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Tolga Tasdizen, Ph.D. - Publications

Affiliations: 
2001 Brown University, Providence, RI 
Area:
Computer vision, pattern recognition, communication and information sciences.
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70 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 Javanmardi M, Huang D, Dwivedi P, Khanna S, Brunisholz K, Whitaker R, Nguyen Q, Tasdizen T. Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images. Ieee Access : Practical Innovations, Open Solutions. 8: 6407-6416. PMID 33777591 DOI: 10.1109/access.2019.2960010  0.323
2020 Nguyen QC, Huang Y, Kumar A, Duan H, Keralis JM, Dwivedi P, Meng HW, Brunisholz KD, Jay J, Javanmardi M, Tasdizen T. Using 164 Million Google Street View Images to Derive Built Environment Predictors of COVID-19 Cases. International Journal of Environmental Research and Public Health. 17. PMID 32882867 DOI: 10.3390/Ijerph17176359  0.315
2020 Yuan W, Wei J, Wang J, Ma Q, Tasdizen T. Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images. Medical Image Analysis. 64: 101731. PMID 32544841 DOI: 10.1016/J.Media.2020.101731  0.427
2020 Keralis JM, Javanmardi M, Khanna S, Dwivedi P, Huang D, Tasdizen T, Nguyen QC. Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment. Bmc Public Health. 20: 215. PMID 32050938 DOI: 10.1186/S12889-020-8300-1  0.329
2020 Hosseini MM, Umunnakwe A, Parvania M, Tasdizen T. Intelligent Damage Classification and Estimation in Power Distribution Poles Using Unmanned Aerial Vehicles and Convolutional Neural Networks Ieee Transactions On Smart Grid. 11: 3325-3333. DOI: 10.1109/Tsg.2020.2970156  0.351
2020 Javanmardi M, Huang D, Dwivedi P, Khanna S, Brunisholz K, Whitaker R, Nguyen Q, Tasdizen T. Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images Ieee Access. 8: 6407-6416. DOI: 10.1109/Access.2019.2960010  0.424
2020 Nizinski CA, Hanson AB, Fullmer BC, Mecham NJ, Tasdizen T, McDonald LW. Effects of process history on the surface morphology of uranium ore concentrates extracted from ore Minerals Engineering. 156: 106457. DOI: 10.1016/J.Mineng.2020.106457  0.302
2020 Ly C, Vachet C, Schwerdt I, Abbott E, Brenkmann A, McDonald LW, Tasdizen T. Determining uranium ore concentrates and their calcination products via image classification of multiple magnifications Journal of Nuclear Materials. 533: 152082. DOI: 10.1016/J.Jnucmat.2020.152082  0.378
2020 Aguiar JA, Gong ML, Tasdizen T. Crystallographic prediction from diffraction and chemistry data for higher throughput classification using machine learning Computational Materials Science. 173: 109409. DOI: 10.1016/J.Commatsci.2019.109409  0.332
2019 Aguiar JA, Gong ML, Unocic RR, Tasdizen T, Miller BD. Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning. Science Advances. 5: eaaw1949. PMID 31976364 DOI: 10.1126/Sciadv.Aaw1949  0.363
2019 Erdil E, Yildirim S, Tasdizen T, Cetin M. Pseudo-marginal MCMC Sampling for Image Segmentation using Nonparametric Shape Priors. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31217112 DOI: 10.1109/Tip.2019.2922071  0.405
2019 Nguyen QC, Khanna S, Dwivedi P, Huang D, Huang Y, Tasdizen T, Brunisholz KD, Li F, Gorman W, Nguyen TT, Jiang C. Using Google Street View to examine associations between built environment characteristics and U.S. health outcomes. Preventive Medicine Reports. 14: 100859. PMID 31061781 DOI: 10.1016/J.Pmedr.2019.100859  0.343
2019 Heffernan ST, Ly N, Mower BJ, Vachet C, Schwerdt IJ, Tasdizen T, McDonald IV LW. Identifying surface morphological characteristics to differentiate between mixtures of U3O8 synthesized from ammonium diuranate and uranyl peroxide Radiochimica Acta. 108: 29-36. DOI: 10.1515/Ract-2019-3140  0.343
2019 Abbott EC, Brenkmann A, Galbraith C, Ong J, Schwerdt IJ, Albrecht BD, Tasdizen T, McDonald IV LW. Dependence of UO2 surface morphology on processing history within a single synthetic route Radiochimica Acta. 107: 1121-1131. DOI: 10.1515/Ract-2018-3065  0.314
2019 Ly C, Olsen AM, Schwerdt IJ, Porter R, Sentz K, McDonald LW, Tasdizen T. A new approach for quantifying morphological features of U3O8 for nuclear forensics using a deep learning model Journal of Nuclear Materials. 517: 128-137. DOI: 10.1016/J.Jnucmat.2019.01.042  0.412
2019 Xiao Y, Wei J, Wang J, Ma Q, Zhe S, Tasdizen T. Graph constraint-based robust latent space low-rank and sparse subspace clustering Neural Computing and Applications. 32: 8187-8204. DOI: 10.1007/S00521-019-04317-3  0.314
2018 Ramesh N, Tasdizen T. Cell segmentation using a similarity interface with a multi-task convolutional neural network. Ieee Journal of Biomedical and Health Informatics. PMID 30530343 DOI: 10.1109/Jbhi.2018.2885544  0.356
2018 Schwerdt IJ, Brenkmann A, Martinson S, Albrecht BD, Heffernan S, Klosterman MR, Kirkham T, Tasdizen T, McDonald Iv LW. Nuclear proliferomics: A new field of study to identify signatures of nuclear materials as demonstrated on alpha-UO. Talanta. 186: 433-444. PMID 29784384 DOI: 10.1016/J.Talanta.2018.04.092  0.365
2018 Nguyen QC, Sajjadi M, McCullough M, Pham M, Nguyen TT, Yu W, Meng HW, Wen M, Li F, Smith KR, Brunisholz K, Tasdizen T. Neighbourhood looking glass: 360º automated characterisation of the built environment for neighbourhood effects research. Journal of Epidemiology and Community Health. PMID 29335255 DOI: 10.1136/Jech-2017-209456  0.342
2017 Ramesh N, Liu T, Tasdizen T. Cell Detection Using Extremal Regions in a Semisupervised Learning Framework. Journal of Healthcare Engineering. 2017: 4080874. PMID 29065596 DOI: 10.1155/2017/4080874  0.339
2017 Mesadi F, Erdil E, Cetin M, Tasdizen T. Image Segmentation Using Disjunctive Normal Bayesian Shape and Appearance Models. Ieee Transactions On Medical Imaging. PMID 28961107 DOI: 10.1109/Tmi.2017.2756929  0.445
2017 Erdil E, Ghani MU, Rada L, Argunsah AO, Unay D, Tasdizen T, Cetin M. Nonparametric Joint Shape and Feature Priors for Image Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28727552 DOI: 10.1109/Tip.2017.2728185  0.404
2017 Mesadi F, Cetin M, Tasdizen T. Disjunctive Normal Parametric Level Set With Application to Image Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28320665 DOI: 10.1109/Tip.2017.2682980  0.449
2017 Zhu J, Liu A, Chen M, Tasdizen T, Su H. Special Issue on Biomedical Big Data: Understanding, Learning and Applications Ieee Transactions On Big Data. 3: 375-377. DOI: 10.1109/Tbdata.2017.2772930  0.418
2016 Liu T, Seyedhosseini M, Tasdizen T. Image Segmentation Using Hierarchical Merge Tree. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27448353 DOI: 10.1109/Tip.2016.2592704  0.437
2016 Kamesh Iyer S, Tasdizen T, Likhite D, DiBella E. Split Bregman multicoil accelerated reconstruction technique: A new framework for rapid reconstruction of cardiac perfusion MRI. Medical Physics. 43: 1969. PMID 27036592 DOI: 10.1118/1.4943643  0.401
2016 Iyer SK, Tasdizen T, Burgon N, Kholmovski E, Marrouche N, Adluru G, DiBella E. Compressed sensing for rapid late gadolinium enhanced imaging of the left atrium: A preliminary study. Magnetic Resonance Imaging. PMID 26968143 DOI: 10.1016/J.Mri.2016.03.002  0.379
2016 Barjatia M, Tasdizen T, Song B, Sampson C, Golden KM. Network modeling of Arctic melt ponds Cold Regions Science and Technology. 124: 40-53. DOI: 10.1016/J.Coldregions.2015.11.019  0.304
2015 Mesadi F, Cetin M, Tasdizen T. Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 703-710. PMID 27754496 DOI: 10.1007/978-3-319-24574-4_84  0.348
2015 Arganda-Carreras I, Turaga SC, Berger DR, Cireşan D, Giusti A, Gambardella LM, Schmidhuber J, Laptev D, Dwivedi S, Buhmann JM, Liu T, Seyedhosseini M, Tasdizen T, Kamentsky L, Burget R, et al. Crowdsourcing the creation of image segmentation algorithms for connectomics. Frontiers in Neuroanatomy. 9: 142. PMID 26594156 DOI: 10.3389/Fnana.2015.00142  0.436
2015 Seyedhosseini M, Tasdizen T. Semantic Image Segmentation with Contextual Hierarchical Models. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26336116 DOI: 10.1109/Tpami.2015.2473846  0.44
2015 Jones C, Liu T, Cohan NW, Ellisman M, Tasdizen T. Efficient semi-automatic 3D segmentation for neuron tracing in electron microscopy images. Journal of Neuroscience Methods. 246: 13-21. PMID 25769273 DOI: 10.1016/J.Jneumeth.2015.03.005  0.385
2015 Seyedhosseini M, Shushruth S, Davis T, Ichida JM, House PA, Greger B, Angelucci A, Tasdizen T. Informative features of local field potential signals in primary visual cortex during natural image stimulation. Journal of Neurophysiology. 113: 1520-32. PMID 25505104 DOI: 10.1152/Jn.00278.2014  0.363
2015 Sajjadi M, Seyedhosseini M, Tasdizen T. Nonlinear regression with logistic product basis networks Ieee Signal Processing Letters. 22: 1011-1015. DOI: 10.1109/Lsp.2014.2380791  0.349
2015 Mesadi F, Cetin M, Tasdizen T. Disjunctive normal shape and appearance priors with applications to image segmentation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9351: 703-710. DOI: 10.1007/978-3-319-24574-4_84  0.349
2014 Perez AJ, Seyedhosseini M, Deerinck TJ, Bushong EA, Panda S, Tasdizen T, Ellisman MH. A workflow for the automatic segmentation of organelles in electron microscopy image stacks. Frontiers in Neuroanatomy. 8: 126. PMID 25426032 DOI: 10.3389/Fnana.2014.00126  0.449
2014 Liu T, Jones C, Seyedhosseini M, Tasdizen T. A modular hierarchical approach to 3D electron microscopy image segmentation. Journal of Neuroscience Methods. 226: 88-102. PMID 24491638 DOI: 10.1016/J.Jneumeth.2014.01.022  0.439
2013 Liu T, Seyedhosseini M, Ellisman M, Tasdizen T. WATERSHED MERGE FOREST CLASSIFICATION FOR ELECTRON MICROSCOPY IMAGE STACK SEGMENTATION. Proceedings / Ieee International Conference On Computer Vision. Ieee International Conference On Computer Vision. 2013: 4069-4073. PMID 25484631 DOI: 10.1109/ICIP.2013.6738838  0.315
2013 Seyedhosseini M, Sajjadi M, Tasdizen T. Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks. Proceedings / Ieee International Conference On Computer Vision. Ieee International Conference On Computer Vision. 2013: 2168-2175. PMID 25419193 DOI: 10.1109/ICCV.2013.269  0.346
2013 Seyedhosseini M, Ellisman MH, Tasdizen T. SEGMENTATION OF MITOCHONDRIA IN ELECTRON MICROSCOPY IMAGES USING ALGEBRAIC CURVES. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 860-863. PMID 25132915 DOI: 10.1109/ISBI.2013.6556611  0.361
2013 Seyedhosseini M, Tasdizen T. Multi-class multi-scale series contextual model for image segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 4486-96. PMID 23893724 DOI: 10.1109/Tip.2013.2274388  0.386
2013 Jurrus E, Watanabe S, Giuly RJ, Paiva AR, Ellisman MH, Jorgensen EM, Tasdizen T. Semi-automated neuron boundary detection and nonbranching process segmentation in electron microscopy images. Neuroinformatics. 11: 5-29. PMID 22644867 DOI: 10.1007/S12021-012-9149-Y  0.408
2012 Ramesh N, Dangott B, Salama ME, Tasdizen T. Isolation and two-step classification of normal white blood cells in peripheral blood smears. Journal of Pathology Informatics. 3: 13. PMID 22530181 DOI: 10.4103/2153-3539.93895  0.386
2012 Kamesh Iyer S, Tasdizen T, Dibella EV. Edge-enhanced spatiotemporal constrained reconstruction of undersampled dynamic contrast-enhanced radial MRI. Magnetic Resonance Imaging. 30: 610-9. PMID 22459444 DOI: 10.1016/J.Mri.2011.12.021  0.393
2012 Paiva ARC, Tasdizen T. Fingerprint image segmentation using data manifold characteristic features International Journal of Pattern Recognition and Artificial Intelligence. 26. DOI: 10.1142/S0218001412560101  0.421
2011 Seyedhosseini M, Kumar R, Jurrus E, Giuly R, Ellisman M, Pfister H, Tasdizen T. Detection of neuron membranes in electron microscopy images using multi-scale context and radon-like features. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 670-7. PMID 22003676 DOI: 10.1007/978-3-642-23623-5_84  0.335
2011 Anderson JR, Mohammed S, Grimm B, Jones BW, Koshevoy P, Tasdizen T, Whitaker R, Marc RE. The Viking viewer for connectomics: scalable multi-user annotation and summarization of large volume data sets. Journal of Microscopy. 241: 13-28. PMID 21118201 DOI: 10.1111/J.1365-2818.2010.03402.X  0.318
2010 Adluru G, Tasdizen T, Schabel MC, DiBella EV. Reconstruction of 3D dynamic contrast-enhanced magnetic resonance imaging using nonlocal means. Journal of Magnetic Resonance Imaging : Jmri. 32: 1217-27. PMID 21031528 DOI: 10.1002/Jmri.22358  0.315
2010 Tasdizen T, Koshevoy P, Grimm BC, Anderson JR, Jones BW, Watt CB, Whitaker RT, Marc RE. Automatic mosaicking and volume assembly for high-throughput serial-section transmission electron microscopy. Journal of Neuroscience Methods. 193: 132-44. PMID 20713087 DOI: 10.1016/J.Jneumeth.2010.08.001  0.386
2010 Jurrus E, Paiva AR, Watanabe S, Anderson JR, Jones BW, Whitaker RT, Jorgensen EM, Marc RE, Tasdizen T. Detection of neuron membranes in electron microscopy images using a serial neural network architecture. Medical Image Analysis. 14: 770-83. PMID 20598935 DOI: 10.1016/J.Media.2010.06.002  0.438
2010 Gerber S, Tasdizen T, Thomas Fletcher P, Joshi S, Whitaker R. Manifold modeling for brain population analysis. Medical Image Analysis. 14: 643-53. PMID 20579930 DOI: 10.1016/J.Media.2010.05.008  0.379
2010 Schlimper C, Nemitz O, Dorenbeck U, Scorzin J, Whitaker R, Tasdizen T, Rumpf M, Schaller K. Restoring three-dimensional magnetic resonance angiography images with mean curvature motion. Neurological Research. 32: 87-93. PMID 19941735 DOI: 10.1179/016164110X12556180206077  0.356
2010 Adluru G, Tasdizen T, Whitaker R, DiBella E. Improving undersampled MRI reconstruction using non-local means Proceedings - International Conference On Pattern Recognition. 4000-4003. DOI: 10.1109/ICPR.2010.973  0.303
2010 Paiva ARC, Tasdizen T. Detection of salient image points using principal subspace manifold structure Proceedings - International Conference On Pattern Recognition. 1389-1392. DOI: 10.1109/ICPR.2010.343  0.324
2010 Paiva ARC, Tasdizen T. Fast semi-supervised image segmentation by novelty selection Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1054-1057. DOI: 10.1109/ICASSP.2010.5495333  0.348
2009 Gerber S, Tasdizen T, Joshi S, Whitaker R. On the manifold structure of the space of brain images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 305-12. PMID 20426001 DOI: 10.1007/978-3-642-04268-3_38  0.311
2009 Anderson JR, Jones BW, Yang JH, Shaw MV, Watt CB, Koshevoy P, Spaltenstein J, Jurrus E, U V K, Whitaker RT, Mastronarde D, Tasdizen T, Marc RE. A computational framework for ultrastructural mapping of neural circuitry. Plos Biology. 7: e1000074. PMID 19855814 DOI: 10.1371/Journal.Pbio.1000074  0.402
2009 Tasdizen T. Principal neighborhood dictionaries for nonlocal means image denoising. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 2649-60. PMID 19635697 DOI: 10.1109/Tip.2009.2028259  0.425
2009 Preston JS, Tasdizen T, Terry CM, Cheung AK, Kirby RM. Using the stochastic collocation method for the uncertainty quantification of drug concentration due to depot shape variability. Ieee Transactions On Bio-Medical Engineering. 56: 609-20. PMID 19272865 DOI: 10.1109/Tbme.2008.2009882  0.323
2007 Adluru G, Awate SP, Tasdizen T, Whitaker RT, Dibella EV. Temporally constrained reconstruction of dynamic cardiac perfusion MRI. Magnetic Resonance in Medicine. 57: 1027-36. PMID 17534924 DOI: 10.1002/Mrm.21248  0.37
2007 Nemitz O, Rumpf M, Tasdizen T, Whitaker R. Anisotropic curvature motion for structure enhancing smoothing of 3D MR angiography data Journal of Mathematical Imaging and Vision. 27: 217-229. DOI: 10.1007/S10851-006-0645-2  0.359
2006 Awate SP, Tasdizen T, Foster N, Whitaker RT. Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification. Medical Image Analysis. 10: 726-39. PMID 16919993 DOI: 10.1016/J.Media.2006.07.002  0.409
2006 Awate SP, Tasdizen T, Whitaker RT. Unsupervised texture segmentation with nonparametric neighborhood statistics Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3952: 494-507. DOI: 10.1007/11744047_38  0.377
2005 Tasdizen T, Awate SP, Whitaker RT, Foster NL. MRI tissue classification with neighborhood statistics: a nonparametric, entropy-minimizing approach. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 517-25. PMID 16685999 DOI: 10.1007/11566489_64  0.311
2004 Tasdizen T, Whitaker R. Higher-order nonlinear priors for surface reconstruction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 878-91. PMID 18579946 DOI: 10.1109/Tpami.2004.31  0.332
2002 Barzohar M, Preminger L, Tasdizen T, Cooper DB. Robust method for completely automatic aerial detection of occluded roads with new initialization Proceedings of Spie - the International Society For Optical Engineering. 4820: 688-698. DOI: 10.1117/12.452231  0.518
2000 Tasdizen T, Tarel JP, Cooper DB. Improving the stability of algebraic curves for applications. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 405-16. PMID 18255412 DOI: 10.1109/83.826778  0.526
1998 Zhou J, Lopresti D, Tasdizen T. Finding text in color images Proceedings of Spie - the International Society For Optical Engineering. 3305: 130-140. DOI: 10.1117/12.304625  0.364
1998 Taşdizen T, Akarun L, Ersoy C. Color quantization with genetic algorithms Signal Processing: Image Communication. 12: 49-57. DOI: 10.1016/S0923-5965(97)00035-0  0.322
1997 Lei Z, Tasdizen T, Cooper DB. Object signature curve and invariant shape patches for geometric indexing into pictorial databases Proceedings of Spie - the International Society For Optical Engineering. 3229: 232-243. DOI: 10.1117/12.290344  0.453
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