We are involved in CloudCT: a space mission to probe small clouds using 3D optical scattering tomography that will run on images taken by a large orbiting formation of nano-satellites. It will seek better understanding of clouds and climate, while pushing computational photgraphy and space-enginering technologies to new frontiers. PIs Yoav Schechner (Technion), Ilan Koren (WIS) and Klaus Schilling (ZfT). Wanted: Students to join this exciting research breakthrough, having interest in any of the following: computer vision, optics, image processing, meteorology, climate.
Resulting studies include:
Deep learning in accelerated scattering tomography; 3D atmospheric recovery; medical X-ray CT through scatter; refractive distortions (virtual periscope); imaging through turbid (scattering) media e.g., overcoming haze and underwater imaging; Spaceborne multiview recovery; computational imaging on the electric grid; illumination multiplexing; 3D shape estimation based on defocus and diffracted-rotated PSFs; separation and reconstruction of semireflections and transparent layers; polarization and multispectral imaging; radiometric self-calibration; overcoming and exploiting lens-flare and random illumination caustics; recovery limits under pointwise degradations; audio-visual, cross-modal analysis.
Some of the studies involve statistical frameworks to achieve blind estimation. Here is a Wordl based on the research page:
B.A. in Physics '90
MSc in Physics '94
PhD in Electrical Eng. '99
All my degrees are from the Technion.
Then, Research Scientist in Columbia U. '00-'02.
I was a Visiting Associate in Caltech
and NASA's Jet Propulsion Laboratory (JPL) '10-'11, and in
MIT '16.
Now a Professor in the Technion's Viterbi Faculty of Elect. Eng.
A Landau Fellow - supported by the Taub Foundation.
Best Paper Award, ICCP 2013+2018. Best Student Paper Award, CVPR 2017. Distinguished Teaching Honorable Mention, Technion 2017.
Fumio Okano Best 3D Paper Award 2017.
Distinguished Lecturer Award, Technion 2020.
A Principal Investigator and Coordinator of the ERC-Synergy CloudCT project.
More details are in my CV.