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Ilya Pollak - Publications

Affiliations: 
Electrical and Computer Engineering Purdue University, West Lafayette, IN, United States 
Area:
Electronics and Electrical Engineering
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39 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
2013 Wong TS, Bouman CA, Pollak I. Image enhancement using the hypothesis selection filter: theory and application to JPEG decoding. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 898-913. PMID 23014749 DOI: 10.1109/Tip.2012.2220149  0.394
2013 Huffman LM, Simmons JP, De Graef M, Pollak I. Building and enforcing shape priors for segmentation of alloy micrographs Proceedings of Spie - the International Society For Optical Engineering. 8657. DOI: 10.1117/12.2012647  0.685
2013 Huffman LM, Pollak I. Efficient occlusion reasoning for articulated tracking in monocular views Proceedings of Spie - the International Society For Optical Engineering. 8657. DOI: 10.1117/12.2012645  0.663
2012 Hua KL, Zhang R, Comer M, Pollak I. Inter frame video compression with large dictionaries of tilings: Algorithms for tiling selection and entropy coding Ieee Transactions On Circuits and Systems For Video Technology. 22: 1136-1149. DOI: 10.1109/Tcsvt.2012.2190477  0.567
2011 Hua KL, Zhang R, Comer M, Pollak I. Efficient coders for large tree-structured dictionaries of tilings Conference Record - Asilomar Conference On Signals, Systems and Computers. 230-234. DOI: 10.1109/ACSSC.2011.6189991  0.563
2011 Pollak I, Huffman LM. Automated microstructure segmentation based on inverse diffusion methods Jom. 63: 52-54. DOI: 10.1007/S11837-011-0112-4  0.731
2009 Wong TS, Bouman CA, Pollak I, Fan Z. A document image model and estimation algorithm for optimized JPEG decompression. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 2518-35. PMID 19635703 DOI: 10.1109/Tip.2009.2028252  0.45
2009 Wei J, Talavage TM, Pollak I. A new method for FMRI activation detection Proceedings of Spie - the International Society For Optical Engineering. 7246. DOI: 10.1117/12.816480  0.586
2008 Huffman LM, Simmons J, Pollak I. Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions Proceedings of Spie - the International Society For Optical Engineering. 6814. DOI: 10.1117/12.777232  0.723
2008 Dong X, Hua KL, Majewicz P, McNutt G, Bouman CA, Allebach JP, Pollak I. Document page classification algorithms in low-end copy pipeline Journal of Electronic Imaging. 17. DOI: 10.1117/1.3010879  0.603
2008 Chuang HC, Huffman LM, Comer ML, Simmons JP, Pollak I. An automated segmentation for nickel-based superalloy Proceedings - International Conference On Image Processing, Icip. 2280-2283. DOI: 10.1109/ICIP.2008.4712246  0.673
2007 Siskind JM, Sherman JJ, Pollak I, Harper MP, Bouman CA. Spatial random tree grammars for modeling hierarchical structure in images with regions of arbitrary shape Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 1504-1519. PMID 17627040 DOI: 10.1109/Tpami.2007.1169  0.444
2007 Wang W, Pollak I. A multiscale statistical model for time series forecasting Proceedings of Spie - the International Society For Optical Engineering. 6498. DOI: 10.1117/12.722198  0.534
2007 Wong TS, Bouman CA, Pollak I. Improved JPEG decompression of document images based on image segmentation Ieee Workshop On Statistical Signal Processing Proceedings. 488-492. DOI: 10.1109/SSP.2007.4301306  0.381
2007 Wei J, Talavage TM, Pollak I. Modeling and activation detection in fMRI data analysis Ieee Workshop On Statistical Signal Processing Proceedings. 141-145. DOI: 10.1109/SSP.2007.4301235  0.438
2006 Wang W, Pollak I, Wong TS, Bouman CA, Harper MP, Siskind JM. Hierarchical stochastic image grammars for classification and segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 3033-52. PMID 17022268 DOI: 10.1109/Tip.2006.877496  0.624
2006 Dong X, Pollak I. Multiscale segmentation with vector-valued nonlinear diffusions on arbitrary graphs. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1993-2005. PMID 16830919 DOI: 10.1109/Tip.2006.873473  0.444
2006 Huang Y, Pollak I, Do MN, Bouman CA. Fast search for best representations in multitree dictionaries. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1779-93. PMID 16830901 DOI: 10.1109/Tip.2006.873465  0.378
2006 Wang W, Wong TS, Pollak I, Bouman CA, Harper MP. Modeling hierarchical structure of images with stochastic grammars Proceedings of Spie - the International Society For Optical Engineering. 6065. DOI: 10.1117/12.655207  0.596
2006 Huang Y, Pollak I, Bouman CA, Do MN. Best basis search in lapped dictionaries Ieee Transactions On Signal Processing. 54: 651-664. DOI: 10.1109/Tsp.2005.861771  0.379
2006 Wei J, Pollak I. A new framework for FMRI data analysis: Modeling, image restoration, and activation detection Proceedings - International Conference On Image Processing, Icip. 5. DOI: 10.1109/ICIP.2007.4379876  0.573
2006 Hua KL, Pollak I, Comer M. Optimal image tilings with application to video compression Proceedings - International Conference On Image Processing, Icip. 2497-2500. DOI: 10.1109/ICIP.2006.312800  0.565
2006 Dong X, Pollak I. Circle-valued nonlinear diffusions with application to texture segmentation Proceedings - International Conference On Image Processing, Icip. 1105-1108. DOI: 10.1109/ICIP.2006.312749  0.382
2006 Hua KL, Pollak I, Comer M. Optimal tilings for image and video compression Conference Record - Asilomar Conference On Signals, Systems and Computers. 391-395. DOI: 10.1109/ACSSC.2006.354775  0.542
2005 Wang W, Pollak I, Harper MP, Bouman CA. Spatial random trees with applications to image classification Proceedings of Spie - the International Society For Optical Engineering. 5916: 1-9. DOI: 10.1117/12.615513  0.592
2005 Huang Y, Pollak I, Do MN, Bouman CA. Fast globally optimal search in tree-structured dictionaries Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-10. DOI: 10.1117/12.615428  0.396
2005 Dong X, Pollak I. Nonlinear vector-valued diffusions with application to texture segmentation Proceedings of Spie - the International Society For Optical Engineering. 5916: 1-6. DOI: 10.1117/12.615318  0.499
2005 Pollak I, Willsky AS, Huang Y. Nonlinear evolution equations as fast and exact solvers of estimation problems Ieee Transactions On Signal Processing. 53: 484-498. DOI: 10.1109/Tsp.2004.840786  0.517
2005 Huang Y, Pollak I. MLC: A novel image coder based on multitree local cosine dictionaries Ieee Signal Processing Letters. 12: 843-846. DOI: 10.1109/Lsp.2005.859506  0.458
2005 Dong X, Pollak I. Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs Proceedings - International Conference On Image Processing, Icip. 3: 824-827. DOI: 10.1109/ICIP.2005.1530519  0.347
2005 Huang Y, Pollak I, Do MN, Bouman CA. Optimal representations in multitree dictionaries with application to compression Proceedings - International Conference On Image Processing, Icip. 1: 77-80. DOI: 10.1109/ICIP.2005.1529691  0.314
2005 Dong X, Pollak I. Texture segmentation with diffusions on arbitrary graphs Ieee Workshop On Statistical Signal Processing Proceedings. 2005: 775-778.  0.388
2005 Huang Y, Pollak I. Image compression with best local cosine bases Ieee Workshop On Statistical Signal Processing Proceedings. 2005: 905-908.  0.302
2004 Huang V, Pollak I, Bouman CA, Do MN. Time-frequency analysis with best local cosine bases Proceedings of Spie - the International Society For Optical Engineering. 5299: 187-192. DOI: 10.1117/12.538998  0.354
2002 Pollak I. Segmentation and restoration via nonlinear multiscale filtering Ieee Signal Processing Magazine. 19: 26-36. DOI: 10.1109/Msp.2002.1028350  0.413
2001 Pollak I. ML optimality of PDE-based segmentation algorithms Ieee International Conference On Image Processing. 2: 564.  0.375
2000 Pollak I, Willsky AS, Krim H. Image segmentation and edge enhancement with stabilized inverse diffusion equations. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 256-66. PMID 18255392 DOI: 10.1109/83.821738  0.66
1998 Fleming MG, Steger C, Zhang J, Gao J, Cognetta AB, Pollak I, Dyer CR. Techniques for a structural analysis of dermatoscopic imagery. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 22: 375-89. PMID 9890182 DOI: 10.1016/S0895-6111(98)00048-2  0.308
1997 Pollak I, Willsky AS, Krim H. Scale space analysis by stabilized inverse diffusion equations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1252: 201-211. DOI: 10.1007/3-540-63167-4_51  0.653
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