Spectroscopy and Spectral Analysis, Volume. 42, Issue 7, 2092(2022)

Research on Spectral Image Reconstruction Based on Nonlinear Spectral Dictionary Learning From Single RGB Image

Chu ZUO1,1;... De-hong XIE2,2; *; and Xiao-xia WAN3,3; |Show fewer author(s)
Author Affiliations
  • 11. School of Light Industry and Food, Nanjing Forestry University, Nanjing 210037, China
  • 22. College of Information Science and Technology, Nanjing Forestry University, Nanjing 210037, China
  • 33. Hubei Province Engineering Technical Center for Digitization and Virtual Roprodcuction of Color Information of Culture Relics, Wuhan University, Wuhan 430079, China
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    References(32)

    [1] H S Khan, M J Khan, A Yousaf et al. IEEE Access, 6, 14118(2018).

    [2] T Kuhns, D W Messinger. Spectral Phenomenology of Historical Parchments and Inks to Aid Cultural Heritage Imaging System Development. VelezReyes M, Messinger D W. Proceedings of SPIE(2018).

    [3] Pozo S Del, P Rodriguez-Gonzalvez, L J Sanchez-Aparicio et al. Multispectral Imaging in Cultural Heritage Conservation. Hayes J, Ouimet C, Quintero M S, et al. International Archives of the Photogrammetry, Remote Sensing and SpatialInformation Sciences. Gottingen: Copernicus Gesellschaft MBH, 155(2017).

    [4] Y He, W Jiao, Y Shi et al. IEEE Journal of Biomedical and Health Informatics, 24, 493(2020).

    [5] M Brossard, V Carrere, R Marion. Remote Sensing Letters, 7, 581(2016).

    [6] A Boutaleb, M S Guettouche, L Zazi. Arabian Journal of Geosciences, 10, 252(2017).

    [7] P Gouton, P Lapray, J Thomas et al. Sensors, 16, 993(2016).

    [8] X Ji, C Miao, Y Zhang et al. Optics Communications, 404, 11(2017).

    [9] Y Li, R Wu, X Xie et al. Sensors, 19, 2905(2019).

    [10] A. SIAM Rev Neumaier, 40, 636(1998).

    [11] E Chen, T Chou, C Hsieh. Color Research and Application, 44, 508(2019).

    [12] R Sibson. A Brief Description of Natural Neighbor Interpolation, John Wiley & Sons(1981).

    [13] B Cao, Y Li, N Liao et al. Optical Engineering, 56, 053104(2017).

    [14] B Arad, O Ben-Shahar. Sparse Recovery of Hyperspectral Signal from Natural RGB Images. Leibe B, Matas J, Sebe N, et al. Lecture Notes in Computer Science, 9911, 19(2016).

    [15] M S Brown, S W Oh, M Pollefeys et al. Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras. IEEE Conference on Computer Vision and Pattern Recognition. New York: IEEE, 2461(2016).

    [16] Q Cao, J Li, X Wan et al. Optical Review, 23, 753(2016).

    [17] Y Tang, J Tian, D Wu. Optical Review, 21, 117(2014).

    [18] M Flinkman, H Laamanen, J Tuomela et al. Journal of the Optical Society of America A-Optics Image Science and Vision, 30, 1806(2013).

    [19] V Cheung, Y Chou, M R Luo et al. Spectral Representation of Object Colours. Color and Imaging Conference Final Program and Proceedings, 57(2012).

    [20] F Agahian, S H Amirshahi, A Rayat. Color Research and Application, 39, 136(2014).

    [21] M Nakano, S Nakauchi, S Usui. J. Opt. Soc. Am. A, 9, 516(1992).

    [23] S H Amirshahi, M Barakzehi, S Peyvandi et al. Journal of the Optical Society of America A-Optics Image Science and Vision, 30, 1862(2013).

    [24] J Chanussot, G Licciardi. European Journal of Remote Sensing, 51, 375(2018).

    [25] D W Marquardt, R D Snee. The American Statistician, 38, 83(1984).

    [26] W W Hsieh. Tellus Series A-Dynamic Meteorology and Oceanography, 53, 599(2001).

    [27] Å Björck. Numerical Methods for Least Squares Problems, 339(1996).

    [28] P C Hansen. BIT Numerical Mathematics, 27, 534(1987).

    [29] G P Deidda, C Fenu, G Rodriguez. Inverse Problems, 30, 125014(2014).

    [30] L Armijo. Pacific Journal of Mathematics, 16, 1(1966).

    [32] D Iso, T Mitsunaga, F Yasuma et al. IEEE Transactions on Image Processing, 19, 2241(2010).

    [33] G D Finlayson, S D Hordley, P Morovic. CGIV 2004: 2nd European Conference on Color in Graphics, Imaging, and Vision, 268(2004).

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    Chu ZUO, De-hong XIE, Xiao-xia WAN. Research on Spectral Image Reconstruction Based on Nonlinear Spectral Dictionary Learning From Single RGB Image[J]. Spectroscopy and Spectral Analysis, 2022, 42(7): 2092

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    Paper Information

    Category: Orginal Article

    Received: Apr. 27, 2021

    Accepted: --

    Published Online: Nov. 16, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)07-2092-09

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