Single-Shot Wavefront Aberration Correction using a Hybrid Neural Network Approach
We present a machine learning-based approach for wavefront aberration correction using a single intensity image. Our approach utilizes a trained bias, implemented as a single optical element, to effectively resolve ambiguity issues.
Authors
- Abdoulaye Ndao (ORCID: https://orcid.org/0000-0003-2854-6163)
- Muhammad Khalid (ORCID: https://orcid.org/0000-0002-7452-9359)
- Alexander V. Sergienko (ORCID: https://orcid.org/0000-0003-0542-1405)
- Sina Moayed Baharlou (ORCID: https://orcid.org/0000-0003-0740-8570)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/cleo_si.2025.ss118_7
- Citations
- 1
- Primary Topic
- Advanced Optical Sensing Technologies
- Type
- article
- Field-Weighted Citation Impact
- 1.19