TY - JOUR
T1 - Array Camera Image Fusion using Physics-Aware Transformers
AU - Huang, Qian
AU - Hu, Minghao
AU - Brady, David J.
N1 - Publisher Copyright:
© Society for Imaging Science and Technology 2022.
PY - 2022/11
Y1 - 2022/11
N2 - 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.
AB - 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.
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U2 - 10.2352/J.ImagingSci.Technol.2022.66.6.060401
DO - 10.2352/J.ImagingSci.Technol.2022.66.6.060401
M3 - Article
AN - SCOPUS:85147143236
SN - 1062-3701
VL - 66
JO - Journal of Imaging Science and Technology
JF - Journal of Imaging Science and Technology
IS - 6
M1 - 060401-1
ER -