Fan Axin, Xu Tingfa, Teng Geer, Wang Xi, Xu Chang, Zhang Yuhan, Li Jianan
Key Laboratory of Photoelectronic Imaging Technology and System of Ministry of Education of China, School of Optics and Photonics, Beijing Institute of Technology, Beijing, 100081, China.
Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, United Kingdom.
Sci Data. 2024 Dec 19;11(1):1401. doi: 10.1038/s41597-024-04233-9.
Polarization multispectral imaging has advanced significantly due to its robust information representation capability. Imaging application requires rigorous simulation evaluation and experimental validation using standardized datasets. However, the current full-Stokes polarization multispectral images (FSPMI) dataset, while providing simulation data, is limited by image drift and spectral bands. To overcome these limitations and supplement experimental data, this paper introduces the multi-angle and full-Stokes polarization multispectral images (MAFS-PMI) dataset. The imaging system utilizes a rotatable quarter-wave plate (QWP) and a fixed liquid crystal tunable filter (LCTF) to modulate polarization information. Meanwhile, the LCTF allows switching between multiple spectral bands. The acquired multi-angle polarization multispectral images facilitate the experimental validation of encoding strategies and reconstruction algorithms. Additionally, the derived full-Stokes polarization multispectral images enable the simulation evaluation of imaging methods. The MAFS-PMI dataset involves 73 fast axis angles (0° to 180°), four Stokes parameters, five polarization parameters, 35 spectral bands (520 nm to 690 nm), 400 × 400 pixels, and 12 distinct objects. This dataset offers a valuable resource for developing advanced imaging methods.
由于其强大的信息表示能力,偏振多光谱成像技术取得了显著进展。成像应用需要使用标准化数据集进行严格的模拟评估和实验验证。然而,当前的全斯托克斯偏振多光谱图像(FSPMI)数据集虽然提供了模拟数据,但受到图像漂移和光谱波段的限制。为了克服这些限制并补充实验数据,本文引入了多角度全斯托克斯偏振多光谱图像(MAFS-PMI)数据集。该成像系统利用一个可旋转的四分之一波片(QWP)和一个固定的液晶可调滤光片(LCTF)来调制偏振信息。同时,LCTF允许在多个光谱波段之间切换。采集到的多角度偏振多光谱图像有助于对编码策略和重建算法进行实验验证。此外,导出的全斯托克斯偏振多光谱图像能够对成像方法进行模拟评估。MAFS-PMI数据集包含73个快轴角度(0°至180°)、四个斯托克斯参数、五个偏振参数、35个光谱波段(520 nm至690 nm)、400×400像素以及12个不同的物体。该数据集为开发先进的成像方法提供了宝贵的资源。