Search search
submit Submit
Publication Date
to
Vol. 173
Latest Volume
All Volumes
PIER 179 [2024] PIER 178 [2023] PIER 177 [2023] PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
All Journals
PIER PIER B PIER C PIER M PIER Letters
2022-03-04
Portable 4D Snapshot Hyperspectral Imager for Fastspectral and Surface Morphology Measurements (Invited Paper)
By
Jing Luo,

    Dr. Jing Luo

    College of Optical Science and Engineering

    Zhejiang University

    China

    Homepage

Zijian Lin,

    Mr. Zijian Lin

    College of Optical Science and Engineering

    Zhejiang University

    China

    Homepage

Yuxin Xing,

    Dr. Yuxin Xing

    College of Optical Science and Engineering

    Zhejiang University

    China

    Homepage

Erik Forsberg,

    Dr. Erik Forsberg

    Zhejiang University

    China

    Homepage

Chengdong Wu,

    Dr. Chengdong Wu

    College of Optical Science and Engineering

    Zhejiang University

    China

    Homepage

Xinhua Zhu,

    Dr. Xinhua Zhu

    Taizhou Agility Smart Technologies Co., Ltd

    China

    Homepage

Tingbiao Guo,

    Dr. Tingbiao Guo

    Department of Optical Science and Engineering

    Zhejiang University

    China

    Homepage

Gaoxuan Wang,

    Dr. Gaoxuan Wang

    Ningbo Reasearch Institute

    Zhejiang University

    China

    Homepage

Beilei Bian,

    Dr. Beilei Bian

    Ningbo Electric Power Company, State Grid Corporation

    China

    Homepage

Dun Wu,

    Dr. Dun Wu

    Baolue Technology (Zhejiang) Co., Ltd.

    China

    Homepage

Sailing He

    Prof. Sailing He

    Department of Electromagnetic Theory

    Royal Institute of Technology

    Sweden

    Homepage

Progress In Electromagnetics Research, Vol. 173, 25-36, 2022
doi:10.2528/PIER22021702
Abstract
A portable 4D snapshot hyperspectral imager (P4DS imager) with compact size, fast imaging time, low cost, and simple design is proposed and demonstrated. The key components of the system are a projector, a liquid crystal tunable filter (LCTF), and a camera. It has two operating modes dependent on the set state of the LCTF: a 3D light measurement mode that produces a 3D point cloud reconstruction of the object, and a hyperspectral imaging mode yielding spectral data. The camera imaging plane is the same for both operating modes allowing the collected spatial and spectral data to be directly fused into a 4D data set without post-processing. The P4DS imager has excellent performance with a spectral resolution of 10 nm, a spatial depth accuracy of 55.7 um, and total 4D imaging time of 0.8 s. 4D imaging experiments of three different samples, colored doll statue, green broccoli, and a human face, are presented to demonstrate the efficiency and applicability of the system. Due to being cost-effective, portable, and good imaging performance, the proposed system is suitable for commercialization and mass production.
Citation
Jing Luo, Zijian Lin, Yuxin Xing, Erik Forsberg, Chengdong Wu, Xinhua Zhu, Tingbiao Guo, Gaoxuan Wang, Beilei Bian, Dun Wu, and Sailing He, "Portable 4D Snapshot Hyperspectral Imager for Fastspectral and Surface Morphology Measurements (Invited Paper)," Progress In Electromagnetics Research, Vol. 173, 25-36, 2022.
doi:10.2528/PIER22021702
References

1. Li, Q. L., Y. T. Wang, H. Y. Liu, X. F. He, D. R. Xu, J. B. Wang, and F. M. Guo, "Leukocyte cells identification and quantitative morphometry based on molecular hyperspectral imaging technology," Computerized Medical Imaging and Graphics, Vol. 38, No. 3, 171-178, 2014.
doi:10.1016/j.compmedimag.2013.12.008

2. Yao, X., S. Li, and S. L. He, "Dual-mode hyperspectral bio-imager with a conjugated camera for quick object-selection and focusing," Progress In Electromagnetics Research, Vol. 168, 133-143, 2020.
doi:10.2528/PIER20080308

3. Liu, X. M., Z. Q. Jiang, T. C. Wang, F. H. Cai, and D. Wang, "Fast hyperspectral imager driven by a low-cost and compact galvo-mirror," Optik, Vol. 224, 165716, 2020.
doi:10.1016/j.ijleo.2020.165716

4. Wu, D. and D. W. Sun, "Advanced applications of hyperspectral imaging technology for food quality and safety analysis and assessment: A review - Part I: Fundamentals," Innovative Food Sci. Emerg. Technol., Vol. 19, 1-14, 2013.
doi:10.1016/j.ifset.2013.04.014

5. Zdoan, G., X. H. Lin, and D. W. Sun, "Rapid and noninvasive sensory analyses of food products by hyperspectral imaging: Recent application developments," Trends in Food Science & Technology, Vol. 111, 151-165, 2021.

6. Ramakrishnan, D. and R. Bharti, "Hyperspectral remote sensing and geological applications," Current Science, Vol. 108, No. 5, 879-891, 2015.

7. Sun, Y., Y. J. Zhao, K. Qin, J. T. Nie, and H. B. Li, "Geological application of HySpex ground hyperspectral remote sensing in gold and uranium ore deposits," Asia-Pacific Energy Equipment Engineering Research Conference (AP3ER), Vol. 9, 392-395, 2015.

8. Courtenay, L. A., D. Gonzalez-Aguilera, S. Laguela, S. del Pozo, C. Ruiz-Mendez, I. Barbero-Garcia, C. Roman-Curto, J. Canueto, C. Santos-Duran, M. E. Cardenoso-Alvarez, M. Roncero-Riesco, D. Hernandez-Lopez, D. Guerrero-Sevilla, and P. Rodriguez-Gonzalvez, "Hyperspectral imaging and robust statistics in non-melanoma skin cancer analysis," Biomed. Opt. Express, Vol. 12, No. 8, 5107-5127, 2021.
doi:10.1364/BOE.428143

9. Dicker, D. T., J. Lerner, P. Van Belle, S. F. Barth, D. Guerry, M. Herlyn, and W. S. El-Deiry, "Differentiation of normal skin and melanoma using high resolution hyperspectral imaging," Cancer Biology & Therapy, Vol. 5, No. 8, 1033-1038, 2006.
doi:10.4161/cbt.5.8.3261

10. Manley, M., "Near-infrared spectroscopy and hyperspectral imaging: Non-destructive analysis of biological materials," Chem. Soc. Rev., Vol. 43, No. 24, 8200-8214, 2014.
doi:10.1039/C4CS00062E

11. Studer, V., J. Bobin, M. Chahid, H. S. Mousavi, E. Candes, and M. Dahan, "Compressive fluorescence microscopy for biological and hyperspectral imaging," Proceedings of the National Academy of Sciences of the United States of America, Vol. 109, No. 26, E1679-E1687, 2012.

12. Yang, Q. L., B. Niu, S. Q. Gu, J. G. Ma, C. M. Zhao, Q. Chen, D. H. Guo, X. J. Deng, Y. A. Yu, and F. Zhang, "Rapid detection of nonprotein nitrogen adulterants in milk powder using point-scan raman hyperspectral imaging technology," ACS Omega, Vol. 7, No. 2, 2064-2073, 2022.
doi:10.1021/acsomega.1c05533

13. Yao, X. L., F. H. Cai, P. Y. Zhu, H. X. Fang, J. W. Li, and S. L. He, "Non-invasive and rapid pH monitoring for meat quality assessment using a low-cost portable hyperspectral scanner," Meat Sci., Vol. 152, 73-80, 2019.
doi:10.1016/j.meatsci.2019.02.017

14. Gomez-Sanchis, J., J. Blasco, E. Soria-Olivas, D. Lorente, P. Escandell-Montero, J. M. Martinez-Martinez, M. Martinez-Sober, and N. Aleixos, "Hyperspectral LCTF-based system for classification of decay in mandarins caused by Penicilliumdigitatum and Penicilliumitalicum using the most relevant bands and non-linear classifiers," Postharvest Biol. Technol., Vol. 82, 76-86, 2013.
doi:10.1016/j.postharvbio.2013.02.011

15. Abdlaty, R., J. Orepoulos, P. Sinclair, R. Berman, and Q. Y. Fang, "High throughput AOTF hyperspectral imager for randomly polarized light," Photonics, Vol. 5, No. 1, 3, 2018.
doi:10.3390/photonics5010003

16. Gat, N., "Imaging spectroscopy using tunable filters: A review," Conference on Wavelet Applications VII, Vol. 4056, 50-64, 2000.
doi:10.1117/12.381686

17. Wang, X., Y. Zhang, X. Ma, T. Xu, and G. R. Arce, "Compressive spectral imaging system based on liquid crystal tunable filter," Opt. Express, Vol. 26, No. 19, 25226-25243, 2018.
doi:10.1364/OE.26.025226

18. Gebhart, S. C., R. C. Thompson, and A. Mahadevan-Jansen, "Liquid-crystal tunable filter spectral imaging for brain tumor demarcation," Appl. Opt., Vol. 46, No. 10, 1896-1910, 2007.
doi:10.1364/AO.46.001896

19. Nalpantidis, L., G. C. Sirakoulis, and A. Gasteratos, "Review of stereo vision algorithms: From software to hardware," Int. J. Optomechatronics, Vol. 2, No. 4, 435-462, 2008.
doi:10.1080/15599610802438680

20. Dhond, U. R. and J. K. Aggarwal, "Structure from stereo - A review," IEEE Transactions on Systems Man and Cybernetics, Vol. 19, No. 6, 1489-1510, 1989.
doi:10.1109/21.44067

21. Zhang, S., "High-speed 3D shape measurement with structured light methods: A review," Opt. Lasers Eng., Vol. 106, 119-131, 2018.
doi:10.1016/j.optlaseng.2018.02.017

22. Hyun, J. S., G. T. C. Chiu, and S. Zhang, "High-speed and high-accuracy 3D surface measurement using a mechanical projector," Opt. Express, Vol. 26, No. 2, 1474-1487, 2018.
doi:10.1364/OE.26.001474

23. Foix, S., G. Alenya, and C. Torras, "Lock-in Time-of-Flight (ToF) cameras: A survey," IEEE Sens. J., Vol. 11, No. 9, 1917-1926, 2011.
doi:10.1109/JSEN.2010.2101060

24. Luo, L. Q., X. Chen, Z. P. Xu, S. Li, Y. R. Sun, and S. L. He, "A parameter-free calibration process for a scheimpflug LIDAR for volumetric profiling," Progress In Electromagnetics Research, Vol. 169, 117-127, 2020.
doi:10.2528/PIER20120701

25. Zhong, K., Z. W. Li, X. H. Zhou, Y. F. Li, Y. S. Shi, and C. J. Wang, "Enhanced phase measurement profilometry for industrial 3D inspection automation," Int. J. Adv. Manuf. Technol., Vol. 76, No. 9-12, 1563-1574, 2015.
doi:10.1007/s00170-014-6360-z

26. Caudullo, P. T., "3D laser scanning: Technology at the service of the protection of cultural heritage," Archeomatica-Tecnologie Per I Beni Culturali, Vol. 11, No. 3, 6-9, 2020.

27. Jahanshahi, M. R. and S. F. Masri, "Adaptive vision-based crack detection using 3D scene reconstruction for condition assessment of structures," Autom. Constr., Vol. 22, 567-576, 2012.
doi:10.1016/j.autcon.2011.11.018

28. Peng, H. C., Z. C. Ruan, F. H. Long, J. H. Simpson, and E. W. Myers, "V3D enables real-time 3D visualization and quantitative analysis of large-scale biological image data sets," Nat. Biotechnol., Vol. 28, No. 4, 348-375, 2010.
doi:10.1038/nbt.1612

29. Cai, F. H., T. C. Wang, J. J. Wu, and X. Y. Zhang, "Handheld four-dimensional optical sensor," Optik, Vol. 203, 164001, 2020.
doi:10.1016/j.ijleo.2019.164001

30. Aasen, H., A. Burkart, A. Bolten, and G. Bareth, "Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance," ISPRS J. Photogramm. Remote Sens., Vol. 108, 245-259, 2015.
doi:10.1016/j.isprsjprs.2015.08.002

31. Zhao, H. J., Z. Y. Wang, G. R. Jia, X. D. Li, and Y. Zhang, "Field imaging system for hyperspectral data, 3D structural data and panchromatic image data measurement based on acousto-optic tunable filter," Opt. Express, Vol. 26, No. 13, 17717-17730, 2018.
doi:10.1364/OE.26.017717

32. Zhao, H. J., L. B. Xu, S. G. Shi, H. Z. Jiang, and D. Chen, "A high throughput integrated hyperspectral imaging and 3D measurement system," Sensors, Vol. 18, No. 4, 1608, 2018.

33. Heist, S., C. Zhang, K. Reichwald, P. Kuhmstedt, G. Notni, and A. Tuennermann, "5D hyperspectral imaging: Fast and accurate measurement of surface shape and spectral characteristics using structured light," Opt. Express, Vol. 26, No. 18, 23366-23379, 2018.
doi:10.1364/OE.26.023366

34. Luo, J., S. Li, E. Forsberg, and S. L. He, "4D surface shape measurement system with high spectral resolution and great depth accuracy," Opt. Express, Vol. 29, No. 9, 13048-13070, 2021.
doi:10.1364/OE.423755

35. Ivorra, E., S. Verdu, A. J. Sanchez, R. Grau, and J. M. Barat, "Predicting gilthead sea bream (Sparus aurata) freshness by a novel combined technique of 3D imaging and SW-NIR spectral analysis," Sensors, Vol. 16, No. 10, 1735, 2016.
doi:10.3390/s16101735

36. Kim, M. H., H. Rushmeier, J. Dorsey, T. A. Harvey, R. O. Prum, D. S. Kittle, and D. J. Brady, "3D imaging spectroscopy for measuring hyperspectral patterns on solid objects," ACM Trans. Graphics, Vol. 31, No. 4, 1-11, 2012.
doi:10.1145/3450626.3459776

37. Chen, B. W., S. Shi, J. Sun, W. Gong, J. Yang, L. Du, K. H. Guo, B. H. Wang, and B. W. Chen, "Hyperspectral lidar point cloud segmentation based on geometric and spectral information," Opt. Express, Vol. 27, No. 17, 24043-24059, 2019.
doi:10.1364/OE.27.024043

38. Li, J. Q., Y. Zheng, L. L. Liu, and B. W. Li, "4D line-scan hyperspectral imaging," Opt. Express, Vol. 29, No. 21, 34835-34849, 2021.
doi:10.1364/OE.441213

39. Beeckman, J., K. Neyts, and P. J. M. Vanbrabant, "Liquid-crystal photonic applications," Opt. Eng., Vol. 50, No. 8, 081202, 2011.
doi:10.1117/1.3565046

40. Aharon, O. and I. Abdulhalim, "Tunable optical filter having a large dynamic range," Opt. Lett., Vol. 34, No. 14, 2114-2116, 2009.
doi:10.1364/OL.34.002114

41. Zuo, C., S. J. Feng, L. Huang, T. Y. Tao, W. Yin, and Q. Chen, "Phase shifting algorithms for fringe projection profilometry: A review," Opt. Lasers Eng., Vol. 109, 23-59, 2018.
doi:10.1016/j.optlaseng.2018.04.019

42. Reich, C., R. Ritter, and J. Thesing, "White light heterodyne principle for 3D-measurement," Proc. SPIE, Vol. 3100, No. 1, 236-244, 1997.
doi:10.1117/12.287750

43. Li, Z., Y. Shi, C. Wang, and Y. Wang, "Accurate calibration method for a structured light system," Opt. Eng., Vol. 47, No. 5, 053604, 2008.
doi:10.1117/1.2931517

44. Bajguz, A. and A. Tretyn, "The chemical characteristic and distribution of brassinosteroids in plants," Phytochemistry, Vol. 62, No. 7, 1027-1046, 2003.
doi:10.1016/S0031-9422(02)00656-8

45. Pilsl, U., F. Anderhuber, and S. Neugebauer, "The facial artery-the main blood vessel for the anterior face?," Dermatologic Surgery, Vol. 42, No. 2, 203-208, 2016.
doi:10.1097/DSS.0000000000000599

Download Full Article (397) View Full Article volume
The EM Academy piers.org jpier.org Who's Who in EM
Copyright © 2022 The Electromagnetics Academy. All Rights Reserved.