Sina Farsiu

According to our database1, Sina Farsiu authored at least 32 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Identifying Latent Stochastic Differential Equations.
IEEE Trans. Signal Process., 2022

BiconNet: An edge-preserved connectivity-based approach for salient object detection.
Pattern Recognit., 2022

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, 2021

Segmentation of neurons from fluorescence calcium recordings beyond real time.
Nat. Mach. Intell., 2021

Deep Extreme Value Copulas for Estimation and Sampling.
CoRR, 2021

Mesoscopic Photogrammetry With an Unstabilized Phone Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Fisher Auto-Encoders.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

MimickNet, Mimicking Clinical Image Post- Processing Under Black-Box Constraints.
IEEE Trans. Medical Imaging, 2020

Learning latent stochastic differential equations with variational auto-encoders.
CoRR, 2020

Learning Partial Differential Equations From Data Using Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints.
CoRR, 2019

Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2018

Information-Theoretic Approach and Fundamental Limits of Resolving Two Closely Timed Neuronal Spikes in Mouse Brain Calcium Imaging.
IEEE Trans. Biomed. Eng., 2018

Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2017

3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Retinal Artery-Vein Classification via Topology Estimation.
IEEE Trans. Medical Imaging, 2015

Tree Topology Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation.
IEEE Trans. Medical Imaging, 2013

Efficient Fourier-Wavelet Super-Resolution.
IEEE Trans. Image Process., 2010

Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution.
Comput. J., 2009

Deblurring Using Regularized Locally Adaptive Kernel Regression.
IEEE Trans. Image Process., 2008

Efficient restoration and enhancement of super-resolved X-ray images.
Proceedings of the International Conference on Image Processing, 2008

Kernel Regression for Image Processing and Reconstruction.
IEEE Trans. Image Process., 2007

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media.
Proceedings of the International Conference on Image Processing, 2007

Higher order bilateral filters and their properties.
Proceedings of the Computational Imaging V, San Jose, 2007

Multiframe demosaicing and super-resolution of color images.
IEEE Trans. Image Process., 2006

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences.
EURASIP J. Adv. Signal Process., 2006

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data.
Proceedings of the International Conference on Image Processing, 2006

Fast and robust multiframe super resolution.
IEEE Trans. Image Process., 2004

Advances and challenges in super-resolution.
Int. J. Imaging Syst. Technol., 2004

Multiframe demosaicing and super-resolution from undersampled color images.
Proceedings of the Computational Imaging II, San Jose, 2004

Fast and robust super-resolution.
Proceedings of the 2003 International Conference on Image Processing, 2003