Sepand Kashani
+41 21 693 75 94
Office: BC 322
EPFL › IC › IINFCOM › LCAV
Site web: https://lcav.epfl.ch/
Expertise
- Signal Processing / Imaging Science
- Operations Research
- Machine Learning
- Information Theory / Digital Communication
Formation
2018 – 2025 EPFL
2014 – 2017 EPFL
2011 – 2014 EPFL
Expériences professionnelles
BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy
Astronomy and Computing
2025
DOI : 10.1016/j.ascom.2024.100920
PolyCLEAN: Atomic optimization for super-resolution imaging and uncertainty estimation in radio interferometry
ASTRONOMY & ASTROPHYSICS
2025
DOI : 10.1051/0004-6361/202450970
Computational Imaging: a Multi-Facet Perspective
Lausanne, EPFL, 2025.DOI : 10.5075/epfl-thesis-9748.
Generalized Ray Tracing with Basis Functions for Tomographic Projections
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
Astronomy & Astrophysics
2024
Divergent X-ray tomography reconstruction and optimisation
2023Advisor(s) : S. Kashani; M. Simeoni; E. Andò
LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2023.
pyFFS: A Python Library for Fast Fourier Series Computation and Interpolation with GPU Acceleration
SIAM Journal on Scientific Computing
2022
DOI : 10.1137/21M1448641
LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2022
Fourier Tools
2020
Learning-based approaches for feature fusion in multi-modal indoor localization
2020Advisor(s) : F. Dümbgen; S. Kashani
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging
2019. Thirty-third Conference on Neural Information Processing Systems (NeurIPS) , Vancouver, British Columbia, Canada , December 9-14, 2019.Optimization Notes
2019
Towards Real-Time High-Resolution Interferometric Imaging with Bluebild
2017Advisor(s) : A. J. Scholefield; P. Hurley