Alfred O. Hero III: Unicast-based inference of network link delay distributions using mixed finite mixture models. ICASSP 2002: 1305-1308

Mahesh Godavarti, Alfred O. Hero: Diversity and degrees of freedom in wireless communications. ICASSP 2002: 2861-2864

Gilles Fleury, Alfred O. Hero III, S. Yoshida, T. Carter, C. Barlow, Anand Swaroop: Clustering gene expression signals from retinal microarray data. ICASSP 2002: 4024-4027

Richard G. Baraniuk, C. Sidney Burrus, B. M. Hendricks, G. L. Henry, Alfred O. Hero III, D. H. Johnson, Douglas L. Jones, Julius Kusuma, Robert D. Nowak, J. E. Odegard, L. C. Potter, Kannan Ramchandran, R. J. Reedstrom, Philip Schniter, Ivan W. Selesnick, Douglas B. Williams, W. L. Wilson: Connexions: DSP education for a networked world. ICASSP 2002: 4144-4147

Jia Li, Alfred O. Hero: A spectral approach to statistical polar shape modeling. ICIP (1) 2002: 852-855

Hyung Soo Kim, Alfred O. Hero III: Comparison of GLR and invariant detectors under structured clutter covariance. IEEE Transactions on Image Processing 10(10): 1509-1520 (2001)

Alfred O. Hero III, Thomas L. Marzetta: Cutoff rate and signal design for the quasi-static Rayleigh-fading space-Time channel. IEEE Transactions on Information Theory 47(6): 2400-2416 (2001)

Huzefa Neemuchwala, Alfred O. Hero, Paul L. Carson: Feature coincidence trees for registration of ultrasound breast images. ICIP (3) 2001: 10-13

Alfred O. Hero, Bing Ma, Olivier Michel: Imaging applications of stochastic minimal graphs. ICIP (3) 2001: 573-576

Bing Ma, Alfred O. Hero III, Olivier Michel: Imaging applications of stochastic minimal graphs. ICIP (2) 2001: 573-576

Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III: A robust Bayesian multisensor fusion algorithm for joint lane and pavement boundary detection. ICIP (1) 2001: 762-765

Jia Li, Alfred O. Hero: A spectral method for solving elliptic equations for surface reconstruction and 3D active contours. ICIP (3) 2001: 1067-1070

William J. Williams, Eugene J. Zalubas, Alfred O. Hero III: Word Spotting in Bitmapped Fax Documents. Inf. Retr. 2(2/3): 207-226 (2000)

Donald L. Snyder, Alfred O. Hero III, Pierre Moulin, José M. F. Moura, Joseph A. O'Sullivan: Introduction to the special issue on information-theoretic imaging. IEEE Transactions on Information Theory 46(5): 1709-1713 (2000)

Stéphane Chrétien, Alfred O. Hero III: Kullback proximal algorithims for maximum-likelihood estimation. IEEE Transactions on Information Theory 46(5): 1800-1810 (2000)

Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III: Simultaneous detection of lane and pavement boundaries using model-based multisensor fusion. IEEE Transactions on Intelligent Transportation Systems 1(3): 135-147 (2000)

Riten Gupta, Alfred O. Hero: Power versus performance tradeoffs for reduced resolution LMS adaptive filters. IEEE Transactions on Signal Processing 48(10): 2772-2784 (2000)

Bing Ma, Alfred O. Hero III, John D. Gorman, Olivier Michel: Image Registration with Minimum Spanning Tree Algorithm. ICIP 2000: 481-484

Hyung Soo Kim, Alfred O. Hero III: Adaptive Target Detection Across a Clutter Boundary: GLR and Maximally Invariant Detectors. ICIP 2000: 681-684

Alfred O. Hero III, Robinson Piramuthu, Jeffrey A. Fessler, Stephen R. Titus: Minimax Emission Computed Tomography using High-Resolution Anatomical Side Information and B-Spline Models. IEEE Transactions on Information Theory 45(3): 920-938 (1999)

Alfred O. Hero III, Olivier Michel: Asymptotic theory of greedy approximations to minimal k-point random graphs. IEEE Transactions on Information Theory 45(6): 1921-1938 (1999)

Alfred O. Hero III: On the Problem of Granulometry for a Degraded Boolean Image Model. ICIP (2) 1999: 16-20

Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III: Road and Lane Edge Detection with Multisensor Fusion Methods. ICIP (2) 1999: 686-690

Dennis Goeckel, Alfred O. Hero III, Wayne E. Stark: Data-recursive algorithms for blind channel identification in oversampled communication systems. IEEE Transactions on Signal Processing 46(8): 2217-2220 (1998)

Robinson Piramuthu, Alfred O. Hero III: Side Information Averaging Method for PML Emission Tomography. ICIP (2) 1998: 671-675

Alfred O. Hero, Mohammad Usman, Anne C. Sauve, Jeffrey A. Fessler: Recursive algorithms for computing the Cramer-Rao bound. IEEE Transactions on Signal Processing 45(3): 803-807 (1997)

Alfred O. Hero III, J. O'Neill, William J. Williams: Moment Matrices for Recognition of Spatial Pattern in Noisy Images. ICIP (2) 1997: 378-381

Alfred O. Hero III, Christophe Guillouet: Robust detection of SAR/IR targets via invariance. ICIP (3) 1997: 472-475

Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III: Detection of Curved Road Edges in Radar Images Via Deformable Templates. ICIP (1) 1997: 857-860

Alfred O. Hero III, Jeffrey A. Fessler, Mohammad Usman: Exploring estimator bias-variance tradeoffs using the uniform CR bound. IEEE Transactions on Signal Processing 44(8): 2026-2041 (1996)

Jeffrey C. O'Neill, Alfred O. Hero, William J. Williams: Word spotting via spatial point processes. ICIP (2) 1996: 217-220

Stephen R. Titus, Alfred O. Hero III, Jeffrey A. Fessler: Improved penalized likelihood reconstruction of anatomically correlated emission data. ICIP (2) 1996: 749-752

Jeffrey A. Fessler, Alfred O. Hero III: Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms. IEEE Transactions on Image Processing 4(10): 1417-1429 (1995)

B. Baygun, Alfred O. Hero III: Optimal simultaneous detection and estimation under a false alarm constraint. IEEE Transactions on Information Theory 41(3): 688-703 (1995)

Alfred O. Hero III, Jeffrey A. Fessler: A recursive algorithm for computing Cramer-Rao- type bounds on estimator covariance. IEEE Transactions on Information Theory 40(4): 1205-1210 (1994)

Nikolaos Antoniadis, Alfred O. Hero: Time-delay estimation for filtered Poisson processes using an EM-type algorithm. IEEE Transactions on Signal Processing 42(8): 2112-2123 (1994)

Jeffrey A. Fessler, Alfred O. Hero: Space-alternating generalized expectation-maximization algorithm. IEEE Transactions on Signal Processing 42(10): 2664-2677 (1994)

Mohammad Usman, Alfred O. Hero III, Jeffrey A. Fessler: Bias-Variance Tradeoffs Analysis using Uniform CR Bound for Images. ICIP (2) 1994: 835-839

Ramakrishna Kakarala, Alfred O. Hero III: On Achievable Accuracy in Edge Localization. IEEE Trans. Pattern Anal. Mach. Intell. 14(7): 777-781 (1992)

Alfred O. Hero III: Timing estimation for a filtered Poisson process in Gaussian noise. IEEE Transactions on Information Theory 37(1): 92-106 (1991)

John D. Gorman, Alfred O. Hero III: Lower bounds for parametric estimation with constraints. IEEE Transactions on Information Theory 36(6): 1285-1301 (1990)

Alfred O. Hero III: Lower bounds on estimator performance for energy-invariant parameters of multidimensional Poisson processes. IEEE Transactions on Information Theory 35(4): 843-858 (1989)

Alfred O. Hero III, Stuart C. Schwartz: Poisson models and mean-squared error for correlator estimators of time delay. IEEE Transactions on Information Theory 34(2): 287-303 (1988)