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WASS: An open-source pipeline for 3D stereo reconstruction of ocean waves

Academic Article
Publication Date:
2017
abstract:
Stereo 3D reconstruction of ocean waves is gaining more and more popularity in the oceanographic community and industry. Indeed, recent advances of both computer vision algorithms and computer processing power now allow the study of the spatio-temporal wave field with unprecedented accuracy, especially at small scales. Even if simple in theory, multiple details are difficult to be mastered for a practitioner, so that the implementation of a sea-waves 3D reconstruction pipeline is in general considered a complex task. For instance, camera calibration, reliable stereo feature matching and mean sea-plane estimation are all factors for which a well designed implementation can make the difference to obtain valuable results. For this reason, we believe that the open availability of a well tested software package that automates the reconstruction process from stereo images to a 3D point cloud would be a valuable addition for future researches in this area.
Iris type:
01.01 Articolo in rivista
Keywords:
Sea surface stereo reconstruction; Stereo reconstruction; 3D wave field; Camera calibration; Open-source software
List of contributors:
Sclavo, Mauro; Benetazzo, Alvise; Barbariol, Francesco
Authors of the University:
BARBARIOL FRANCESCO
BENETAZZO ALVISE
SCLAVO MAURO
Handle:
https://iris.cnr.it/handle/20.500.14243/343027
Published in:
COMPUTERS & GEOSCIENCES
Journal
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