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Cracking enabled unclonability in colloidal crystal patterns authenticated with computer vision

delete2022-01-01
delete29
PRE
AI
Y
Yuhuan Li
Y
Yexin Mao
J
Jiahui Wang
刘志卫 封面图
刘志卫 (Zhiwei Liu)
P
Pan Jia
吴娜 封面图
吴娜 (Na Wu)
H
Haitao Yu
J
Jinqiao Wang
宋
宋延林 (Yanlin Song)
J
Jinming Zhou *
DOI:10.1039/d2nr01479cdelete
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摘要

摘要

En 中文
Colloidal crystals with iridescent structural coloration have appealing applications in the fields of sensors, displays, anti-counterfeiting, etc. A serious issue accompanying the facile chemical self-assembly approach to colloidal crystals is the formation of uncontrolled and irregular cracks. In contrast to the previous efforts to avoid cracking, the unfavorable and random micro-cracks in colloidal crystals were utilized here as unclonable codes for tamper-proof anti-counterfeiting. The special structural and optical characteristics of the colloidal crystal patterns assembled with monodisperse poly(styrene-methyl methacrylate-acrylic acid) core-shell nanospheres enabled multi-anti-counterfeiting modes, including angle-dependent structural colors and polarization anisotropy, besides the physically unclonable functions (PUFs) of random micro-cracks. Moreover, by using the random cracks in the colloidal crystals as templates to guide fluorescent silica nanoparticle deposition, an fluorescent anti-counterfeiting mode with PUFs was introduced. To validate the PUFs of the fluorescent micro-cracks in the colloidal crystals, a novel edge-sensitive template matching approach based on a computer vision algorithm with an accuracy of similar to 100% was developed, enabling ultimate security immune to forgery. The computer-vision verifiable physically unclonable colloidal crystals with multi-anti-counterfeiting modes are superior to conventional photonic crystal anti-counterfeiting materials that rely on angle-dependent or tunable structural colors, and the conventional PUF labels in the aspect of decorative functions, which will open a new avenue for advanced security materials with multi-functionality.
Keyword:
PHOTONIC CRYSTALS
FILMS
FLUORESCENT
GROWTH
CHIP

期刊

Nanoscale 封面图
Nanoscale
IF:
5.1
论文数:
3.0W
被引数:
11.6W

机构

I
institute of automation, cas
学者数:
2.2K
论文数: 2.1K
被引数: 2
H
Hebei Normal University
学者数:
6.4K
论文数: 3.5K
被引数: 9
C
chinese academy of sciences
学者数:
56.7W
论文数: 45.0W
被引数: 704
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