基于高光谱成像的假冒艺术品、文件、照片、全息图和货币检测技术的最新进展。
Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging.
机构信息
Department of Optometry, Central Taiwan University of Science and Technology, No. 666, Buzih Road, Beitun District, Taichung City 406053, Taiwan.
Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan.
出版信息
Sensors (Basel). 2022 Sep 26;22(19):7308. doi: 10.3390/s22197308.
Abstract
Forgery and tampering continue to provide unnecessary economic burdens. Although new anti-forgery and counterfeiting technologies arise, they inadvertently lead to the sophistication of forgery techniques over time, to a point where detection is no longer viable without technological aid. Among the various optical techniques, one of the recently used techniques to detect counterfeit products is HSI, which captures a range of electromagnetic data. To aid in the further exploration and eventual application of the technique, this study categorizes and summarizes existing related studies on hyperspectral imaging and creates a mini meta-analysis of this stream of literature. The literature review has been classified based on the product HSI has used in counterfeit documents, photos, holograms, artwork, and currency detection.
摘要
伪造和篡改继续带来不必要的经济负担。尽管出现了新的防伪和反伪造技术，但随着时间的推移，这些技术无意中导致了伪造技术的复杂化，以至于如果没有技术辅助，检测就不再可行。在各种光学技术中，最近用于检测假冒产品的技术之一是 HSI，它可以捕获一系列电磁数据。为了帮助进一步探索和最终应用该技术，本研究对现有的高光谱成像相关研究进行了分类和总结，并对这一文献进行了小型元分析。文献综述是根据 HSI 在伪造文件、照片、全息图、艺术品和货币检测中使用的产品进行分类的。
相似文献
1
Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging.基于高光谱成像的假冒艺术品、文件、照片、全息图和货币检测技术的最新进展。
Sensors (Basel). 2022 Sep 26;22(19):7308. doi: 10.3390/s22197308.
2
Forensic applications of hyperspectral imaging technique: a narrative review.高光谱成像技术在法医学中的应用：叙述性综述。
Med Leg J. 2022 Dec;90(4):216-220. doi: 10.1177/00258172221105381. Epub 2022 Sep 18.
3
Automatic Counterfeit Currency Detection Using a Novel Snapshot Hyperspectral Imaging Algorithm.利用新型快照高光谱成像算法进行自动伪钞检测。
Sensors (Basel). 2023 Feb 10;23(4):2026. doi: 10.3390/s23042026.
4
Analysis of Hyperspectral Data to Develop an Approach for Document Images.用于开发文档图像方法的高光谱数据分析。
Sensors (Basel). 2023 Aug 1;23(15):6845. doi: 10.3390/s23156845.
5
Portable and low-cost hologram verification module using a snapshot-based hyperspectral imaging algorithm.基于快照的高光谱成像算法的便携式低成本全息图验证模块。
Sci Rep. 2022 Nov 2;12(1):18475. doi: 10.1038/s41598-022-22424-5.
6
Counterfeit fifty Ringgit Malaysian banknotes authentication using novel graph-based chemometrics method.基于新型图形化学计量学方法的马来西亚50林吉特假钞鉴别
Sci Rep. 2022 Mar 22;12(1):4826. doi: 10.1038/s41598-022-08821-w.
7
Topical Review: Studies of Ocular Function and Disease Using Hyperspectral Imaging.专题综述：应用超光谱成像研究眼部功能和疾病。
Optom Vis Sci. 2022 Feb 1;99(2):101-113. doi: 10.1097/OPX.0000000000001853.
8
The use of hyperspectral imaging in the VNIR (400-1000nm) and SWIR range (1000-2500nm) for detecting counterfeit drugs with identical API composition.利用近红外（400 - 1000nm）和短波红外范围（1000 - 2500nm）的高光谱成像技术检测具有相同活性成分的假药。
Talanta. 2016 Nov 1;160:1-8. doi: 10.1016/j.talanta.2016.06.057. Epub 2016 Jun 28.
9
Literature review: spectral imaging applied to poultry products.文献综述：光谱成像技术在禽类产品中的应用。
Poult Sci. 2020 Jul;99(7):3709-3722. doi: 10.1016/j.psj.2020.04.013. Epub 2020 Apr 26.
10
[Counterfeit pharmaceuticals in Peru].[秘鲁的假药]
Rev Panam Salud Publica. 2010 Feb;27(2):138-43. doi: 10.1590/s1020-49892010000200008.
引用本文的文献
1
Advancements in Hyperspectral Imaging and Computer-Aided Diagnostic Methods for the Enhanced Detection and Diagnosis of Head and Neck Cancer.用于增强头颈部癌症检测与诊断的高光谱成像及计算机辅助诊断方法的进展
Biomedicines. 2024 Oct 11;12(10):2315. doi: 10.3390/biomedicines12102315.
2
Spectrum aided vision enhancer enhances mucosal visualization by hyperspectral imaging in capsule endoscopy.光谱辅助视觉增强器通过胶囊内镜中的高光谱成象增强黏膜可视化。
Sci Rep. 2024 Sep 27;14(1):22243. doi: 10.1038/s41598-024-73387-8.
3
Large-Area Film Thickness Identification of Transparent Glass by Hyperspectral Imaging.基于高光谱成像的透明玻璃大面积薄膜厚度识别
Sensors (Basel). 2024 Aug 6;24(16):5094. doi: 10.3390/s24165094.
4
Histological Hyperspectral Glioblastoma Dataset (HistologyHSI-GB).组织高光谱胶质母细胞瘤数据集（HistologyHSI-GB）。
Sci Data. 2024 Jun 24;11(1):681. doi: 10.1038/s41597-024-03510-x.
5
A Review of Recent Advances in Computer-Aided Detection Methods Using Hyperspectral Imaging Engineering to Detect Skin Cancer.利用高光谱成像技术检测皮肤癌的计算机辅助检测方法的最新进展综述
Cancers (Basel). 2023 Nov 29;15(23):5634. doi: 10.3390/cancers15235634.
6
Assessment of hyperspectral imaging and CycleGAN-simulated narrowband techniques to detect early esophageal cancer.应用高光谱成像和 CycleGAN 模拟窄带技术探测早期食管癌的评估。
Sci Rep. 2023 Nov 22;13(1):20502. doi: 10.1038/s41598-023-47833-y.
7
Systematic meta-analysis of computer-aided detection to detect early esophageal cancer using hyperspectral imaging.使用高光谱成像进行计算机辅助检测以检测早期食管癌的系统荟萃分析。
Biomed Opt Express. 2023 Jul 31;14(8):4383-4405. doi: 10.1364/BOE.492635. eCollection 2023 Aug 1.
8
Optical Identification of Diabetic Retinopathy Using Hyperspectral Imaging.利用高光谱成像技术对糖尿病视网膜病变进行光学识别。
J Pers Med. 2023 Jun 1;13(6):939. doi: 10.3390/jpm13060939.
9
High-Dynamic-Range Spectral Reflectance for the Segmentation of Paint Pigment: Application to Dalí's Oil Painting Dos Figuras (1926).高动态范围光谱反射率在颜料分割中的应用：以达利的油画《两个 figures》（1926 年）为例。
Sensors (Basel). 2023 Apr 27;23(9):4316. doi: 10.3390/s23094316.
10
Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement.联合纹理搜索和直方图再分配的高光谱图像质量改进。
Sensors (Basel). 2023 Mar 2;23(5):2731. doi: 10.3390/s23052731.
本文引用的文献
1
Intelligent Identification of Early Esophageal Cancer by Band-Selective Hyperspectral Imaging.基于波段选择高光谱成像的早期食管癌智能识别
Cancers (Basel). 2022 Sep 1;14(17):4292. doi: 10.3390/cancers14174292.
2
Air Pollution Detection Using a Novel Snap-Shot Hyperspectral Imaging Technique.利用新型快照高光谱成像技术进行空气污染检测。
Sensors (Basel). 2022 Aug 19;22(16):6231. doi: 10.3390/s22166231.
3
Feasibility of identifying the authenticity of fresh and cooked mutton kebabs using visible and near-infrared hyperspectral imaging.利用可见及近红外高光谱成像技术鉴别新鲜及熟羊肉串真实性的可行性。
Spectrochim Acta A Mol Biomol Spectrosc. 2022 Dec 5;282:121689. doi: 10.1016/j.saa.2022.121689. Epub 2022 Jul 28.
4
Identification of Early Esophageal Cancer by Semantic Segmentation.通过语义分割识别早期食管癌
J Pers Med. 2022 Jul 25;12(8):1204. doi: 10.3390/jpm12081204.
5
Design of a Lab-On-Chip for Cancer Cell Detection through Impedance and Photoelectrochemical Response Analysis.通过阻抗和光电化学响应分析的癌细胞检测芯片设计。
Biosensors (Basel). 2022 Jun 13;12(6):405. doi: 10.3390/bios12060405.
6
Optical and Material Characteristics of MoS/CuO Sensor for Detection of Lung Cancer Cell Types in Hydroplegia.用于检测积水肺癌细胞类型的 MoS/CuO 传感器的光学和材料特性。
Int J Mol Sci. 2022 Apr 25;23(9):4745. doi: 10.3390/ijms23094745.
7
iVision HHID: Handwritten hyperspectral images dataset for benchmarking hyperspectral imaging-based document forensic analysis.iVision HHID：用于基于高光谱成像的文件司法鉴定分析基准测试的手写高光谱图像数据集。
Data Brief. 2022 Feb 16;41:107964. doi: 10.1016/j.dib.2022.107964. eCollection 2022 Apr.
8
Growth Mechanism of Periodic-Structured MoS by Transmission Electron Microscopy.通过透射电子显微镜研究周期性结构MoS的生长机制
Nanomaterials (Basel). 2021 Dec 31;12(1):135. doi: 10.3390/nano12010135.
9
Hyperspectral Imaging Combined with Artificial Intelligence in the Early Detection of Esophageal Cancer.高光谱成像结合人工智能在食管癌早期检测中的应用
Cancers (Basel). 2021 Sep 13;13(18):4593. doi: 10.3390/cancers13184593.
10
Comparative Analysis of Stress and Deformation between One-Fenced and Three-Fenced Dental Implants Using Finite Element Analysis.使用有限元分析对单围栏和三围栏牙种植体之间的应力和变形进行比较分析。
J Clin Med. 2021 Sep 2;10(17):3986. doi: 10.3390/jcm10173986.
Zotero 插件