A novel de-interlacing method based on locally-adaptive Nonlocal-means. - Roozbeh Dehghannasiri; Shahram Shirani (ACSCC, 2012)

Designing experiments for optimal reduction of uncertainty in gene regulatory networks. - Roozbeh Dehghannasiri; Byung-Jun Yoon; Edward R. Dougherty (GENSiPS, 2013)

A view interpolation method without explicit disparity estimation. - Roozbeh Dehghannasiri; Shahram Shirani (ICME Workshops, 2013)

Video de-interlacing using asymmetric nonlocal-means filtering. - Roozbeh Dehghannasiri (ACSSC, 2014)

Computationally efficient experimental design strategy for reducing gene network uncertainty. - Roozbeh Dehghannasiri; Byung-Jun Yoon; Edward R. Dougherty (GlobalSIP, 2014)

Frame rate up-conversion using nonparametric estimator. - Roozbeh Dehghannasiri; S. M. Reza Soroushmehr; Shahram Shirani (ICIP, 2014)

An experimental design to reduce dynamics uncertainty in genomic networks. - Daniel N. Mohsenizadeh; Roozbeh Dehghannasiri; Edward R. Dougherty (BCB, 2015)

Erratum to: Efficient experimental design for uncertainty reduction in gene regulatory networks. - Roozbeh Dehghannasiri; Byung-Jun Yoon; Edward R. Dougherty (BMC Bioinform., 2015)

Optimal Experimental Design for Gene Regulatory Networks in the Presence of Uncertainty. - Roozbeh Dehghannasiri; Byung-Jun Yoon; Edward R. Dougherty (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Efficient experimental design for uncertainty reduction in gene regulatory networks. - Roozbeh Dehghannasiri; Byung-Jun Yoon; Edward R. Dougherty (BMC Bioinform., 2015)

A Bayesian framework for robust Kalman filtering under uncertain noise statistics. - Roozbeh Dehghannasiri; Mohammad Shahrokh Esfahani; Edward R. Dougherty (ACSSC, 2016)

Inference of Nonlinear ODE-Based Gene Regulatory Networks via Intrinsically Bayesian Robust Kalman Filtering. - Roozbeh Dehghannasiri; Mohammad Shahrokh Esfahani; Edward R. Dougherty (BCB, 2016)

Optimal dynamics uncertainty reduction in gene networks in the presence of experimental error. - Daniel N. Mohsenizadeh; Roozbeh Dehghannasiri; Edward R. Dougherty (BHI, 2016)

Optimal experimental design in canonical expansions with applications to signal compression. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (GlobalSIP, 2016)

Bayesian Kalman filtering in the presence of unknown noise statistics using factor graphs. - Roozbeh Dehghannasiri; Mohammad Shahrokh Esfahani; Xiaoning Qian; Edward R. Dougherty (ACSSC, 2017)

An objective-based experimental design framework for signal processing in the context of canonical expansions. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (ACSSC, 2017)

Optimal experimental design in the context of canonical expansions. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (IET Signal Process., 2017)

Intrinsically Bayesian Robust Kalman Filter: An Innovation Process Approach. - Roozbeh Dehghannasiri; Mohammad Shahrokh Esfahani (IEEE Trans. Signal Process., 2017)

Robust Smoothing for State-Space Models with Unknown Noise Statistics. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (ACSSC, 2018)

Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty. - Mahdi Imani; Roozbeh Dehghannasiri; Ulisses M. Braga-Neto; Edward R. Dougherty (CoRR, 2018)

A Bayesian robust Kalman smoothing framework for state-space models with uncertain noise statistics. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (EURASIP J. Adv. Signal Process., 2018)

Intrinsically Bayesian robust Karhunen-Loève compression. - Roozbeh Dehghannasiri; Xiaoning Qian; Edward R. Dougherty (Signal Process., 2018)

Optimal Objective-Based Experimental Design for Uncertain Dynamical Gene Networks with Experimental Error. - Daniel N. Mohsenizadeh; Roozbeh Dehghannasiri; Edward R. Dougherty (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Optimal Bayesian Kalman Filtering With Prior Update. - Roozbeh Dehghannasiri; Mohammad Shahrokh Esfahani; Xiaoning Qian; Edward R. Dougherty (IEEE Trans. Signal Process., 2018)

Ambiguous splice sites distinguish circRNA and linear splicing in the human genome. - Roozbeh Dehghannasiri; Linda Szabo; Julia Salzman (Bioinform., 2019)

Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets. - Jia Zhao; Gefei Wang; Jingsi Ming; Zhixiang Lin; Yang Wang; Snigdha Agarwal; Aditi Agrawal; Ahmad Al-Moujahed; Alina Alam; Megan A. Albertelli; Paul Allegakoen; Thomas Ambrosi; et al. (Nat. Comput. Sci., 2022)