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Adrian G. Barbu, Ph.D. - Publications

Affiliations: 
2005 University of California, Los Angeles, Los Angeles, CA 
Area:
computer vision; statistical modeling and computing; vision and visual arts; machine learning
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16 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
2019 Wang M, Barbu A. Are screening methods useful in feature selection? An empirical study. Plos One. 14: e0220842. PMID 31509541 DOI: 10.1371/Journal.Pone.0220842  0.351
2019 Inkoom S, Sobanjo J, Barbu A, Niu X. Prediction of the crack condition of highway pavements using machine learning models Structure and Infrastructure Engineering. 15: 940-953. DOI: 10.1080/15732479.2019.1581230  0.326
2018 Barbu A, Lu L, Roth H, Seff A, Summers RM. An analysis of robust cost functions for CNN in computer-aided diagnosis Computer Methods in Biomechanics and Biomedical Engineering. Imaging & Visualization. 6: 253-258. DOI: 10.1080/21681163.2016.1138240  0.314
2016 Barbu A, She Y, Ding L, Gramajo G. Feature Selection with Annealing for Computer Vision and Big Data Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27019473 DOI: 10.1109/Tpami.2016.2544315  0.397
2015 Barbu A, Wu T, Wu YN. Learning mixtures of bernoulli templates by two-round EM with performance guarantee Electronic Journal of Statistics. 8: 3004-3030. DOI: 10.1214/14-Ejs981  0.538
2014 Barbu A. Multi-Path Marginal Space Learning for Object Detection Academic Press Library in Signal Processing. 4: 271-291. DOI: 10.1016/B978-0-12-396501-1.00010-8  0.379
2014 Coyle EJ, Roberts RG, Collins EG, Barbu A. Synthetic data generation for classification via uni-modal cluster interpolation Autonomous Robots. 37: 27-45. DOI: 10.1007/S10514-013-9373-9  0.328
2013 Barbu A. Hierarchical object parsing from structured noisy point clouds Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1649-1659. PMID 23681993 DOI: 10.1109/Tpami.2012.262  0.374
2013 Zhang K, Collins EG, Barbu A. An efficient stochastic clustering auction for heterogeneous robotic collaborative teams Journal of Intelligent and Robotic Systems: Theory and Applications. 72: 541-558. DOI: 10.1007/S10846-012-9800-8  0.325
2010 Bunea F, Tsybakov AB, Wegkamp MH, Barbu A. SPADES and mixture models Annals of Statistics. 38: 2525-2558. DOI: 10.1214/09-Aos790  0.312
2009 Barbu A. Training an active random field for real-time image denoising. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 2451-62. PMID 19635701 DOI: 10.1109/TIP.2009.2028254  0.304
2009 Barbu A. Training an active random field for real-time image denoising Ieee Transactions On Image Processing. 18: 2451-2462. DOI: 10.1109/Tip.2009.2028254  0.396
2008 Zheng Y, Barbu A, Georgescu B, Scheuering M, Comaniciu D. Four-chamber heart modeling and automatic segmentation for 3-D cardiac CT volumes using marginal space learning and steerable features. Ieee Transactions On Medical Imaging. 27: 1668-81. PMID 18955181 DOI: 10.1109/Tmi.2008.2004421  0.338
2007 Barbu A, Zhu SC. Generalizing Swendsen-Wang for image analysis Journal of Computational and Graphical Statistics. 16: 877-900. DOI: 10.1198/106186007X255144  0.512
2006 Barbu A, Zhu SC. On the relationship between image and motion segmentation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3667: 51-63. DOI: 10.1007/11676959_5  0.5
2005 Barbu A, Zhu SC. Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1239-1253. PMID 16119263 DOI: 10.1109/Tpami.2005.161  0.518
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