Acta Optica Sinica, Volume. 42, Issue 17, 1711001(2022)
Optimization Method for Snapshot Hyperspectral Imaging System Based on Diffractive Rotation
[1] Feng Y Z, Sun D W. Application of hyperspectral imaging in food safety inspection and control: a review[J]. Critical Reviews in Food Science and Nutrition, 52, 1039-1058(2012).
[2] Li J B, Rao X Q, Ying Y B. Advance on application of hyperspectral imaging to nondestructive detection of agricultural products external quality[J]. Spectroscopy and Spectral Analysis, 31, 2021-2026(2011).
[3] Gao S, Wang Q H, Fu D D et al. Nondestructive detection of sugar content and firmness of red globe grape by hyperspectral imaging[J]. Acta Optica Sinica, 39, 1030004(2019).
[4] Arkin A, Sawut M, Li J Z. Estimation of chlorophyll content of long-staple cotton based on canopy spectrum characteristics[J]. Laser & Optoelectronics Progress, 59, 0530001(2022).
[5] Kulcke A, Holmer A, Wahl P et al. A compact hyperspectral camera for measurement of perfusion parameters in medicine[J]. Biomedizinische Technik, 63, 519-527(2018).
[6] Zhang Y G, Migliavacca M, Penuelas J et al. Advances in hyperspectral remote sensing of vegetation traits and functions[J]. Remote Sensing of Environment, 252, 112121(2021).
[7] Li S Y, Liu Z W, Liu K et al. Advances in application of space hyperspectral remote sensing (invited)[J]. Infrared and Laser Engineering, 48, 0303001(2019).
[8] Hagen N, Kudenov M W. Review of snapshot spectral imaging technologies[J]. Optical Engineering, 52, 090901(2013).
[9] Gehm M E, John R, Brady D J et al. Single-shot compressive spectral imaging with a dual-disperser architecture[J]. Optics Express, 15, 14013-14027(2007).
[10] Jeon D S, Choi I, Kim M H. Multisampling compressive video spectroscopy[J]. Computer Graphics Forum, 35, 467-477(2016).
[11] Xiong J, Cai X S, Cui K Y et al. Dynamic brain spectrum acquired by a real-time ultraspectral imaging chip with reconfigurable metasurfaces[J]. Optica, 9, 461-468(2022).
[12] Zhang W Y, Song H Y, He X et al. Deeply learned broadband encoding stochastic hyperspectral imaging[J]. Light: Science & Applications, 10, 108(2021).
[13] Jeon D S, Baek S H, Yi S et al. Compact snapshot hyperspectral imaging with diffracted rotation[J]. ACM Transactions on Graphics, 38, 117(2019).
[14] Li Y, Jin Q Y, Zhao H C et al. Hyperspectral image reconstruction based on improved residual dense network[J]. Acta Optica Sinica, 41, 0730001(2021).
[15] Shi Z, Chen C, Xiong Z W et al. HSCNN: advanced CNN-based hyperspectral recovery from RGB images[C], 1052-1060(2018).
[16] Arad B, Ben-Shahar O. Sparse recovery of hyperspectral signal from natural RGB images[M]. Leibe B, Matas J, Sebe N, et al. Computer vision-ECCV 2016. Lecture notes in computer science, 9911, 19-34(2016).
[17] Zhang K, Zuo W M, Gu S H et al. Learning deep CNN denoiser prior for image restoration[C], 2808-2817(2017).
[18] Dong W S, Wang P Y, Yin W T et al. Denoising prior driven deep neural network for image restoration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41, 2305-2318(2019).
[19] Ronneberger O, Fischer P, Brox T. U-net: convolutional networks for biomedical image segmentation[M]. Navab N, Hornegger J, Wells W M, et al. Medical image computing and computer-assisted intervention-MICCAI 2015. Lecture notes in computer science, 9351, 234-241(2015).
[20] Zhang J, Ghanem B. ISTA-net: interpretable optimization-inspired deep network for image compressive sensing[C], 1828-1837(2018).
[21] Hu H Q, Zhou H, Xu Z H et al. Practical snapshot hyperspectral imaging with DOE[J]. Optics and Lasers in Engineering, 156, 107098(2022).
[22] Choi I, Jeon D S, Nam G et al. High-quality hyperspectral reconstruction using a spectral prior[J]. ACM Transactions on Graphics, 36, 218(2017).
Get Citation
Copy Citation Text
Hao Xu, Tingting Jiang, Haiquan Hu, Hao Zhou, Qi Li, Yueting Chen, Zhihai Xu. Optimization Method for Snapshot Hyperspectral Imaging System Based on Diffractive Rotation[J]. Acta Optica Sinica, 2022, 42(17): 1711001
Category: Imaging Systems
Received: Apr. 26, 2022
Accepted: Jun. 20, 2022
Published Online: Sep. 16, 2022
The Author Email: Xu Hao (xuhao_optics@zju.edu.cn), Xu Zhihai (xuzh@zju.edu.cn)