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Alfred O. Hero - Publications

Affiliations: 
University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Electronics and Electrical Engineering, Radiology, Statistics
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133 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Sekeh SY, Oselio B, Hero AO. Learning to Bound the Multi-Class Bayes Error Ieee Transactions On Signal Processing. 68: 3793-3807. DOI: 10.1109/Tsp.2020.2994807  0.358
2020 LeBlanc JW, Thelen BJ, Hero AO. Testing that a Local Optimum of the Likelihood is Globally Optimum Using Reparameterized Embeddings Journal of Mathematical Imaging and Vision. 62: 858-871. DOI: 10.1007/S10851-020-00979-0  0.37
2019 Yasaei Sekeh S, Hero AO. Geometric Estimation of Multivariate Dependency. Entropy (Basel, Switzerland). 21. PMID 33267500 DOI: 10.3390/E21080787  0.371
2019 Sekeh SY, Noshad M, Moon KR, Hero AO. Convergence Rates for Empirical Estimation of Binary Classification Bounds Entropy. 21: 1144. DOI: 10.3390/E21121144  0.38
2019 Jung A, Hero AO, Mara AC, Jahromi S, Heimowitz A, Eldar YC. Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization Ieee Transactions On Signal Processing. 67: 6256-6269. DOI: 10.1109/Tsp.2019.2953593  0.32
2019 Hou E, Yilmaz Y, Hero AO. Anomaly Detection in Partially Observed Traffic Networks Ieee Transactions On Signal Processing. 67: 1461-1476. DOI: 10.1109/Tsp.2019.2892026  0.327
2019 Zhu H, Altmann Y, Fulvio AD, McLaughlin S, Pozzi S, Hero A. A Hierarchical Bayesian Approach to Neutron Spectrum Unfolding With Organic Scintillators Ieee Transactions On Nuclear Science. 66: 2265-2274. DOI: 10.1109/Tns.2019.2941317  0.313
2019 Yun I, Jung C, Wang X, Hero AO, Kim JK. Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment Ieee Access. 7: 23027-23037. DOI: 10.1109/Access.2019.2899105  0.301
2019 Chen Y, Manchester WB, Hero AO, Toth G, DuFumier B, Zhou T, Wang X, Zhu H, Sun Z, Gombosi TI. Identifying Solar Flare Precursors Using Time Series of SDO/HMI Images and SHARP Parameters Space Weather. 17: 1404-1426. DOI: 10.1029/2019Sw002214  0.322
2018 Moon KR, Sricharan K, Greenewald K, Hero AO. Ensemble Estimation of Information Divergence . Entropy (Basel, Switzerland). 20. PMID 33265649 DOI: 10.3390/E20080560  0.371
2018 Altmann Y, McLaughlin S, Padgett MJ, Goyal VK, Hero AO, Faccio D. Quantum-inspired computational imaging. Science (New York, N.Y.). 361. PMID 30115781 DOI: 10.1126/Science.Aat2298  0.301
2018 LeBlanc JW, Thelen BJ, Hero AO. Joint camera blur and pose estimation from aliased data. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 35: 639-651. PMID 29603952 DOI: 10.1364/Josaa.35.000639  0.388
2018 Banerjee T, Firouzi H, Hero AO. Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices Ieee Transactions On Signal Processing. 66: 4490-4503. DOI: 10.1109/Tsp.2018.2855644  0.329
2018 Wisler A, Berisha V, Spanias A, Hero AO. Direct Estimation of Density Functionals Using a Polynomial Basis Ieee Transactions On Signal Processing. 66: 558-572. DOI: 10.1109/Tsp.2017.2775587  0.353
2018 Chung HW, Sadler BM, Zheng L, Hero AO. Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem Ieee Transactions On Information Theory. 64: 1105-1131. DOI: 10.1109/Tit.2017.2760634  0.307
2018 Hou E, Sricharan K, Hero AO. Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies Ieee Transactions On Information Forensics and Security. 13: 1446-1459. DOI: 10.1109/Tifs.2018.2790580  0.346
2017 Halay N, Todros K, Hero AO. Binary Hypothesis Testing via Measure Transformed Quasi-Likelihood Ratio Test Ieee Transactions On Signal Processing. 65: 6381-6396. DOI: 10.1109/Tsp.2017.2752692  0.321
2017 Castanon DA, Tsiligkaridis T, Hero AO. Corrections to “On Decentralized Estimation With Active Queries” [May 15 2610-2622] Ieee Transactions On Signal Processing. 65: 4971-4972. DOI: 10.1109/Tsp.2017.2721914  0.356
2017 Todros K, Hero AO. Measure-Transformed Quasi-Maximum Likelihood Estimation Ieee Transactions On Signal Processing. 65: 748-763. DOI: 10.1109/Tsp.2016.2621732  0.364
2017 Altmann Y, Maccarone A, McCarthy A, Newstadt G, Buller GS, McLaughlin S, Hero A. Robust Spectral Unmixing of Sparse Multispectral Lidar Waveforms Using Gamma Markov Random Fields Ieee Transactions On Computational Imaging. 3: 658-670. DOI: 10.1109/Tci.2017.2703144  0.385
2016 Berisha V, Wisler A, Hero AO, Spanias A. Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 64: 580-591. PMID 26807014 DOI: 10.1109/Tsp.2015.2477805  0.338
2016 Greenewald KH, Zelnio EG, Hero AO. Kronecker STAP and SAR GMTI Proceedings of Spie. 9843. DOI: 10.1117/12.2223896  0.326
2016 Greenewald K, Zelnio E, Hero A. Robust SAR STAP via Kronecker decomposition Ieee Transactions On Aerospace and Electronic Systems. 52: 2612-2625. DOI: 10.1109/Taes.2016.150712  0.36
2016 Pereyra M, Schniter P, Chouzenoux É, Pesquet JC, Tourneret JY, Hero AO, McLaughlin S. A Survey of Stochastic Simulation and Optimization Methods in Signal Processing Ieee Journal On Selected Topics in Signal Processing. 10: 224-241. DOI: 10.1109/Jstsp.2015.2496908  0.335
2016 Yılmaz Y, Hero AO. Multimodal Event Detection in Twitter Hashtag Networks Journal of Signal Processing Systems. 90: 185-200. DOI: 10.1007/S11265-016-1151-4  0.327
2015 Hsiao KJ, Xu KS, Calder J, Hero AO. Multicriteria Similarity-Based Anomaly Detection Using Pareto Depth Analysis. Ieee Transactions On Neural Networks and Learning Systems. PMID 26336154 DOI: 10.1109/Tnnls.2015.2466686  0.346
2015 Hsiao KJ, Calder J, Hero AO. Pareto-depth for multiple-query image retrieval. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 583-94. PMID 25494509 DOI: 10.1109/Tip.2014.2378057  0.326
2015 Newstadt GE, Mu B, Wei D, How JP, Hero AO. Importance-Weighted Adaptive Search for Multi-Class Targets Ieee Transactions On Signal Processing. 63: 6299-6314. DOI: 10.1109/Tsp.2015.2472370  0.308
2015 Greenewald K, Hero AO. Robust Kronecker Product PCA for Spatio-Temporal Covariance Estimation Ieee Transactions On Signal Processing. 63: 6368-6378. DOI: 10.1109/Tsp.2015.2472364  0.374
2015 Chen PY, Hero AO. Phase Transitions in Spectral Community Detection Ieee Transactions On Signal Processing. 63: 4339-4347. DOI: 10.1109/Tsp.2015.2442958  0.307
2015 Marjanovic G, Hero AO. l<inf>0</inf> sparse inverse covariance estimation Ieee Transactions On Signal Processing. 63: 3218-3231. DOI: 10.1109/Tsp.2015.2416680  0.371
2015 Tsiligkaridis T, Sadler BM, Hero AO. On Decentralized Estimation With Active Queries Ieee Transactions On Signal Processing. 63: 2610-2622. DOI: 10.1109/Tsp.2015.2411223  0.383
2015 Newstadt G, Wei D, Hero AO. Adaptive search and tracking of sparse dynamic targets under resource constraints Ieee Transactions On Signal Processing. 63: 2321-2335. DOI: 10.1109/Tsp.2015.2405493  0.332
2015 Todros K, Hero AO. Robust multiple signal classification via probability measure transformation Ieee Transactions On Signal Processing. 63: 1156-1170. DOI: 10.1109/Tsp.2014.2388436  0.334
2015 Wei D, Hero AO. Performance guarantees for adaptive estimation of sparse signals Ieee Transactions On Information Theory. 61: 2043-2059. DOI: 10.1109/Tit.2015.2403302  0.327
2015 Altmann Y, McLaughlin S, Hero A. Robust Linear Spectral Unmixing Using Anomaly Detection Ieee Transactions On Computational Imaging. 1: 74-85. DOI: 10.1109/Tci.2015.2455411  0.376
2015 Chen YH, Wei D, Newstadt G, DeGraef M, Simmons J, Hero A. Parameter estimation in spherical symmetry groups Ieee Signal Processing Letters. 22: 1152-1155. DOI: 10.1109/Lsp.2014.2387206  0.34
2015 Berisha V, Hero AO. Empirical non-parametric estimation of the Fisher information Ieee Signal Processing Letters. 22: 988-992. DOI: 10.1109/Lsp.2014.2378514  0.37
2014 Newstadt GE, Hero AO. Cramér Rao lower bound analysis of multichannel SAR with spatially varying, correlated noise Proceedings of Spie - the International Society For Optical Engineering. 9093. DOI: 10.1117/12.2058257  0.326
2014 Greenewald KH, Hero AO. Kronecker PCA based spatio-temporal modeling of video for dismount classification Proceedings of Spie - the International Society For Optical Engineering. 9093. DOI: 10.1117/12.2050184  0.306
2014 Xie T, Nasrabadi NM, Hero AO. Learning to classify with possible sensor failures Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2395-2399. DOI: 10.1109/Tsp.2016.2626263  0.324
2014 Meng Z, Wei DL, Wiesel A, Hero AO. Marginal Likelihoods for Distributed Parameter Estimation of Gaussian Graphical Models Ieee Transactions On Signal Processing. 62: 5425-5438. DOI: 10.1109/Tsp.2014.2350956  0.398
2014 Tsiligkaridis T, Sadler BM, Hero AO. Collaborative 20 Questions for Target Localization Ieee Transactions On Information Theory. 60: 2233-2252. DOI: 10.1109/Tit.2014.2304455  0.327
2014 Newstadt GE, Zelnio EG, Hero AO. Moving target inference with bayesian models in SAR imagery Ieee Transactions On Aerospace and Electronic Systems. 50: 2004-2018. DOI: 10.1109/Taes.2013.130123  0.367
2014 Xu KS, Hero AO. Dynamic Stochastic Blockmodels for Time-Evolving Social Networks Ieee Journal of Selected Topics in Signal Processing. 8: 552-562. DOI: 10.1109/Jstsp.2014.2310294  0.313
2014 Park SU, Dobigeon N, Hero AO. Variational semi-blind sparse deconvolution with orthogonal kernel bases and its application to MRFM Signal Processing. 94: 386-400. DOI: 10.1016/J.Sigpro.2013.06.013  0.373
2013 Sricharan K, Wei D, Hero AO. Ensemble estimators for multivariate entropy estimation. Ieee Transactions On Information Theory / Professional Technical Group On Information Theory. 59: 4374-4388. PMID 25897177 DOI: 10.1109/Tit.2013.2251456  0.353
2013 Bazot C, Dobigeon N, Tourneret JY, Zaas AK, Ginsburg GS, Hero AO. Unsupervised Bayesian linear unmixing of gene expression microarrays. Bmc Bioinformatics. 14: 99. PMID 23506672 DOI: 10.1186/1471-2105-14-99  0.344
2013 Newstadt GE, Zelnio EG, Hero AO. Adaptive resource allocation for synthetic aperture radars under resource constraints Proceedings of Spie. 8746. DOI: 10.1117/12.2020649  0.304
2013 Tsiligkaridis T, Hero AO. Covariance estimation in high dimensions via kronecker product expansions Ieee Transactions On Signal Processing. 61: 5347-5360. DOI: 10.1109/Tsp.2013.2279355  0.378
2013 Tsiligkaridis T, Hero AO, Zhou S. On Convergence of Kronecker Graphical Lasso Algorithms Ieee Transactions On Signal Processing. 61: 1743-1755. DOI: 10.1109/Tsp.2013.2240157  0.397
2013 Dobigeon N, Moussaoui S, Coulon M, Tourneret JY, Hero AO. MCMC algorithms for supervised and unsupervised linear unmixing of hyperspectral images Eas Publications Series. 59: 381-401. DOI: 10.1051/Eas/1359017  0.39
2013 Gong W, Gupta HV, Yang D, Sricharan K, Hero AO. Estimating epistemic and aleatory uncertainties during hydrologic modeling: An information theoretic approach Water Resources Research. 49: 2253-2273. DOI: 10.1002/Wrcr.20161  0.333
2012 Park SU, Dobigeon N, Hero AO. Semi-blind sparse image reconstruction with application to MRFM. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 3838-49. PMID 22614653 DOI: 10.1109/Tip.2012.2199505  0.348
2012 Oubel E, De Craene M, Hero AO, Pourmorteza A, Huguet M, Avegliano G, Bijnens BH, Frangi AF. Cardiac motion estimation by joint alignment of tagged MRI sequences. Medical Image Analysis. 16: 339-50. PMID 22000567 DOI: 10.1016/J.Media.2011.09.001  0.342
2012 Newstadt GE, Zelnio EG, Hero AO. A Generalizable Hierarchical Bayesian Model for Persistent SAR Change Detection Proceedings of Spie. 8394. DOI: 10.1117/12.925072  0.359
2012 Park SU, Dobigeon N, Hero AO. Variational semi-blind sparse image reconstruction with application to MRFM Proceedings of Spie - the International Society For Optical Engineering. 8296. DOI: 10.1117/12.923764  0.356
2012 Chen Y, Hero AO. Recursive ℓ 1,∞ group lasso Ieee Transactions On Signal Processing. 60: 3978-3987. DOI: 10.1109/Tsp.2012.2192924  0.337
2012 Mittelman R, Dobigeon N, Hero AO. Hyperspectral image unmixing using a multiresolution sticky HDP Ieee Transactions On Signal Processing. 60: 1656-1671. DOI: 10.1109/Tsp.2011.2180718  0.381
2012 Wiesel A, Hero AO. Distributed covariance estimation in Gaussian graphical models Ieee Transactions On Signal Processing. 60: 211-220. DOI: 10.1109/Tsp.2011.2172430  0.393
2012 Chen X, Hero AO, Savarese S. Multimodal video indexing and retrieval using directed information Ieee Transactions On Multimedia. 14: 3-16. DOI: 10.1109/Tmm.2011.2167223  0.305
2012 Hero A, Rajaratnam B. Hub Discovery in Partial Correlation Graphs Ieee Transactions On Information Theory. 58: 6064-6078. DOI: 10.1109/Tit.2012.2200825  0.326
2012 Sricharan K, Raich R, Hero AO. Estimation of Nonlinear Functionals of Densities With Confidence Ieee Transactions On Information Theory. 58: 4135-4159. DOI: 10.1109/Tit.2012.2195549  0.337
2012 Wei D, Hero AO. Multistage adaptive estimation of sparse signals 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 153-156. DOI: 10.1109/Jstsp.2013.2256105  0.353
2012 Galluccio L, Michel O, Comon P, Hero AO. Graph based k-means clustering Signal Processing. 92: 1970-1984. DOI: 10.1016/J.Sigpro.2011.12.009  0.321
2012 Chrétien S, Hero A, Perdry H. Space alternating penalized Kullback proximal point algorithms for maximizing likelihood with nondifferentiable penalty Annals of the Institute of Statistical Mathematics. 64: 791-809. DOI: 10.1007/S10463-011-0333-X  0.382
2011 Newstadt GE, Zelnio EG, Hero AO. Persistent SAR change detection with posterior models Proceedings of Spie. 8051. DOI: 10.1117/12.888956  0.362
2011 Park SU, Dobigeon N, Hero AO. Myopic sparse image reconstruction with application to MRFM Proceedings of Spie - the International Society For Optical Engineering. 7873. DOI: 10.1117/12.881450  0.358
2011 Chen X, Hero AO. Fisher information embedding for video indexing and retrieval Proceedings of Spie - the International Society For Optical Engineering. 7873. DOI: 10.1117/12.874036  0.322
2011 Chen Y, Wiesel A, Hero AO. Robust shrinkage estimation of high-dimensional covariance matrices Ieee Transactions On Signal Processing. 59: 4097-4107. DOI: 10.1109/Tsp.2011.2138698  0.398
2011 Bashan E, Newstadt G, Hero AO. Two-stage multiscale search for sparse targets Ieee Transactions On Signal Processing. 59: 2331-2341. DOI: 10.1109/Tsp.2011.2112353  0.342
2011 Carter KM, Raich R, Finn WG, Hero AO. Information-Geometric Dimensionality Reduction Ieee Signal Processing Magazine. 28: 89-99. DOI: 10.1109/Msp.2010.939536  0.323
2011 Puig AT, Wiesel A, Fleury G, Hero AO. Multidimensional shrinkage-thresholding operator and group LASSO penalties Ieee Signal Processing Letters. 18: 363-366. DOI: 10.1109/Lsp.2011.2139204  0.325
2010 Dobigeon N, Moussaoui S, Coulon M, Tourneret JY, Hero AO. Bayesian algorithms for supervised, semi-supervides, and unsupervised unmixing of hyperspectral images Traitement Du Signal. 27: 79-108. DOI: 10.3166/Ts.27.79-108  0.396
2010 Chen Y, Wiesel A, Eldar YC, Hero AO. Shrinkage Algorithms for MMSE Covariance Estimation Ieee Transactions On Signal Processing. 58: 5016-5029. DOI: 10.1109/Tsp.2010.2053029  0.386
2010 Wiesel A, Eldar YC, Hero AO. Covariance Estimation in Decomposable Gaussian Graphical Models Ieee Transactions On Signal Processing. 58: 1482-1492. DOI: 10.1109/Tsp.2009.2037350  0.368
2010 Carter KM, Raich R, Hero AO. On Local Intrinsic Dimension Estimation and Its Applications Ieee Transactions On Signal Processing. 58: 650-663. DOI: 10.1109/Tsp.2009.2031722  0.36
2009 Carter KM, Raich R, Finn WG, Hero AO. FINE: fisher information nonparametric embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 2093-8. PMID 19762935 DOI: 10.1109/Tpami.2009.67  0.342
2009 Dobigeon N, Hero AO, Tourneret JY. Hierarchical Bayesian sparse image reconstruction with application to MRFM. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 2059-70. PMID 19493849 DOI: 10.1109/Tip.2009.2024067  0.387
2009 Ting M, Raich R, Hero AO. Sparse image reconstruction for molecular imaging. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 1215-27. PMID 19380271 DOI: 10.1109/Tip.2009.2017156  0.345
2009 Wiesel A, Hero AO. Decomposable principal component analysis Ieee Transactions On Signal Processing. 57: 4369-4377. DOI: 10.1109/Tsp.2009.2025806  0.349
2009 Dobigeon N, Moussaoui S, Coulon M, Tourneret J-, Hero AO. Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery Ieee Transactions On Signal Processing. 57: 4355-4368. DOI: 10.1109/Tsp.2009.2025797  0.379
2009 Chong EKP, Kreucher CM, Hero AO. Partially Observable Markov Decision Process Approximations for Adaptive Sensing Discrete Event Dynamic Systems. 19: 377-422. DOI: 10.1007/S10626-009-0071-X  0.319
2008 Rao A, Hero AO, States DJ, Engel JD. Using directed information to build biologically relevant influence networks. Journal of Bioinformatics and Computational Biology. 6: 493-519. PMID 18574860 DOI: 10.1142/S0219720008003515  0.304
2008 Herrity K, Raich R, Hero AO. Blind reconstruction of sparse images with unknown point spread function Electronic Imaging. 6814: 68140. DOI: 10.1117/12.779253  0.338
2008 Bashan E, Raich R, Hero AO. Optimal two-stage search for sparse targets using convex criteria Ieee Transactions On Signal Processing. 56: 5389-5402. DOI: 10.1109/Tsp.2008.929114  0.377
2008 Chrétien S, Hero AO. On EM algorithms and their proximal generalizations Esaim - Probability and Statistics. 12: 308-326. DOI: 10.1051/Ps:2007041  0.31
2007 Zhu D, Hero AO. Bayesian hierarchical model for large-scale covariance matrix estimation. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 14: 1311-26. PMID 18052776 DOI: 10.1089/Cmb.2006.0151  0.338
2007 Blatt D, Hero AO, Gauchman H. A convergent incremental gradient method with a constant step size Siam Journal On Optimization. 18: 29-51. DOI: 10.1137/040615961  0.309
2007 Chung P, Bohme JF, Mecklenbrauker CF, Hero AO. Detection of the Number of Signals Using the Benjamini-Hochberg Procedure Ieee Transactions On Signal Processing. 55: 2497-2508. DOI: 10.1109/Tsp.2007.893749  0.301
2007 Shih M, Hero AO. Hierarchical Inference of Unicast Network Topologies Based on End-to-End Measurements Ieee Transactions On Signal Processing. 55: 1708-1718. DOI: 10.1109/Tsp.2006.890830  0.337
2007 Blatt D, Hero AO. On Tests for Global Maximum of the Log-Likelihood Function Ieee Transactions On Information Theory. 53: 2510-2525. DOI: 10.1109/Tit.2007.899537  0.337
2007 Rangarajan R, Raich R, Hero AO. Optimal sequential energy allocation for inverse problems Ieee Journal On Selected Topics in Signal Processing. 1: 67-78. DOI: 10.1109/Jstsp.2007.897049  0.325
2006 Ahn S, Fessler JA, Blatt D, Hero AO. Convergent incremental optimization transfer algorithms: application to tomography. Ieee Transactions On Medical Imaging. 25: 283-96. PMID 16524085 DOI: 10.1109/Tmi.2005.862740  0.338
2006 Costa JA, Patwari N, Hero AO. Distributed weighted-multidimensional scaling for node localization in sensor networks Acm Transactions On Sensor Networks. 2: 39-64. DOI: 10.1145/1138127.1138129  0.338
2006 Blatt D, Hero AO. Energy-based sensor network source localization via projection onto convex sets Ieee Transactions On Signal Processing. 54: 3614-3619. DOI: 10.1109/Tsp.2006.879312  0.348
2006 Ting M, Hero AO, Rugar D, Yip C, Fessler JA. Near-optimal signal detection for finite-state Markov signals with application to magnetic resonance force microscopy Ieee Transactions On Signal Processing. 54: 2049-2062. DOI: 10.1109/Tsp.2006.874413  0.307
2006 Justice D, Hero AO. Estimation of message source and destination from network intercepts Ieee Transactions On Information Forensics and Security. 1: 374-385. DOI: 10.1109/Tifs.2006.879291  0.34
2006 Neemuchwala H, Hero AO, Zabuawala S, Carson PL. Image registration methods in high‐dimensional space International Journal of Imaging Systems and Technology. 16: 130-145. DOI: 10.1002/Ima.20079  0.337
2005 Zhu D, Hero AO, Qin ZS, Swaroop A. High throughput screening of co-expressed gene pairs with controlled false discovery rate (FDR) and minimum acceptable strength (MAS). Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 12: 1029-45. PMID 16201920 DOI: 10.1089/Cmb.2005.12.1029  0.313
2005 Chung P, Böhme JF, Hero AO. Tracking of multiple moving sources using recursive EM algorithm Eurasip Journal On Advances in Signal Processing. 2005: 50-60. DOI: 10.1155/Asp.2005.50  0.339
2005 Neemuchwala HF, Hero AO. Image registration in high-dimensional feature space Electronic Imaging. 5674: 99-113. DOI: 10.1117/12.597635  0.301
2005 Godavarti M, Hero AO. Partial update LMS algorithms Ieee Transactions On Signal Processing. 53: 2382-2399. DOI: 10.1109/Tsp.2005.849167  0.335
2005 Kreucher C, Kastella K, Hero AO. Multitarget tracking using the joint multitarget probability density Ieee Transactions On Aerospace and Electronic Systems. 41: 1396-1414. DOI: 10.1109/Taes.2005.1561892  0.319
2005 Neemuchwala H, Hero A, Carson P. Image matching using alpha-entropy measures and entropic graphs Signal Processing. 85: 277-296. DOI: 10.1106/J.Sigpro.2004.10.002  0.321
2004 Costa JA, Hero AO. Geodesic entropic graphs for dimension and entropy estimation in Manifold learning Ieee Transactions On Signal Processing. 52: 2210-2221. DOI: 10.1109/Tsp.2004.831130  0.371
2003 Patwari N, Hero AO, Perkins M, Correal NS, O'Dea RJ. Relative location estimation in wireless sensor networks Ieee Transactions On Signal Processing. 51: 2137-2148. DOI: 10.1109/Tsp.2003.814469  0.314
2003 Shih MF, Hero AO. Unicast-based inference of network link delay distributions with finite mixture models Ieee Transactions On Signal Processing. 51: 2219-2228. DOI: 10.1109/Tsp.2003.814468  0.343
2003 Gupta R, Hero AO. High-rate vector quantization for detection Ieee Transactions On Information Theory. 49: 1951-1969. DOI: 10.1109/Tit.2003.814482  0.319
2001 Kim HS, Hero AO. Comparison of GLR and invariant detectors under structured clutter covariance Ieee Transactions On Image Processing. 10: 1509-1520. PMID 18255494 DOI: 10.1109/83.951536  0.337
2000 Ma B, Lakshmanan S, Hero AO. Simultaneous Detection of Lane and Pavement Boundaries Using Model-Based Multisensor Fusion Ieee Transactions On Intelligent Transportation Systems. 1: 135-147. DOI: 10.1109/6979.892150  0.343
2000 Chretien S, Hero AO. Kullback proximal algorithms for maximum-likelihood estimation Ieee Transactions On Information Theory. 46: 1800-1810. DOI: 10.1109/18.857792  0.401
1999 Sharferember I, Hero AO. A maximum likelihood digital receiver using coordinate ascent and the discrete wavelet transform Ieee Transactions On Signal Processing. 47: 813-825. DOI: 10.1109/78.747786  0.365
1999 Sauve AC, Hero AO, Rogers WL, Wilderman SJ, Clinthorne NH. 3D image reconstruction for a Compton SPECT camera model Ieee Transactions On Nuclear Science. 46: 2075-2084. DOI: 10.1109/23.819285  0.301
1999 Hero AO, Piramuthu R, Fessier JA, Titus SR. Minimax emission computed tomography using high-resolution anatomical side information and B-spline models Ieee Transactions On Information Theory. 45: 920-938. DOI: 10.1109/18.761333  0.356
1997 Hero AO, Usman M, Sauve AC, Fessier JA. Recursive algorithms for computing the cramer-rao bound Ieee Transactions On Signal Processing. 45: 803-807. DOI: 10.1109/78.558511  0.347
1996 Hero AO, Fessler JA, Usman M. Exploring estimator bias-variance tradeoffs using the uniform CR bound Ieee Transactions On Signal Processing. 44: 2026-2041. DOI: 10.1109/78.533723  0.36
1995 Fessler JA, Hero AO. Penalized Maximum-Likelihood Image Reconstruction Using Space-Alternating Generalized EM Algorithms Ieee Transactions On Image Processing. 4: 1417-1429. DOI: 10.1109/83.465106  0.353
1995 Baygun B, Hero AO. Optimal simultaneous detection and estimation under a false alarm constraint Ieee Transactions On Information Theory. 41: 688-703. DOI: 10.1109/18.382015  0.375
1994 Fessler JA, Hero AO. Space-Alternating Generalized Expectation-Maximization Algorithm Ieee Transactions On Signal Processing. 42: 2664-2677. DOI: 10.1109/78.324732  0.399
1994 Antoniadis N, Hero AO. Time-Delay Estimation for Filtered Poisson Processes Using an EM-Type Algorithm Ieee Transactions On Signal Processing. 42: 2112-2123. DOI: 10.1109/78.301846  0.367
1994 Chiao PC, Rogers WL, Fessler JA, Clinthorne NH, Hero AO. Model-Based Estimation With Boundary Side Information or Boundary Regularization Ieee Transactions On Medical Imaging. 13: 227-234. DOI: 10.1109/42.293915  0.31
1994 Chiao PC, Rogers WL, Clinthorne NH, Fessler JA, Hero AO. Model-Based Estimation for Dynamic Cardiac Studies Using ECT Ieee Transactions On Medical Imaging. 13: 217-226. DOI: 10.1109/42.293914  0.351
1994 Hero A, Fessler JA. A Recursive Algorithm for Computing Cramer-Rao-Type Bounds on Estimator Covariance Ieee Transactions On Information Theory. 40: 1205-1210. DOI: 10.1109/18.335955  0.359
1992 Kakarala R, Hero AO. On Achievable Accuracy in Edge Localization Ieee Transactions On Pattern Analysis and Machine Intelligence. 14: 777-781. DOI: 10.1109/34.142913  0.364
1991 Hero AO. Timing Estimation for a Filtered Poisson Process in Gaussian Noise Ieee Transactions On Information Theory. 37: 92-106. DOI: 10.1109/18.61107  0.342
1990 Hero AO, Antoniadis N, Clinthorne N, Rogers WL, Hutchins GD. Optimal and sub-optimal post-detection timing estimators for PET Ieee Transactions On Nuclear Science. 37: 725-729. DOI: 10.1109/23.106705  0.334
1990 Shao L, Hero AO, Rogers WL, Clinthorne NH. Information gain from count corrections in spect image reconstruction and classification Ieee Transactions On Nuclear Science. 37: 652-657. DOI: 10.1109/23.106693  0.307
1990 Gorman JD, Hero AO. Lower Bounds For Parametric Estimation with Constraints Ieee Transactions On Information Theory. 36: 1285-1301. DOI: 10.1109/18.59929  0.352
1989 Shao L, Hero AO, Leslie Rogers W, Clinthorne NH. The Mutual Information Criterion for SPECT Aperture Evaluation and Design Ieee Transactions On Medical Imaging. 8: 322-336. DOI: 10.1109/42.41485  0.313
1989 Hero AO. Lower Bounds on Estimator Performance for Energy-Invariant Parameters of Multidimensional Poisson Processes Ieee Transactions On Information Theory. 35: 843-858. DOI: 10.1109/18.32161  0.351
1988 Hero AO, Schwartz SC. Poisson Models and Mean-Squared Error for Correlator Estimators of Time Delay Ieee Transactions On Information Theory. 34: 287-303. DOI: 10.1109/18.2637  0.325
1985 Hero AO, Schwartz SC. A New Generalized Cross Correlator Ieee Transactions On Acoustics, Speech, and Signal Processing. 33: 38-45. DOI: 10.1109/Tassp.1985.1164515  0.308
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