Sina Farsiu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 27

Top Topics

Optical Coherence Tomography

Salient Object Detection

Top Venues

IEEE Trans. Medical Imaging

Publications

Ziyun Yang, Kevin Choy, Sina Farsiu
Spatial Coherence Loss for Salient and Camouflaged Object Detection and Beyond. CoRR (2024)
Ziyun Yang, Sina Farsiu
Directional Connectivity-based Segmentation of Medical Images. CoRR (2023)
Reza Rasti, Armin Biglari, Mohammad Rezapourian, Ziyun Yang, Sina Farsiu
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. IEEE Trans. Medical Imaging 42 (5) (2023)
Ziyun Yang, Sina Farsiu
Directional Connectivity-based Segmentation of Medical Images. CVPR (2023)
Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
Modeling extremes with d-max-decreasing neural networks. UAI (2022)
Reza Rasti, Armin Biglari, Mohammad Rezapourian, Ziyun Yang, Sina Farsiu
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. CoRR (2022)
Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu
BiconNet: An edge-preserved connectivity-based approach for salient object detection. Pattern Recognit. 121 (2022)
Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
Identifying Latent Stochastic Differential Equations. IEEE Trans. Signal Process. 70 (2022)
Yijun Bao, Somayyeh Soltanian-Zadeh, Sina Farsiu, Yiyang Gong
Segmentation of neurons from fluorescence calcium recordings beyond real time. Nat. Mach. Intell. 3 (7) (2021)
Jessica Loo, Matthias F. Kriegel, Megan M. Tuohy, Kyeong Hwan Kim, Venkatesh Prajna, Maria A. Woodward, Sina Farsiu
Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Kevin C. Zhou, Colin L. V. Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer, Joseph A. Izatt, Sina Farsiu
Mesoscopic Photogrammetry With an Unstabilized Phone Camera. CVPR (2021)
Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection. CoRR (2021)
Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
Deep Extreme Value Copulas for Estimation and Sampling. CoRR (2021)
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
Fisher Auto-Encoders. AISTATS (2021)
Kevin C. Zhou, Colin L. V. Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer, Joseph A. Izatt, Sina Farsiu
Mesoscopic photogrammetry with an unstabilized phone camera. CoRR (2020)
Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
Learning latent stochastic differential equations with variational auto-encoders. CoRR (2020)
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
Fisher Auto-Encoders. CoRR (2020)
Ouwen Huang, Will Long, Nick Bottenus, Marcelo Lerendegui, Gregg E. Trahey, Sina Farsiu, Mark L. Palmeri
MimickNet, Mimicking Clinical Image Post- Processing Under Black-Box Constraints. IEEE Trans. Medical Imaging 39 (6) (2020)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations From Data Using Neural Networks. ICASSP (2020)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations from Data Using Neural Networks. CoRR (2019)
Ouwen Huang, Will Long, Nick Bottenus, Gregg E. Trahey, Sina Farsiu, Mark L. Palmeri
MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints. CoRR (2019)
Somayyeh Soltanian-Zadeh, Yiyang Gong, Sina Farsiu
Information-Theoretic Approach and Fundamental Limits of Resolving Two Closely Timed Neuronal Spikes in Mouse Brain Calcium Imaging. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Theodore B. Dubose, David Cunefare, Elijah Cole, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 37 (9) (2018)
Leyuan Fang, Shutao Li, David Cunefare, Sina Farsiu
Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 36 (2) (2017)
Leyuan Fang, Shutao Li, Xudong Kang, Joseph A. Izatt, Sina Farsiu
3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography. IEEE Trans. Medical Imaging 34 (6) (2015)
Rolando Estrada, Michael J. Allingham, Priyatham S. Mettu, Scott W. Cousins, Carlo Tomasi, Sina Farsiu
Retinal Artery-Vein Classification via Topology Estimation. IEEE Trans. Medical Imaging 34 (12) (2015)
Rolando Estrada, Carlo Tomasi, Scott C. Schmidler, Sina Farsiu
Tree Topology Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 37 (8) (2015)
Leyuan Fang, Shutao Li, Ryan P. McNabb, Qing Nie, Anthony N. Kuo, Cynthia A. Toth, Joseph A. Izatt, Sina Farsiu
Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation. IEEE Trans. Medical Imaging 32 (11) (2013)
M. Dirk Robinson, Cynthia A. Toth, Joseph Y. Lo, Sina Farsiu
Efficient Fourier-Wavelet Super-Resolution. IEEE Trans. Image Process. 19 (10) (2010)
M. Dirk Robinson, Sina Farsiu, Peyman Milanfar
Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution. Comput. J. 52 (1) (2009)
M. Dirk Robinson, Sina Farsiu, Joseph Y. Lo, Cynthia A. Toth
Efficient restoration and enhancement of super-resolved X-ray images. ICIP (2008)
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
Deblurring Using Regularized Locally Adaptive Kernel Regression. IEEE Trans. Image Process. 17 (4) (2008)
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
Higher order bilateral filters and their properties. Computational Imaging (2007)
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
Kernel Regression for Image Processing and Reconstruction. IEEE Trans. Image Process. 16 (2) (2007)
Sina Farsiu, Peyman Milanfar
Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media. ICIP (3) (2007)
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data. ICIP (2006)
Sina Farsiu, Michael Elad, Peyman Milanfar
Multiframe demosaicing and super-resolution of color images. IEEE Trans. Image Process. 15 (1) (2006)
Sina Farsiu, Michael Elad, Peyman Milanfar
Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences. EURASIP J. Adv. Signal Process. 2006 (2006)
Sina Farsiu, Michael Elad, Peyman Milanfar
Multiframe demosaicing and super-resolution from undersampled color images. Computational Imaging (2004)
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
Fast and robust multiframe super resolution. IEEE Trans. Image Process. 13 (10) (2004)
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
Advances and challenges in super-resolution. Int. J. Imaging Syst. Technol. 14 (2) (2004)
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
Fast and robust super-resolution. ICIP (2) (2003)