Spectroscopy and Spectral Analysis, Volume. 42, Issue 9, 2903(2022)
Identification of True and Counterfeit Banknotes Based on Hyperspectral Imaging
Fig. 2. Three-dimensional perspective views of the front and back of 100 yuan RMB
Fig. 3. Spectral reflectance curves of the characteristic points on the front and back of real and counterfeit 100 yuan RMB banknotes
Fig. 4. The grayscale images of the front and back of the real and counterfeit 100 yuan RMB banknotes at 500, 660 and 870 nm
Fig. 5. The grayscale images of the real and counterfeit 100 yuan RMB based on band operation
Fig. 6. The first 12 principal components for the front sides of the real and counterfeit 100 yuan RMB
Fig. 7. The first 12 principal components for the back sides of the real and counterfeit 100 yuan RMB
Fig. 8. The texture informations of the grayscale images of the back sides of the real and counterfeit banknotes at 550 nm
From left to right are the mean, variance, inverse difference moment, contrast, dissimilarity, entropy, angle second-order moment, correlations, respectively
Fig. 8. The texture informations of the grayscale images of the front sides of the real and counterfeit banknotes at 550 nm
From left to right are the mean, variance, inverse difference moment, contrast, dissimilarity, entropy, angle second-order moment, correlations, respectively
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Zhen-qing ZHANG, Li-juan DONG, Yu HUANG, Xing-hai CHEN, Wei HUANG, Yong SUN. Identification of True and Counterfeit Banknotes Based on Hyperspectral Imaging[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2903
Category: Research Articles
Received: Apr. 15, 2021
Accepted: Jun. 18, 2021
Published Online: Nov. 17, 2022
The Author Email: ZHANG Zhen-qing (zhangzhenqing1980@163.com)