High-fidelity infrared U-shaped residual network digital holography with attention module for crystal growth observation
A technique based on infrared digital holography with a U-shaped residual SE network driven by simulated hologram data is proposed for real-time and high-fidelity monitoring of crystal growth. This method achieves high-quality reconstruction with accurate amplitude and phase information, enhanced noise suppression, and resolution, offering a novel, to the best of our knowledge, approach for non-destructive crystal growth observation.
Authors
- Yi‐Feng Qiu (ORCID: https://orcid.org/0000-0002-2747-9598)
- Haochong Huang (ORCID: https://orcid.org/0000-0002-0897-6695)
- Zhiyuan Zheng (ORCID: https://orcid.org/0000-0003-4392-1734)
- Dexin Sun (ORCID: https://orcid.org/0000-0001-9981-8600)
- Yingying Zhai (ORCID: https://orcid.org/0000-0001-9668-562X)
Institutions
- Shanghai Institute of Technical Physics (CN)
Publication Details
- Journal
- Optics Letters
- Published
- 2025-02-12
- DOI
- https://doi.org/10.1364/ol.542742
- Citations
- 7
- Primary Topic
- Image Processing Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 7.95
Funders
- National Natural Science Foundation of China