Sepand Kashani

Expertise

  • Signal Processing / Imaging Science
  • Operations Research
  • Machine Learning
  • Information Theory / Digital Communication

Formation

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2018 – 2025 EPFL

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2014 – 2017 EPFL

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2011 – 2014 EPFL

Expériences professionnelles

BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy

E. TolleyS. FraschE. OrliacS. KrishnaM. Bianco  et al.

Astronomy and Computing

2025

DOI : 10.1016/j.ascom.2024.100920

PolyCLEAN: Atomic optimization for super-resolution imaging and uncertainty estimation in radio interferometry

A. JarretS. KashaniJ. Rue-QueraltP. HurleyJ. Fageot  et al.

ASTRONOMY & ASTROPHYSICS

2025

DOI : 10.1051/0004-6361/202450970

Computational Imaging: a Multi-Facet Perspective

S. Kashani

Lausanne, EPFL, 2025.

DOI : 10.5075/epfl-thesis-9748.

Generalized Ray Tracing with Basis Functions for Tomographic Projections

Y. HaouchatS. KashaniP. ThévenazM. Unser

IEEE Transactions on Computational Imaging

2025

DOI : 10.1109/tci.2025.3611590

PolyCLEAN: When Högbom meets Bayes ⋆ Fast Super-Resolution Imaging with Bayesian MAP Estimation

A. JarretS. KashaniJ. Rue QueraltP. HurleyJ. R. P. Fageot  et al.

Astronomy & Astrophysics

2024

Divergent X-ray tomography reconstruction and optimisation

Y. Haouchat

2023

Advisor(s) : S. KashaniM. SimeoniE. Andò

LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi

E. BezzamS. KashaniM. VetterliM. Simeoni

2023.

pyFFS: A Python Library for Fast Fourier Series Computation and Interpolation with GPU Acceleration

E. BezzamS. KashaniP. HurleyM. VetterliM. Simeoni

SIAM Journal on Scientific Computing

2022

DOI : 10.1137/21M1448641

LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi

E. BezzamS. KashaniM. VetterliM. Simeoni

2022

Learning-based approaches for feature fusion in multi-modal indoor localization

V. Cabrini

2020

Advisor(s) : F. DümbgenS. Kashani

DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging

M. M. J.-A. SimeoniS. KashaniP. HurleyM. Vetterli

2019. Thirty-third Conference on Neural Information Processing Systems (NeurIPS) , Vancouver, British Columbia, Canada , December 9-14, 2019.

Optimization Notes

S. Kashani

2019

Towards Real-Time High-Resolution Interferometric Imaging with Bluebild

S. Kashani

2017

Advisor(s) : A. J. ScholefieldP. Hurley