Scale Space Analysis by Stabilized Inverse Diffusion Equations. - Ilya Pollak; Alan S. Willsky; Hamid Krim (Scale-Space, 1997)

Nonlinear frame-like decompositions. - B. Pouye; Amel Benazza-Benyahia; Ilya Pollak; Jean-Christophe Pesquet; Hamid Krim (EUSIPCO, 1998)

Segmentation of Dermatoscopic Images by Stabilized Inverse Diffusion Equations. - Jianbo Gao; Jun Zhang 006; Matthew G. Fleming; Ilya Pollak; Armand B. Cognetta Jr. (ICIP (3), 1998)

Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images. - Ilya Pollak; Hamid Krim; Alan S. Willsky (ICIP (3), 1998)

A nonlinear diffusion equation as a fast and optimal solver of edge detection problems. - Ilya Pollak; Alan S. Willsky; Hamid Krim (ICASSP, 1999)

Nonlinear scale-space analysis in image processing. - Ilya Pollak (1999)

Image segmentation and edge enhancement with stabilized inverse diffusion equations. - Ilya Pollak; Alan S. Willsky; Hamid Krim (IEEE Trans. Image Process., 2000)

ML optimality of PDE-based segmentation algorithms. - Ilya Pollak (ICIP (2), 2001)

Nonlinear multiscale filtering. - Ilya Pollak (IEEE Signal Process. Mag., 2002)

Modeling and estimation of spatial random trees with application to image classification. - Ilya Pollak; Jeffrey Mark Siskind; Mary P. Harper; Charles A. Bouman (ICASSP (3), 2003)

Parameter estimation for spatial random trees using the EM algorithm. - Ilya Pollak; Jeffrey Mark Siskind; Mary P. Harper; Charles A. Bouman (ICIP (1), 2003)

Stochastic Models of Video Structure for Program Genre Detection. - Cüneyt M. Taskiran; Ilya Pollak; Charles A. Bouman; Edward J. Delp (VLBV, 2003)

Time-frequency analysis with best local cosine bases. - Yan Huang 004; Ilya Pollak; Charles A. Bouman; Minh N. Do (Computational Imaging, 2004)

New algorithms for best local cosine basis search. - Yan Huang 004; Ilya Pollak; Charles A. Bouman; Minh N. Do (ICASSP (2), 2004)

Image Compression with Multitree Tilings. - Yan Huang 004; Ilya Pollak; Charles A. Bouman (ICASSP (2), 2005)

Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs. - Xiaogang Dong; Ilya Pollak (ICIP (3), 2005)

Optimal representations in multitree dictionaries with application to compression. - Yan Huang 004; Ilya Pollak; Minh N. Do; Charles A. Bouman (ICIP (1), 2005)

MLC: a novel image coder based on multitree local cosine dictionaries. - Yan Huang 004; Ilya Pollak (IEEE Signal Process. Lett., 2005)

Nonlinear evolution equations as fast and exact solvers of estimation problems. - Ilya Pollak; Alan S. Willsky; Yan Huang 004 (IEEE Trans. Signal Process., 2005)

Modeling hierarchical structure of images with stochastic grammars. - Wiley Wang; Tak-Shing Wong; Ilya Pollak; Charles A. Bouman; Mary P. Harper (Computational Imaging, 2006)

Approximate Methods for Constrained Total Variation Minimization. - Xiaogang Dong; Ilya Pollak (CSR, 2006)

Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation. - Xiaogang Dong; Ilya Pollak (ICIP, 2006)

Optimal Image Tilings with Application to Video Compression. - Kai-Lung Hua; Ilya Pollak; Mary L. Comer (ICIP, 2006)

Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs. - Xiaogang Dong; Ilya Pollak (IEEE Trans. Image Process., 2006)

Fast Search for Best Representations in Multitree Dictionaries. - Yan Huang 004; Ilya Pollak; Minh N. Do; Charles A. Bouman (IEEE Trans. Image Process., 2006)

Hierarchical Stochastic Image Grammars for Classification and Segmentation. - Wiley Wang; Ilya Pollak; Tak-Shing Wong; Charles A. Bouman; Mary P. Harper; Jeffrey Mark Siskind (IEEE Trans. Image Process., 2006)

Best basis search in lapped dictionaries. - Yan Huang 004; Ilya Pollak; Charles A. Bouman; Minh N. Do (IEEE Trans. Signal Process., 2006)

A multiscale statistical model for time series forecasting. - Wiley Wang; Ilya Pollak (Computational Imaging, 2007)

A Stochastic Context-Free Grammar Model for Time Series Analysis. - Wiley Wang; Vlad Portnoy; Ilya Pollak (ICASSP (3), 2007)

A Document Page Classification Algorithm in Copy Pipeline. - Xiaogang Dong; Peter Majewicz; Gordon McNutt; Charles A. Bouman; Jan P. Allebach; Ilya Pollak (ICIP (3), 2007)

A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection. - Jianing Wei; Ilya Pollak (ICIP (5), 2007)

Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape. - Jeffrey Mark Siskind; James Sherman Jr.; Ilya Pollak; Mary P. Harper; Charles A. Bouman (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions. - Landis M. Huffman; Jeff P. Simmons; Ilya Pollak (Computational Imaging, 2008)

An automated segmentation for nickel-based superalloy. - Hsiao-Chiang Chuang; Landis M. Huffman; Mary L. Comer; Jeff P. Simmons; Ilya Pollak (ICIP, 2008)

Document page classification algorithms in low-end copy pipeline. - Xiaogang Dong; Kai-Lung Hua; Peter Majewicz; Gordon McNutt; Charles A. Bouman; Jan P. Allebach; Ilya Pollak (J. Electronic Imaging, 2008)

A new method for FMRI activation detection. - Jianing Wei; Thomas M. Talavage; Ilya Pollak (Computational Imaging, 2009)

A Document Image Model and Estimation Algorithm for Optimized JPEG Decompression. - Tak-Shing Wong; Charles A. Bouman; Ilya Pollak; Zhigang Fan 001 (IEEE Trans. Image Process., 2009)

Efficient coders for large tree-structured dictionaries of tilings. - Kai-Lung Hua; Rong Zhang 014; Mary L. Comer; Ilya Pollak (ACSCC, 2011)

Weight shrinkage for portfolio optimization. - Ilya Pollak (CAMSAP, 2011)

Comparison of several covariance matrix estimators for portfolio optimization. - Ka Ki Ng; Priyanka Agarwal; Nathan Mullen; Dzung Du; Ilya Pollak (ICASSP, 2011)

Incorporating Financial Applications in Signal Processing Curricula. - Ilya Pollak (IEEE Signal Process. Mag., 2011)

Statistics and Data Analysis for Financial Engineering (Ruppert, D.; 2011) [Book Reviews]. - Ilya Pollak (IEEE Signal Process. Mag., 2011)

Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors]. - Ilya Pollak; Marco Avellaneda; Emmanuel Bacry; Rama Cont; Sanjeev R. Kulkarni (IEEE Signal Process. Mag., 2011)

Covariance estimation and related problems in portfolio optimization. - Ilya Pollak (SAM, 2012)

Non-parametric prediction of the mid-price dynamics in a limit order book. - Deepan Palguna; Ilya Pollak (SSP, 2012)

Empirical Evidence Against CAPM: Relating Alphas and Returns to Betas. - Mayur Agrawal; Debabrata Mohapatra; Ilya Pollak (IEEE J. Sel. Top. Signal Process., 2012)

Inter Frame Video Compression With Large Dictionaries of Tilings: Algorithms for Tiling Selection and Entropy Coding. - Kai-Lung Hua; Rong Zhang 014; Mary L. Comer; Ilya Pollak (IEEE Trans. Circuits Syst. Video Technol., 2012)

Quantized auction schemes for secondary spectrum markets. - Deepan Palguna; David J. Love; Ilya Pollak (Allerton, 2013)

Efficient occlusion reasoning for articulated tracking in monocular views. - Landis M. Huffman; Ilya Pollak (Computational Imaging, 2013)

Building and enforcing shape priors for segmentation of alloy micrographs. - Landis M. Huffman; Jeff P. Simmons; Marc De Graef; Ilya Pollak (Computational Imaging, 2013)

A distributed algorithm for systemic risk mitigation in financial systems. - Zhang Li; Xiaojun Lin 001; Ilya Pollak (GlobalSIP, 2013)

Non-parametric prediction in a limit order book. - Deepan Palguna; Ilya Pollak (GlobalSIP, 2013)

Sparsifying defaults: Optimal bailout policies for financial networks in distress. - Zhang Li; Ilya Pollak (ICASSP, 2013)

Image Enhancement Using the Hypothesis Selection Filter: Theory and Application to JPEG Decoding. - Tak-Shing Wong; Charles A. Bouman; Ilya Pollak (IEEE Trans. Image Process., 2013)

Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks. - Zhang Li; Xiaojun Lin 001; Borja Peleato-Inarrea; Ilya Pollak (CoRR, 2014)

Mid-Price Prediction in a Limit Order Book. - Deepan Palguna; Ilya Pollak (IEEE J. Sel. Top. Signal Process., 2016)

Secondary Spectrum Auctions for Markets With Communication Constraints. - Deepan S. Palguna; David James Love; Ilya Pollak (IEEE Trans. Wirel. Commun., 2016)