Sepand Kashani
+41 21 693 75 94
Office: BC 322
EPFL › IC › IINFCOM › LCAV
Website: https://lcav.epfl.ch/
Expertise
- Signal Processing / Imaging Science
- Operations Research
- Machine Learning
- Information Theory / Digital Communication
Education
PhD
| Computer Science2018 – 2025 EPFL
Master
| Computer Science2014 – 2017 EPFL
Bachelor
| Computer Science2011 – 2014 EPFL
Professionals experiences
Computer Scientist
Research Scientist
Intern
Divergent X-ray tomography reconstruction and optimisation
2023-10-20Advisor(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
2022-08-18
DOI : 10.1137/21M1448641
LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2022
Impact Environnemental du Numérique à l’EPFL
2021-03-01
Fourier Tools
2020-09-30
Learning-based approaches for feature fusion in multi-modal indoor localization
2020-01-24Advisor(s) : F. Dümbgen; S. Kashani
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging
2019-12-16. Thirty-third Conference on Neural Information Processing Systems (NeurIPS) , Vancouver, British Columbia, Canada , December 9-14, 2019.Optimization Notes
2019-12-16
Towards Real-Time High-Resolution Interferometric Imaging with Bluebild
2017-08-01Advisor(s) : A. J. Scholefield; P. Hurley
Hardware And Software For Reproducible Research In Audio Array Signal Processing
2017. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , New Orleans, LANew Orleans, LA, USA , MAR 05-09, 20175-9 March, 2017. p. 6591-6592.DOI : 10.1109/ICASSP.2017.8005297.