Sina Farsiu

According to our database, Sina Farsiu authored at least 36 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spatial Coherence Loss for Salient and Camouflaged Object Detection and Beyond.

Ziyun Yang, Kevin Choy, Sina Farsiu

CoRR, 2024

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, May, 2023

Directional Connectivity-based Segmentation of Medical Images.

Ziyun Yang, Sina Farsiu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Identifying Latent Stochastic Differential Equations.

Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh

IEEE Trans. Signal Process., 2022

BiconNet: An edge-preserved connectivity-based approach for salient object detection.

Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu

Pattern Recognit., 2022

Modeling extremes with d-max-decreasing neural networks.

Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh

Proceedings of the Uncertainty in Artificial Intelligence, 2022

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

Segmentation of neurons from fluorescence calcium recordings beyond real time.

Yijun Bao, Somayyeh Soltanian-Zadeh, Sina Farsiu, Yiyang Gong

Nat. Mach. Intell., 2021

Deep Extreme Value Copulas for Estimation and Sampling.

Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh

CoRR, 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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Fisher Auto-Encoders.

Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

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

Learning latent stochastic differential equations with variational auto-encoders.

Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh

CoRR, 2020

Learning Partial Differential Equations From Data Using Neural Networks.

Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

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

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

2017

Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images.

Leyuan Fang, Shutao Li, David Cunefare, Sina Farsiu

IEEE Trans. Medical Imaging, 2017

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

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

Tree Topology Estimation.

Rolando Estrada, Carlo Tomasi, Scott C. Schmidler, Sina Farsiu

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2013

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

2010

Efficient Fourier-Wavelet Super-Resolution.

M. Dirk Robinson, Cynthia A. Toth, Joseph Y. Lo, Sina Farsiu

IEEE Trans. Image Process., 2010

2009

Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution.

M. Dirk Robinson, Sina Farsiu, Peyman Milanfar

Comput. J., 2009

2008

Deblurring Using Regularized Locally Adaptive Kernel Regression.

Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar

IEEE Trans. Image Process., 2008

Efficient restoration and enhancement of super-resolved X-ray images.

M. Dirk Robinson, Sina Farsiu, Joseph Y. Lo, Cynthia A. Toth

Proceedings of the International Conference on Image Processing, 2008

2007

Kernel Regression for Image Processing and Reconstruction.

Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar

IEEE Trans. Image Process., 2007

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media.

Sina Farsiu, Peyman Milanfar

Proceedings of the International Conference on Image Processing, 2007

Higher order bilateral filters and their properties.

Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar

Proceedings of the Computational Imaging V, San Jose, 2007

2006

Multiframe demosaicing and super-resolution of color images.

Sina Farsiu, Michael Elad, Peyman Milanfar

IEEE Trans. Image Process., 2006

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences.

Sina Farsiu, Michael Elad, Peyman Milanfar

EURASIP J. Adv. Signal Process., 2006

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data.

Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar

Proceedings of the International Conference on Image Processing, 2006

2004

Fast and robust multiframe super resolution.

Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar

IEEE Trans. Image Process., 2004

Advances and challenges in super-resolution.

Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar

Int. J. Imaging Syst. Technol., 2004

Multiframe demosaicing and super-resolution from undersampled color images.

Sina Farsiu, Michael Elad, Peyman Milanfar

Proceedings of the Computational Imaging II, San Jose, 2004

2003

Fast and robust super-resolution.

Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar

Proceedings of the 2003 International Conference on Image Processing, 2003