Title | Array Camera Image Fusion using Physics-Aware Transformers |
Publication Type | Journal Article |
Year of Publication | 2022 |
Authors | Q Huang, M Hu, and DJ Brady |
Journal | Journal of Imaging Science and Technology |
Volume | 66 |
Issue | 6 |
Date Published | 11/2022 |
Abstract | We demonstrate a physics-aware transformer for feature-based data fusion from cameras with diverse resolution, color spaces, focal planes, focal lengths, and exposure. We also demonstrate a scalable solution for synthetic training data generation for the transformer using open-source computer graphics software. We demonstrate image synthesis on arrays with diverse spectral responses, instantaneous field of view and frame rate. |
DOI | 10.2352/J.ImagingSci.Technol.2022.66.6.060401 |
Short Title | Journal of Imaging Science and Technology |