Open AccessRapid Tools for Joint Inversion and Imaging. Final report
Author(s) -
Donna M. Rizzo,
David E. Dougherty
Publication year - 2000
Language(s) - English
Resource type - Reports
DOI - 10.2172/806493
Subject(s) - inversion (geology) , downscaling , segmentation , kalman filter , joint (building) , computer science , artificial intelligence , remote sensing , computer vision , geology , data mining , engineering , seismology , civil engineering , climate change , oceanography , tectonics
The activities and results of a Small Business Innovation Research Phase II project entitled ''Rapid Tools for Joint Inversion and Imaging'' are presented. Research and development on three-dimensional methods to recover distributions of material property values from sparse data are reported. Innovations using artificial neural networks and extended Kalman filtering are described. The report also covers investigations on upscaling and downscaling, segmentation for data processing, and applications to ground penetrating radar and geohydraulic tomography