Turbulence-induced 2D correlated image distortion

Armin Schwartzman, Marina Alterman, Rotem Zamir, Yoav Y. Schechner

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Due to atmospheric turbulence, light randomly refracts in three dimensions (3D), eventually entering a camera at a perturbed angle. Each viewed object point thus has a distorted projection in a two-dimensional (2D) image. Simulating 3D random refraction for all viewed points via complex simulated 3D random turbulence is computationally expensive. We derive an efficient way to render 2D image distortions, consistent with turbulence. Our approach bypasses 3D numerical calculations altogether We directly create 2D random physics-based distortion vector fields, where correlations are derived in closed form from turbulence theory. The correlations are nontrivial: they depend on the perturbation directions relative to the orientation of all object-pairs, simultaneously. Hence, we develop a theory characterizing and rendering such a distortion field. The theory is turned to a few simple 2D operations, which render images based on camera and atmospheric properties.

Original languageEnglish
Title of host publication2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings
ISBN (Electronic)9781509057450
DOIs
StatePublished - 16 Jun 2017
Event2017 IEEE International Conference on Computational Photography, ICCP 2017 - Stanford, United States
Duration: 12 May 201714 May 2017

Publication series

Name2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings

Conference

Conference2017 IEEE International Conference on Computational Photography, ICCP 2017
Country/TerritoryUnited States
CityStanford
Period12/05/1714/05/17

All Science Journal Classification (ASJC) codes

  • Instrumentation
  • Atomic and Molecular Physics, and Optics
  • Computational Theory and Mathematics
  • Computer Vision and Pattern Recognition

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