DeepFSI learns globally optimal measurement masks via end-to-end gradient training under realistic Poisson noise, outperforming PCA-based feature-specific imaging in accuracy and robustness.
Deep optics for monocular depth estimation and 3d object detection,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.optics 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Deep Feature-specific Imaging
DeepFSI learns globally optimal measurement masks via end-to-end gradient training under realistic Poisson noise, outperforming PCA-based feature-specific imaging in accuracy and robustness.