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Application of Elastic Image Registration and Refraction Correction for Non‐Contact Underwater Strain Measurement
Author(s) -
Haile M. A.,
Ifju P. G.
Publication year - 2012
Publication title -
strain
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.477
H-Index - 47
eISSN - 1475-1305
pISSN - 0039-2103
DOI - 10.1111/j.1475-1305.2011.00805.x
Subject(s) - refraction , distortion (music) , underwater , optics , digital image correlation , deformation (meteorology) , computer vision , geology , transformation (genetics) , artificial intelligence , computer science , physics , telecommunications , bandwidth (computing) , amplifier , biochemistry , oceanography , chemistry , gene
The refraction‐induced image distortion introduces large errors in the deformation measurement of fluid submerged specimens using digital image correlation (DIC). This study provides a review of the nature of the refraction‐induced image distortion, assesses experimental conditions that interact with refraction and proposes an elastic image registration technique to correct the refraction distortion of underwater images. In the elastic image registration technique, control points are selected on reference and refracted images of a template object and locally sensitive transformation functions that overlay the two images are obtained. The transformation functions so obtained are then used to reconstruct undistorted images from underwater images and the former are used as input to a DIC system. The proposed approach has shown to improve the refraction error in the order of 5–8% for typical material test samples undergoing deformation inside a water‐filled glass chamber.