Title :
A novel approach for reconstructing water surface using shape from shading technique
Author :
Chaudhari, Nikhila ; Ludu, Andrei ; Demirkiran, Ilteris
Author_Institution :
Electr., Comput., Software & Syst. Eng, Embry Riddle Aeronaut. Univ., Daytona Beach, FL, USA
Abstract :
Imaging based techniques provide for a way for reconstructing surfaces using Shape from shading algorithms. Adding the convenient approximation of target wave fields by superposition of simple plane waves a new greedy algorithm for reconstruction of water surface is introduced. The algorithm developed optimizes each wave-front for several parameters until the least squares error is minimum. The methodology is illustrated by application to synthetic and real data obtained from the experiments performed in Linear wave lab at Embry Riddle Aeronautical University (ERAU). Generalization of approach to non-linear problem of reconstructing water waves from reflectance data modeled by Lambertian reflectance model is demonstrated. Possible improvements including use of Specular reflection model and better optimization techniques are discussed. The approach is observed to be an effective way for reconstructing any kind of water wave field.
Keywords :
greedy algorithms; image reconstruction; least squares approximations; optimisation; physics computing; Embry Riddle Aeronautical University; Lambertian reflectance model; greedy algorithm; imaging based techniques; least squares error; linear wave lab; nonlinear problem; optimization techniques; shading algorithms; shading technique; simple plane waves; superposition; target wave fields; water surface reconstruction; water wave reconstruction; Image reconstruction; Optical surface waves; Optimization; Sea surface; Shape; Surface reconstruction; Surface waves;
Conference_Titel :
SOUTHEASTCON 2014, IEEE
Conference_Location :
Lexington, KY
DOI :
10.1109/SECON.2014.6950725