Yoav Y. Schechner

Prof. Yoav Y. Schechner
The Mark and Diane Seiden Chair in Science
Viterbi Faculty of Electrical Engineering
Technion - Israel Institute of Technology
Haifa 3200003, Israel

Phone: +972-4-8293236
Fax: +972-4-8295757
E-mail: yoav@ee.technion.ac.il

Research interests

We are involved in two space missions: 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). The CIEL Space Mission is selected to be the next Israeli-French (ISA-CNES) mission. Our group is in the core science team. Our role is to devise measuerements of dynamic 3D flow fields on cloud-tops, from observation satellites that we characterise. 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:

Tomographic atmospheric recovery; 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 analysis.

Some of the studies involve statistical frameworks to achieve blind estimation. Here is a Wordl based on the research page:

What's new?

Oct 2020
  1. The CloudCT website is up. See www.cloudct.space
  2. 13th International Conference on Computational Photography (ICCP'2021) is gearing up towards the submission deadline, Dec/11.
Sep 2020, Journal paper
    A. Levis, Y. Y. Schechner, A. B. Davis, J. Loveridge, Multi-view polarimetric scattering cloud tomography and retrieval of droplet size. Remote Sensing (2020)
Aug 2020, Two papers in ECCV
  1. M. Tzabari, Y. Y. Schechner, Polarized optical-flow gyroscope. Proc. ECCV - European Conference on Computer Vision (2020).
  2. T. Loeub, A. Levis, V. Holodovsky, Y. Y. Schechner Montonicity prior for cloud tomography. Proc. ECCV - European Conference on Computer Vision (2020).

Brief bio

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.
A Principal Investigator and Coordinator of the ERC-Synergy CloudCT project. More details are in my CV.

Virtual Periscope Cross-Modal Denoising Multiplexed Unmixing Geometry by Deflaring Aerosol Tomography Flat Refractive Geometry Rotating Beams Harmony in Motion Multiplexed Illumination Generalized Mosaicing Clear Underwater Vision Spectral and Dynamic Range Modulation Imaging Instant Dehazing Active Illumination De-scattering
 
Hybrid Imaging Lab