Low-Complexity Optical-Mode Decomposition through Vector-Eigenmode Pursuing Residual Network (VE-ResNet) by only Intensity-Domain Information
We propose the vector-eigenmode decomposition through the residual network model by using only intensity-distributed image. The reductions on computation workloads and prediction times are respectively 822M and 10 percent, while maintaining the accurate decomposition output. © 2024 The Author(s)
Authors
- Baojian Wu (ORCID: https://orcid.org/0000-0002-8804-6147)
- Kun Qiu (ORCID: https://orcid.org/0000-0002-4121-3665)
- Wen Jing Feng (ORCID: https://orcid.org/0000-0001-6751-4899)
- Rui Zhang (ORCID: https://orcid.org/0000-0002-9955-4884)
- Jianjun Li (ORCID: https://orcid.org/0000-0002-9651-7658)
- Feng Yang (ORCID: https://orcid.org/0000-0002-5634-0464)
Institutions
- University of Electronic Science and Technology of China (CN)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676739
- Citations
- 1
- Primary Topic
- Advanced Fiber Laser Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.34
Funders
- National Key Research and Development Program of China