Fingerprint identification

指纹识别
  • 文章类型: Journal Article
    开发可以用肉眼识别指纹并观察3级微观细节的新材料具有挑战性。这里,我们设计了一种新型的水致变色和压致变色双响应光学薄膜,实现了视觉透明度的过渡。从高透明度到不透明白度的水致变色和压致变色响应的性能归因于泊洛沙姆的引入。无序胶束的吸湿性溶胀导致光散射,引起水致变色反应。压致变色反应可能归因于泊洛沙姆晶体碎片中的微裂纹,改变了光的折射率。水致变色和压致变色反应的迷人组合有效地应用于指纹识别。水色反应准确识别汗液毛孔,压色响应可以根据印迹指纹的不同颜色逐渐显示山脊和山谷。该胶片可以根据假指纹和活手指之间的汗孔差异来识别假指纹。更重要的是,用肉眼不仅可以很容易地检测到清晰的脊线,还可以检测到详细的汗毛孔,表明该薄膜在指纹分析和活体指纹检测方面具有深刻的研究意义。
    Developing new materials that could identify fingerprint using the naked eye and observe the level 3 microscopic details is challenging. Here, we designed a novel hydrochromic and piezochromic dual-responsive optical film, which achieved the visual transparency transition. The performances of hydrochromic and piezochromic responses from high transparency to opaque whiteness were attributed to the introduction of poloxamer. The hygroscopic swelling of the disordered micelles led to light scattering, causing the hydrochromic response. The piezochromic response may be ascribed to the microcracks in the fragments of poloxamer crystals, which changed the refractive index of light. The fascinating combination of hydrochromic and piezochromic response was effectively applied in fingerprint identification. Hydrochromic response accurately recognized sweat pores, and piezochromic response could gradually reveal the ridges and valleys according to the different color of imprinted fingerprints. The film could identify fake fingerprints based on the differences in sweat pores between fake fingerprints and living fingers. More importantly, the film could easily detected not only the clear ridges but also the detailed sweat pores using the naked eye, indicating that the film has profound research significance in fingerprint analysis and liveness fingerprint detection.
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  • 文章类型: Journal Article
    高强度荧光材料的发展一直是重点和前沿项目,因为它们在显示器中的重要应用,传感和检测领域。近年来,由于安全和反恐问题,爆炸物的检测引起了越来越多的关注。在这里,通过在二苯基蒽(DPA)中引入强吸电子的氟原子和氰基,在溶液和固相中均表现出强烈的荧光,绝对量子产率分别高达70.4%和45.9%。苦味酸(PA)等硝基芳香炸药的检测行为,2,4,6-三硝基甲苯(TNT)和3硝基丙酸(3-NP)也显示出良好的灵敏度,猝灭常数高达6.3x104Lmol-1。理论计算表明,两种DPA衍生物的荧光猝灭行为是由光诱导电子转移(PET)的行为引起的,共振能量转移(RET)研究解释了两种化合物对PA的灵敏度和选择性都高于其他含硝基炸药。此外,DPA衍生物的强固态荧光在增强潜在指纹识别方面也显示出优异的优势。
    The development of high-intensity fluorescent materials is always the focuses and forefront projects because of their important applications in displays, sensing and detection fields. In recent years, the detection of explosives has attracted increasing attention due to security and counterterrorism issues. Herein, two diphenyl-anthracene (DPA) derivatives were designed and synthesized by introducing strong electron withdrawing fluorine atoms and cyano-groups to DPA, which exhibited strong fluorescence both in the solution and solid phase with the absolute quantum yields up to 70.4 % and 45.9 % respectively. The detection behavior of nitroaromatic explosives such as picric acid (PA), 2,4,6-trinitrotoluene (TNT) and 3-Nitropropionic acid (3-NP) also shows good sensitivity with the quenching constant as high as 6.3×104  L mol-1 . Theoretical calculation demonstrates that the fluorescence quenching behavior of the two DPA derivatives is caused by the behavior of photoinduced electron transfer (PET) and the resonance energy transfer (RET) studies explained the higher sensitivity and selectivity of both compounds towards PA than other nitro-containing explosives. Furthermore, the strong solid-state fluorescence of the DPA derivatives also shows excellent advantages in enhancing latent fingerprint recognition.
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  • 文章类型: Journal Article
    快速合成超稳定、长余辉的Ultralong室温磷光(URTP)具有重要意义,但很难实现。在这里,已开发出一种明亮的克级和无溶剂的热解处理策略,通过调节不同的温度(250-500°C)来制备高性能的URTP碳点(CD)。优化的CD(CD-400)显示室温磷光1.99s,肉眼持续22s以上,优于大多数报告的URTPCD。由于改性的B2O3层在表面的稳定作用,构建了窄直径1.44nm的CD-400的均匀分布,通过氢键网络显示出极好的稳定性。此外,掺杂原子(N,O)大大增强了n-π*跃迁和稳定的三重态激子辐射跃迁,促进有效的系统间交叉(ISC)和RTP排放。更重要的是,B2O3修饰的CD被成功地应用于多级信息加密(时间分辨RTP性能)和指纹识别(分叉,螺纹和终止细节)。
    Facile synthesis of Ultralong room-temperature phosphorescence (URTP) with super stability and long-afterglow are of great significance, but hard to achieve. Herein, a brilliant gram-scale and solvent-free pyrolysis treatment strategy has been developed to prepare high-performance URTP carbon dots (CDs) by regulating different temperature (250-500 °C). The optimized CDs (CD-400) showed room-temperature phosphorescence 1.99 s and lasting over 22 s to naked eyes, which is superior to most of the reported URTP CDs. Owing to the stabilization effects of the modified B2O3 layer on the surface, the homogenous distribution of CD-400 with the narrow diameter of 1.44 nm was constructed, displaying a superb stability through hydrogen-bond network. In addition, the doping atoms (N, O) greatly enhanced the n-π* transitions and stabilized triplet excitons radiative transitions, facilitating the effective intersystem crossing (ISC) and the RTP emissions. More importantly, the B2O3-modified CDs were successfully applied in the multi-level information encryption (time-resolved RTP performance) and fingerprint identification (bifurcation, whorl and termination details).
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  • 文章类型: Journal Article
    碳点的出现和快速发展为光电领域的应用提供了前所未有的机遇,但是它们的实用性仍然受到复杂的合成程序和固态荧光的底物依赖性的影响。在这项研究中,我们设计了一种独特的微波辅助固相合成路线,用于制备具有黄色,橙色,和红色荧光(Y-CD,O-CD,R-CD)通过简单地调整反应物的质量比,一种适用于大规模合成CD的方法。使用物理学和光谱学技术对Y-/O-/R-CD进行了系统表征。基于所提出的荧光CD粉末的完美的固态荧光性能,Y-/O-/R-CD以低成本成功地用于构建多色和白色发光二极管器件。此外,与O-CD和R-CD相比,Y-CD显示出更高的产量和发光效率,并进一步用于玻璃板和锡箔表面的指纹识别。此外,R-CD水溶液荧光对pH敏感,建议将其用作监测细胞内pH波动的pH指示剂。拟议的由CD组成的荧光粉系列可能预示着光学元件和刑事侦查领域应用的新纪元。
    The emergence and fast development of carbon dots (CDs) provide an unprecedented opportunity for applications in the field of photoelectricity, but their practicability still suffers from complicated synthesis procedures and the substrate dependence of solid-state fluorescence. In this study, we design a unique microwave-assisted solid-phase synthesis route for preparing tunable fluorescent CD powders with yellow, orange, and red fluorescence (Y-CDs, O-CDs, R-CDs) by simply adjusting the mass ratio of reactants, a method which is suitable for the large-scale synthesis of CDs. The Y-/O-/R-CDs were systematically characterized using physics and spectroscopy techniques. Based on the perfect solid-state fluorescence performance of the proposed fluorescent CD powders, the Y-/O-/R-CDs were successfully applied for the construction of multi-color and white light-emitting diode devices at low cost. Furthermore, the Y-CDs displayed much higher yield and luminous efficiency than the O-CDs and R-CDs and were further used for fingerprint identification on the surfaces of glass sheets and tinfoil. In addition, the R-CD aqueous solution fluorescence is sensitive to pH, suggesting its use as a pH indicator for monitoring intracellular pH fluctuations. The proposed series of fluorescent powders composed of CDs may herald a new era in the application of optical components and criminal investigation fields.
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  • 文章类型: Journal Article
    生物特征对于唯一识别很有用,身份验证,和安全应用。在所有生物特征中,指纹是最常用的,因为它们包含山脊和山谷。在识别儿童或婴儿指纹方面存在挑战,因为脊不成熟,因为手被白色物质覆盖并且指纹图像的获取是困难的。在COVID-19大流行的背景下,非接触式指纹采集变得重要,因为它不会传染,尤其是对儿童。在这项研究中,一种基于卷积神经网络(CNN)的儿童识别系统,名为Child-CLEF,提出了使用基于手机的扫描仪获取的非接触式儿童指纹(CLCF)数据集的方法。使用混合图像增强方法来增强捕获的指纹图像的质量。此外,使用提出的Child-CLEFNet模型提取细节特征,并使用匹配算法进行儿童识别。使用自捕获的儿童指纹数据集测试了所提出的系统,CLCF和公开可用的PolyU指纹数据集。发现所提出的系统在准确性和相等的错误率方面优于现有的指纹识别系统。
    Biometric features are useful for unique identification, authentication, and security applications. Among all biometric features, fingerprints are the most commonly used because they contain ridges and valleys. There are challenges in recognizing child or infant fingerprints since the ridges are not mature as the hands are covered with a white substance and acquisition of fingerprint images is difficult. In the context of COVID-19 pandemic, contactless fingerprint acquisition gains importance as it is not infectious especially with children. In this study, a Convolutional Neural Network (CNN) based children recognition system named Child-CLEF, that uses Contact-Less Children Fingerprint (CLCF) dataset acquired using a mobile phone-based scanner is proposed. The quality of captured fingerprint images is enhanced using a hybrid image enhancement method. Furthermore, the minutiae features are extracted using the proposed Child-CLEF Net model and the identification of children is made using a matching algorithm. The proposed system is tested with a self-captured children fingerprint dataset, CLCF and publicly available PolyU fingerprint dataset. It is found that the proposed system outperforms the existing fingerprint recognition systems in terms of accuracy and equal error rate.
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  • 文章类型: Journal Article
    当人们的注意力集中在其他地方时,他们可能无法注意到视觉环境中的物体和事件。这种现象被称为无意识失明,其后果对于现实世界的重要决策来说可能是代价高昂的。然而,没有注意到某些视觉信息也可能意味着一个领域的专业知识。在这项研究中,我们比较了专业的指纹分析师和新手在指纹匹配任务中,我们秘密地将大猩猩的图像放入其中一个指纹中。这只大猩猩要么很小,或大,但总是嵌入的方式使其与主要任务无关。我们发现,分析师比新手更有可能错过大猩猩。我们将这一发现解释为这些专家如何做出决定的缺陷,但很可能是他们专业知识的表达;他们没有处理更多的信息,而是过滤掉不相关的信息,并将注意力限制在重要的事情上。
    People can fail to notice objects and events in their visual environment when their attention is engaged elsewhere. This phenomenon is known as inattentional blindness, and its consequences can be costly for important real-world decisions. However, not noticing certain visual information could also signal expertise in a domain. In this study, we compared professional fingerprint analysts and novices on a fingerprint matching task in which we covertly placed an image of a gorilla into one of the prints. This gorilla was either small, or large, but always embedded in a way that made it largely irrelevant to the primary task. We found that analysts were more likely than the novices to miss the large gorilla. We interpret this finding not as a flaw in how these experts make decisions, but most likely an expression of their expertise; instead of processing more information they filter out irrelevant information and constrain their attention to what is important.
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  • 文章类型: Journal Article
    背景:当患者接受移植时-无论是经典的器官还是骨髓,最近,肢体或面部的复合同种异体移植-它可以导致人工嵌合。这种嵌合体引起了法医学的考虑,一个依赖于从犯罪现场收集和识别生物样本的领域。除了这种嵌合体,复合同种异体移植带来了进一步的挑战。
    方法:筛选文献和新闻稿后,我们提供了法医鉴定中使用的一些技术的简要历史和摘要,根据移植解释他们的优点和陷阱,并警告不要利用这些考虑来错误地识别那些逃避司法的人。
    结果:面部移植,患者可以接受皮肤,头发,唾液腺,牙齿,以及捐献者的口腔和鼻粘膜,在法医学中非常重要的组成部分。现代技术,如计算机辅助面部识别,尽管随着时间的推移逐渐变得更加准确,在这个移植后的时代也面临着新的挑战,因为面部识别软件可能会被面部或面部移植的手术改变所误导。肢体移植,对指纹识别有影响。
    结论:在过去的一个世纪中,外科移植技术和法医技术都取得了令人费解的巨大创新。鉴于在美国和世界范围内成功的复合移植的速度在不断增长,现在,重要的是执法人员要意识到拥有两套遗传物质的新可能性,头发,唾液,指纹,甚至是同一个人的面部识别数据。
    BACKGROUND: When a patient receives a transplant-be it classically an organ or bone marrow or, more recently, composite allotransplantations of the limb or face-it can result in artificial chimerism. Such chimerism raises considerations in forensic medicine, a field that relies on the collection and identification of biological samples from crime scenes. Beyond this chimerism, composite allotransplantations create further challenges.
    METHODS: After screening the literature and press releases, we provide a brief history and summary of some of the technologies used in forensic identification, explaining their advantages and pitfalls in the light of transplantation and cautioning against misidentifying those who evade justice by taking advantage of such considerations.
    RESULTS: With face transplantation, patients can receive the skin, hair, salivary glands, teeth, and oral and nasal mucosa of their donors, components which hold great importance in forensic science. Modern technologies such as computer-assisted facial recognition, although gradually becoming more accurate over time, also face new challenges in this post-transplantation era as facial recognition software can be misled by surgical alterations of the face or face transplantation. With limb transplantation, there is an impact on fingerprint identification.
    CONCLUSIONS: Both surgical transplantation techniques and forensic technologies have seen incomprehensibly great innovation in the past century. Given the growing rate of successful composite transplantation in the USA and worldwide, it is now important for law enforcement agents to be aware of the new possibility of having two sets of genetic material, hair, saliva, fingerprints, or even facial recognition data for the same individual.
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  • 文章类型: Journal Article
    1999年费城的Daubert案引起了关于指纹证据科学性的争论。从那以后,当前的指纹识别系统不断受到挑战和质疑。基于指纹细节统计的定量识别技术已成为新的研究热点。在本文中,利用深度卷积神经网络YOLOv5模型,设计了一种自动检测算法,实现指纹特征点的自动分类。然后在619,297张指纹图像中统计地评估细节的出现频率。结果表明,每个手指的六种细节的频率范围(单位%)是脊端[68.49,70.81],分叉[26.37,27.26],独立脊[1.533,1.626],马刺[1.129,1.198],湖泊[0.4588,0.4963],交叉[0.3034,0.3256]。结果还表明,在十个手指位置(拇指,中间,戒指,左手和右手的食指和小指)以及四个手指模式(足弓,左循环,右循环和螺纹)。从指纹识别的定量角度,本文计算了六种细节点的数量和频率范围,区分每种细节的评估值,为今后建立指纹识别概率模型提供了基础数据支持。
    The Daubert case in Philadelphia in 1999 caused a debate about the scientificity of fingerprint evidence. Since then, the current fingerprint identification system has been constantly challenged and questioned. Quantitative identification technology based on the statistics of fingerprint minutiae has become a new research hot spot. In this paper, an automatic detection algorithm is designed to achieve automatic classification of fingerprint minutiae using the deep convolution neural network YOLOv5 model. Then the occurrence frequencies of minutiae are statistically evaluated in 619,297 fingerprint images. The results show that the frequency ranges (unit%) of six types of minutiae per finger are ridge endings [68.49, 70.81], bifurcations [26.37, 27.26], independent ridges [1.533, 1.626], spurs [1.129, 1.198], lakes [0.4588, 0.4963], crossovers [0.3034, 0.3256]. The results also show that there are differences in the distribution frequency of the six types of minutiae in the ten finger positions ( thumb, middle, ring, index and little finger of the left and right hand) and in the four finger patterns ( arch, left loop, right loop and whorl). From the quantitative point of view of fingerprint identification, this paper calculates the number and frequency ranges of six types of minutiae, distinguishes the evaluation value of each type of minutiae, and provides the basic data support for establishing a probability model of fingerprint identification in the future.
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  • 文章类型: Journal Article
    指印证据对识别罪犯的坚韧不拔有据可查,但是到目前为止,没有一项研究工作集中在不寻常的印刷品上。因此,在本研究中,我们试图定义人类中很少遇到的指纹。我们的目的是探索手指球上的不寻常模式类型,并将其与常见和可分类的模式类型进行比较。此外,我们参考手指数字讨论了男女异常指纹的发生。这项研究是针对来自印度北部两个种族的512名年龄在18至35岁之间的参与者进行的。共获得512个个体的每个数字的5120个指纹。根据亨利的分类对指纹进行了模式类型分析。根据所发布的手指图案类型的定义,不属于规定类别的图案被识别为异常指纹。我们发现异常打印的发生率为0.21%,并根据亨利的分类与一般模式类型进行比较来描述这些打印。我们描述了11种不寻常的指纹模式,制定可能有助于个性化过程的类别。这些不寻常指纹的拟议新命名法可能有助于法医科学家和指纹检查员更好地理解和标记法医案件中的类似模式。我们的研究还可能影响一般法医学科学界和生物人类学家制定与各种人群中不同类型的指纹及其遗传和家族关系有关的人群标准。
    The tenacity of the fingerprint evidence for the identification of criminals has been well documented, but none of the research work so far focussed on unusual prints. Therefore, in the present study, we attempted to define rarely encountered fingerprints in a human population. Our purpose was to explore unusual pattern types on the finger balls and compare these with commonly occurring and classifiable pattern types. Furthermore, we discuss the occurrence of unusual fingerprints in both the sexes with reference to the finger digits. The study was conducted on 512 participants aged between 18 and 35 years from two ethnic groups of North India. A total of 5120 fingerprints from each digit of the 512 individuals were obtained. The fingerprints were analysed for the pattern types based on Henry\'s classification. Patterns that did not fall in the prescribed category as per the definition of the published finger pattern types were identified as unusual fingerprints. We found an incidence of unusual prints of 0.21% and describe these based on a comparison with the general pattern types according to Henry\'s classification. We describe eleven unusual fingerprint patterns, formulating categories that may aid in the individualisation process. The proposed new nomenclature of these unusual fingerprints may assist forensic scientists and fingerprint examiners in better understanding and labelling of similar patterns in forensic cases. Our research may also influence the general forensic science community and biological anthropologists in making population standards pertaining to different types of fingerprints in various population groups and their genetic and familial relationships.
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  • 文章类型: Journal Article
    指纹的局部区域相似性一直是指纹研究领域的热点问题。随着十打印数据库的规模越来越大,自动指纹识别系统(AFIS)候选人名单中近距离非匹配(CNM)的出现引起了全世界法医学部门的越来越多的关注。在这项研究中,三类(高,medium-,建立了CNMs的标准和低级),并在60个螺纹样本上标记了不同数量的细节点,以基于一千万人数据库的AFIS候选列表中CNMs的发生和影响因素。结果表明,所有印刷品都可以找到其相应的CNM。在前100个列表中,每次查询的CNM平均出现率为52.7%,在12个重合点的局部区域中,最相似的CNM完全相同。CNM更多地出现在螺纹中心区域的中部和下部。此外,更短的C2C距离和相同的手指和手导致更多的CNM被检查。相似性较高的CNM需要更广泛的区域面积和更小的细节点密度。我们的结论是,CNM在大规模数据库中的发生率很高,并且许多因素与它们密切相关。指纹检查者和研究人员需要加强对CNM的了解,以避免像马德里爆炸案那样的错误识别。
    The local regional similarity of fingerprints has always been a hot issue in the field of fingerprint research. With the increasing size of ten-print databases, the appearance of close non-matches (CNMs) in automatic fingerprint identification system (AFIS) candidate lists has attracted increasing attention from forensic science departments worldwide. In this study, three categories (high-, medium-, and low-level) of standards for CNMs were established and 60 whorl samples were marked with different numbers of minutiae to explore the occurrence and influencing factors of CNMs in AFIS candidate lists based on a ten million people database. The results showed that all prints could be found with their corresponding CNMs. The average occurrence rate of CNMs for every query was 52.7% in the top 100 lists, and the most similar CNM was exactly the same in the local area of 12 coincidence points. CNMs appeared more in the middle and lower parts of the central region of the whorl. Moreover, shorter C2C distances and the same finger number and hand led to more CNMs being inspected. CNMs with higher similarity required a more extensive regional area and smaller minutiae density. We concluded that CNMs have a high occurrence rate in large-scale databases and many factors are closely related to them. Fingerprint examiners and researchers need to strengthen their understanding of CNMs to avoid the occurrence of misidentification like the Madrid bombings.
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