Fast and robust super-resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (ICIP (2), 2003)

Multiframe demosaicing and super-resolution from undersampled color images. - Sina Farsiu; Michael Elad; Peyman Milanfar (Computational Imaging, 2004)

Advances and challenges in super-resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (Int. J. Imaging Syst. Technol., 2004)

Fast and robust multiframe super resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2004)

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (ICIP, 2006)

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences. - Sina Farsiu; Michael Elad; Peyman Milanfar (EURASIP J. Adv. Signal Process., 2006)

Multiframe demosaicing and super-resolution of color images. - Sina Farsiu; Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2006)

Higher order bilateral filters and their properties. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (Computational Imaging, 2007)

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media. - Sina Farsiu; Peyman Milanfar (ICIP (3), 2007)

Kernel Regression for Image Processing and Reconstruction. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (IEEE Trans. Image Process., 2007)

Efficient restoration and enhancement of super-resolved X-ray images. - M. Dirk Robinson; Sina Farsiu; Joseph Y. Lo; Cynthia A. Toth (ICIP, 2008)

Deblurring Using Regularized Locally Adaptive Kernel Regression. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (IEEE Trans. Image Process., 2008)

Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution. - M. Dirk Robinson; Sina Farsiu; Peyman Milanfar (Comput. J., 2009)

Efficient Fourier-Wavelet Super-Resolution. - M. Dirk Robinson; Cynthia A. Toth; Joseph Y. Lo; Sina Farsiu (IEEE Trans. Image Process., 2010)

Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation. - Leyuan Fang; Shutao Li; Ryan P. McNabb; Qing Nie; Anthony N. Kuo; Cynthia A. Toth; Joseph A. Izatt; Sina Farsiu (IEEE Trans. Medical Imaging, 2013)

Tree Topology Estimation. - Rolando Estrada; Carlo Tomasi; Scott C. Schmidler; Sina Farsiu (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Retinal Artery-Vein Classification via Topology Estimation. - Rolando Estrada; Michael J. Allingham; Priyatham S. Mettu; Scott W. Cousins; Carlo Tomasi; Sina Farsiu (IEEE Trans. Medical Imaging, 2015)

3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography. - Leyuan Fang; Shutao Li; Xudong Kang; Joseph A. Izatt; Sina Farsiu (IEEE Trans. Medical Imaging, 2015)

Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images. - Leyuan Fang; Shutao Li; David Cunefare; Sina Farsiu (IEEE Trans. Medical Imaging, 2017)

Information-Theoretic Approach and Fundamental Limits of Resolving Two Closely Timed Neuronal Spikes in Mouse Brain Calcium Imaging. - Somayyeh Soltanian-Zadeh; Yiyang Gong; Sina Farsiu (IEEE Trans. Biomed. Eng., 2018)

Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. - Theodore B. Dubose; David Cunefare; Elijah Cole; Peyman Milanfar; Joseph A. Izatt; Sina Farsiu (IEEE Trans. Medical Imaging, 2018)

MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints. - Ouwen Huang; Will Long; Nick Bottenus; Gregg E. Trahey; Sina Farsiu; Mark L. Palmeri (CoRR, 2019)

Learning Partial Differential Equations From Data Using Neural Networks. - Ali Hasan; João M. Pereira 002; Robert J. Ravier; Sina Farsiu; Vahid Tarokh (ICASSP, 2020)

Learning latent stochastic differential equations with variational auto-encoders. - Ali Hasan; João M. Pereira 002; Sina Farsiu; Vahid Tarokh (CoRR, 2020)

MimickNet, Mimicking Clinical Image Post- Processing Under Black-Box Constraints. - Ouwen Huang; Will Long; Nick Bottenus; Marcelo Lerendegui; Gregg E. Trahey; Sina Farsiu; Mark L. Palmeri (IEEE Trans. Medical Imaging, 2020)

Fisher Auto-Encoders. - Khalil Elkhalil; Ali Hasan; Jie Ding 002; Sina Farsiu; Vahid Tarokh (AISTATS, 2021)

Mesoscopic Photogrammetry With an Unstabilized Phone Camera. - Kevin C. Zhou; Colin L. V. Cooke; Jaehee Park; Ruobing Qian; Roarke Horstmeyer; Joseph A. Izatt; Sina Farsiu (CVPR, 2021)

Deep Extreme Value Copulas for Estimation and Sampling. - Ali Hasan; Khalil Elkhalil; João M. Pereira 002; Sina Farsiu; Jose H. Blanchet; Vahid Tarokh (CoRR, 2021)

Segmentation of neurons from fluorescence calcium recordings beyond real time. - Yijun Bao; Somayyeh Soltanian-Zadeh; Sina Farsiu; Yiyang Gong (Nat. Mach. Intell., 2021)

Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning. - Jessica Loo; Matthias F. Kriegel; Megan M. Tuohy; Kyeong Hwan Kim; Venkatesh Prajna; Maria A. Woodward; Sina Farsiu (IEEE J. Biomed. Health Informatics, 2021)

Modeling extremes with d-max-decreasing neural networks. - Ali Hasan; Khalil Elkhalil; Yuting Ng; João M. Pereira 002; Sina Farsiu; Jose H. Blanchet; Vahid Tarokh (UAI, 2022)

BiconNet: An edge-preserved connectivity-based approach for salient object detection. - Ziyun Yang; Somayyeh Soltanian-Zadeh; Sina Farsiu (Pattern Recognit., 2022)

Identifying Latent Stochastic Differential Equations. - Ali Hasan; João M. Pereira 002; Sina Farsiu; Vahid Tarokh (IEEE Trans. Signal Process., 2022)

Directional Connectivity-based Segmentation of Medical Images. - Ziyun Yang; Sina Farsiu (CVPR, 2023)

RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. - Reza Rasti; Armin Biglari; Mohammad Rezapourian; Ziyun Yang; Sina Farsiu (IEEE Trans. Medical Imaging, 2023)

Spatial Coherence Loss for Salient and Camouflaged Object Detection and Beyond. - Ziyun Yang; Kevin Choy; Sina Farsiu (CoRR, 2024)

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. - Chunming He; Chengyu Fang 001; Yulun Zhang 001; Longxiang Tang; Jinfa Huang; Kai Li 012; Zhenhua Guo 001; Xiu Li 001; Sina Farsiu (ICLR, 2025)

RUN: Reversible Unfolding Network for Concealed Object Segmentation. - Chunming He; Rihan Zhang; Fengyang Xiao; Chenyu Fang; Longxiang Tang; Yulun Zhang 001; Linghe Kong; Deng-Ping Fan; Kai Li 012; Sina Farsiu (CoRR, 2025)

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond. - Peng Hu; Chunming He; Lei Xu; Jingduo Tian; Sina Farsiu; Yulun Zhang 001; Pei Liu; Xiu Li 001 (CoRR, 2025)

UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration. - Chunming He; Rihan Zhang; Fengyang Xiao; Chengyu Fang 001; Longxiang Tang; Yulun Zhang 001; Sina Farsiu (CoRR, 2025)

Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement. - Chunming He; Fengyang Xiao; Rihan Zhang; Chengyu Fang 001; Deng-Ping Fan; Sina Farsiu (CoRR, 2025)

Segment Concealed Objects With Incomplete Supervision. - Chunming He; Kai Li 012; Yachao Zhang 001; Ziyun Yang; Youwei Pang; Longxiang Tang; Chengyu Fang 001; Yulun Zhang 001; Linghe Kong; Xiu Li 001; Sina Farsiu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)