Sepand Kashani
Fields of expertise
- Signal Processing / Imaging Science
- Operations Research
- Machine Learning
- Information Theory / Digital Communication
Professional course
Computer Scientist
Center for Imaging
EPFL
2025
Research Scientist
Cognitive Signal Processing Group
IBM Research Zurich
2017-2018
Intern
Cognitive Signal Processing Group
IBM Research Zurich
2016-2017
Education
PhD
Computer Science
EPFL
2018-2024
Master
Computer Science
EPFL
2014-2017
Bachelor
Computer Science
EPFL
2011-2014
Publications
Infoscience publications
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.