
专业:光学工程
简介:罗炜,1995年生,男,博士,2026年毕业于桂林电子科技大学,光学工程专业。目前主要从事深度学习图像处理、空间外差光谱信息处理、微纳光学等相关研究工作。近几年参与国家重点研发计划项目、南宁市科技重大专项等项目,主持研究生创新项目,在深度学习数据处理、空间外差光谱信息处理、太阳能电池光吸收增强以及纳米粒子等离子效应等方向取得研究成果。已公开发表SCI、EI检索学术论文10余篇,其中一作或共同一作8篇。
主要研究方向:深度学习图像处理、空间外差光谱技术、微纳光学
近年来主要教学科研项目:
1.国家重点研发计划项目:临近空间大气参量超光谱探测技术, (No.2022YFB3901800, No.2022YFB3901803), 2022.12-2026.12,参与,在研.
2.南宁市科技重大专项:基于Mini LED的高清电竞显示系统的核心技术研发及产业化,No.20231028,2023.07-2026.06,参与,结题.
3.桂林电子科技大学研究生创新项目:基于深度神经网络的空间外差干涉光谱信息处理方法研究,No.2024YCXB14,2023.12-2026.05,主持,结题.
发表论文:
1.Wei Luo, Song Ye, Wei Xiong, et al. Denoising method for spatial heterodyne interferograms based on a convolutional encoder-decoder and transformer[J]. Optics Express, 2025,33, 43234-43248.中科院2区(SCI)
2.Wei Luo, Song Ye, Zhang Ziyang, et al. A study on denoising with deep convolutional neural networks in spatial heterodyne spectroscopy[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2024, 316: 108918. 中科院3区(SCI)
3. Wei Luo, Song Ye, Zhang Ziyang, et al. Spectral Reconstruction Method for Specific Spatial Heterodyne Interferograms Based on Deep Neural Networks[J]. Atmosphere, 2025, 16(8): 909. 中科院3区(SCI)
4. 罗炜, 叶松, 熊伟, 等. 基于深层卷积神经网络的连续光空间外差干涉图降噪方法[J]. 红外与激光工程, 2025, 54(3): 20240392. (Wei Luo, Song Ye, Wei Xiong, et al. Denoising method of continuous light spatial heterodyne interferogram based on deep convolutional neural network[J]. Infrared and Laser Engineering, 2025, 54(3): 20240392.(EI)
5.Le Chen, Wei Luo, Bowen Fang, et al. Study on light absorption of CH3NH3PbI3 perovskite solar cells enhanced by gold nanobipyramids [J]. Optics & Laser Technology, 2023, 159: 108924. 中科院2区-TOP (SCI)
6. Le Chen, Xiangli Song, Wei Luo, et al. Simulation an effective light trapping structure for boosting photoelectrocatalytic water splitting [J]. Journal of Colloid and Interface Science, 2025, 679: 349-357.中科院1区-TOP (SCI)