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RecceMan: an interactive recognition assistance for image-based reconnaissance: synergistic effects of human perception and computational methods for object recognition, identification, and infrastructure analysis RecceMan:基于图像的侦察的交互式识别辅助:人类感知和对象识别、识别和基础设施分析的计算方法的协同效应
Pub Date : 2015-10-21 DOI: 10.1117/12.2196300
Nadia El Bekri, Susanne Angele, M. Ruckhäberle, E. Peinsipp-Byma, Bruno Haelke
This paper introduces an interactive recognition assistance system for imaging reconnaissance. This system supports aerial image analysts on missions during two main tasks: Object recognition and infrastructure analysis. Object recognition concentrates on the classification of one single object. Infrastructure analysis deals with the description of the components of an infrastructure and the recognition of the infrastructure type (e.g. military airfield). Based on satellite or aerial images, aerial image analysts are able to extract single object features and thereby recognize different object types. It is one of the most challenging tasks in the imaging reconnaissance. Currently, there are no high potential ATR (automatic target recognition) applications available, as consequence the human observer cannot be replaced entirely. State-of-the-art ATR applications cannot assume in equal measure human perception and interpretation. Why is this still such a critical issue? First, cluttered and noisy images make it difficult to automatically extract, classify and identify object types. Second, due to the changed warfare and the rise of asymmetric threats it is nearly impossible to create an underlying data set containing all features, objects or infrastructure types. Many other reasons like environmental parameters or aspect angles compound the application of ATR supplementary. Due to the lack of suitable ATR procedures, the human factor is still important and so far irreplaceable. In order to use the potential benefits of the human perception and computational methods in a synergistic way, both are unified in an interactive assistance system. RecceMan® (Reconnaissance Manual) offers two different modes for aerial image analysts on missions: the object recognition mode and the infrastructure analysis mode. The aim of the object recognition mode is to recognize a certain object type based on the object features that originated from the image signatures. The infrastructure analysis mode pursues the goal to analyze the function of the infrastructure. The image analyst extracts visually certain target object signatures, assigns them to corresponding object features and is finally able to recognize the object type. The system offers him the possibility to assign the image signatures to features given by sample images. The underlying data set contains a wide range of objects features and object types for different domains like ships or land vehicles. Each domain has its own feature tree developed by aerial image analyst experts. By selecting the corresponding features, the possible solution set of objects is automatically reduced and matches only the objects that contain the selected features. Moreover, we give an outlook of current research in the field of ground target analysis in which we deal with partly automated methods to extract image signatures and assign them to the corresponding features. This research includes methods for automatically determinin
介绍了一种用于成像侦察的交互式识别辅助系统。该系统在两个主要任务中支持航空图像分析任务:目标识别和基础设施分析。物体识别集中于对单个物体的分类。基础设施分析涉及基础设施组成部分的描述和基础设施类型的识别(例如军用机场)。基于卫星或航空图像,航空图像分析能够提取单个目标特征,从而识别不同的目标类型。它是成像侦察中最具挑战性的任务之一。目前,还没有高潜力的ATR(自动目标识别)应用,因此人类观察者不能完全取代。最先进的ATR应用不能假设人类的感知和解释是平等的。为什么这仍然是一个如此关键的问题?首先,图像的杂乱和噪声给自动提取、分类和识别目标类型带来困难。其次,由于战争的变化和不对称威胁的增加,几乎不可能创建一个包含所有特征、对象或基础设施类型的底层数据集。许多其他的原因,如环境参数或迎角,使ATR的应用更加复杂。由于缺乏合适的ATR程序,人为因素仍然是重要的,到目前为止是不可替代的。为了以协同的方式利用人类感知和计算方法的潜在优势,将两者统一在一个交互式辅助系统中。RecceMan®(侦察手册)为任务中的航空图像分析提供了两种不同的模式:目标识别模式和基础设施分析模式。目标识别模式的目的是基于图像签名产生的目标特征来识别特定的目标类型。基础设施分析模式追求的目标是分析基础设施的功能。图像分析人员从视觉上提取一定的目标对象特征,并将其分配给相应的对象特征,最终实现对目标对象类型的识别。该系统为他提供了将图像签名分配给样本图像给出的特征的可能性。底层数据集包含广泛的对象特征和对象类型,适用于不同的领域,如船舶或陆地车辆。每个领域都有自己的特征树,由航空图像分析专家开发。通过选择相应的特征,对象的可能解集被自动约简,并且只匹配包含所选特征的对象。此外,我们还展望了当前地面目标分析领域的研究,其中我们处理部分自动化方法来提取图像签名并将其分配到相应的特征。这项研究包括自动确定物体方向和物体宽度和长度等几何特征的方法。此步骤能够自动减少交互式识别辅助系统提供给图像分析人员的可能对象类型。
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引用次数: 1
Proposal of all-optical sensor based on nonlinear MMI coupler for multi-purpose usage 基于非线性MMI耦合器的多用途全光传感器的设计
Pub Date : 2015-10-21 DOI: 10.1117/12.2195606
M. Tajaldini, M. Z. Matjafri
In this study, we propose an all-optical sensor based on consideration the nonlinear effects on modal propagation and output intensity based on ultra-compact nonlinear multimode interference (NLMMI) coupler. The sensor can be tuned to highest sensitivity in the wavelength and refractive index ranges sufficient to detect water- soluble chemical, air pollutions, and heart operation. The results indicate high output sensitivity to input wavelength. This sensitivity guides us to propose a wave sensor both transverse and longitudinal waves such as acoustic and light wave, when an external wave interacts with input waveguide. For instance, this sensor can be implemented by long input that inserted in the land, then any wave could detected from earth. The visible changes of intensity at output facet in various surrounding layer refractive index show the high sensitivity to the refractive index of surrounding layer that is foundation of introducing a sensor. Also, the results show the high distinguished changes on modal expansion and output throat distribution in various refractive indices of surrounding layer.
在这项研究中,我们提出了一种基于超紧凑非线性多模干涉(NLMMI)耦合器的全光传感器,该传感器考虑了非线性对模态传播和输出强度的影响。该传感器可调至波长和折射率范围内的最高灵敏度,足以检测水溶性化学物质、空气污染和心脏手术。结果表明,输出对输入波长具有较高的灵敏度。当外部波与输入波导相互作用时,这种灵敏度指导我们提出一种包括横波和纵波(如声波和光波)的波传感器。例如,这种传感器可以通过插入陆地的长输入来实现,然后可以从地球上检测到任何波。在不同的周围层折射率下,输出面的强度变化是可见的,表明了对周围层折射率的高灵敏度,这是引入传感器的基础。结果还表明,在不同折射率的周围层中,模态展开和输出喉部分布的变化非常明显。
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引用次数: 0
FTOM-2D: a two-dimensional approach to model the detailed thermal behavior of nonplanar surfaces FTOM-2D:一种二维方法来模拟非平面表面的详细热行为
Pub Date : 2015-10-21 DOI: 10.1117/12.2197177
B. Bartos, K. Stein
The Fraunhofer thermal object model (FTOM) predicts the temperature of an object as a function of the environmental conditions. The model has an outer layer exchanging radiation and heat with the environment and a stack of layers beyond modifying the thermal behavior. The innermost layer is at a constant or variable temperature called core temperature. The properties of the model (6 parameters) are fitted to minimize the difference between the prediction and a time series of measured temperatures. The model can be used for very different objects like backgrounds (e.g. meadow, forest, stone, or sand) or objects like vehicles. The two dimensional enhancement was developed to model more complex objects with non-planar surfaces and heat conduction between adjacent regions. In this model we call the small thermal homogenous interacting regions thermal pixels. For each thermal pixel the orientation and the identities of the adjacent pixels are stored in an array. In this version 7 parameters have to be fitted. The model is limited to a convex geometry to reduce the complexity of the heat exchange and allow for a higher number of thermal pixels. For the test of the model time series of thermal images of a test object (CUBI) were analyzed. The square sides of the cubes were modeled as 25 thermal pixels (5 × 5). In the time series of thermal images small areas in the size of the thermal pixels were analyzed to generate data files that can easily be read by the model. The program was developed with MATLAB and the final version in C++ using the OpenMP multiprocessor library. The differential equation for the heat transfer is the time consuming part in the computation and was programmed in C. The comparison show a good agreement of the fitted and not fitted thermal pixels with the measured temperatures. This indicates the ability of the model to predict the temperatures of the whole object.
弗劳恩霍夫热物体模型(FTOM)预测物体的温度作为环境条件的函数。该模型有一个与环境交换辐射和热量的外层,以及一堆超出改变热行为的层。最内层的温度是恒定或可变的,称为核心温度。模型(6个参数)的属性被拟合,以尽量减少预测与测量温度的时间序列之间的差异。该模型可以用于非常不同的对象,如背景(如草地、森林、石头或沙子)或物体,如车辆。二维增强是为了模拟更复杂的非平面物体和相邻区域之间的热传导。在这个模型中,我们把小的热均匀相互作用区域称为热像元。对于每个热像元,其方向和相邻像元的身份存储在阵列中。在这个版本中,必须拟合7个参数。该模型被限制为一个凸几何,以减少热交换的复杂性,并允许更多的热像元。为了对模型进行测试,对测试对象的热图像时间序列进行了分析。将立方体的正方形边建模为25个热像元(5 × 5)。在热像元的时间序列中,对热像元大小的小区域进行分析,生成易于模型读取的数据文件。该程序是用MATLAB开发的,最终版本是用c++编写的,使用OpenMP多处理器库。换热微分方程是计算中比较耗时的部分,用c语言编写。对比表明,拟合和未拟合的热像元与实测温度吻合较好。这表明该模型能够预测整个物体的温度。
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引用次数: 7
Video content analysis on body-worn cameras for retrospective investigation 对随身摄像机的视频内容分析进行回顾性调查
Pub Date : 2015-10-21 DOI: 10.1117/12.2194436
H. Bouma, J. Baan, Frank ter Haar, P. Eendebak, R. D. den Hollander, G. Burghouts, R. Wijn, S. P. van den Broek, J. V. van Rest
In the security domain, cameras are important to assess critical situations. Apart from fixed surveillance cameras we observe an increasing number of sensors on mobile platforms, such as drones, vehicles and persons. Mobile cameras allow rapid and local deployment, enabling many novel applications and effects, such as the reduction of violence between police and citizens. However, the increased use of bodycams also creates potential challenges. For example: how can end-users extract information from the abundance of video, how can the information be presented, and how can an officer retrieve information efficiently? Nevertheless, such video gives the opportunity to stimulate the professionals’ memory, and support complete and accurate reporting. In this paper, we show how video content analysis (VCA) can address these challenges and seize these opportunities. To this end, we focus on methods for creating a complete summary of the video, which allows quick retrieval of relevant fragments. The content analysis for summarization consists of several components, such as stabilization, scene selection, motion estimation, localization, pedestrian tracking and action recognition in the video from a bodycam. The different components and visual representations of summaries are presented for retrospective investigation.
在安全领域,摄像机对于评估危急情况非常重要。除了固定的监控摄像头,我们观察到越来越多的移动平台上的传感器,如无人机、车辆和人员。移动摄像机允许快速和本地部署,实现许多新的应用和效果,例如减少警察与公民之间的暴力。然而,随身摄像头使用的增加也带来了潜在的挑战。例如:终端用户如何从大量的视频中提取信息,如何呈现这些信息,以及警务人员如何有效地检索信息?然而,这样的视频提供了机会,刺激专业人士的记忆,并支持完整和准确的报道。在本文中,我们展示了视频内容分析(VCA)如何应对这些挑战并抓住这些机遇。为此,我们专注于创建视频的完整摘要的方法,它允许快速检索相关片段。摘要的内容分析包括车身摄像头视频中的稳定、场景选择、运动估计、定位、行人跟踪和动作识别等几个部分。不同的组成部分和摘要的可视化表示提出了回顾性调查。
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引用次数: 4
Textile influence on remote identification of explosives in the THz range 纺织品对太赫兹范围内炸药远程识别的影响
Pub Date : 2015-10-21 DOI: 10.1117/12.2194512
M. Walczakowski, N. Pałka, M. Szustakowski
In this study common clothing and variety of textile materials were used in research on its influence on remote materials identification. Experimental setup was designed for the terahertz reflection spectroscopy of different materials located at a distance up to 5 m. The source of the radiation is a tunable solid-state optical parametric oscillator (OPO), which generates a narrow-band nanosecond pulses in the range of 0.7-2.7 THz. The signal is detected with hot electron bolometer (HEB). Investigations were carried out for 1 m, 3 m and 5 m distance between the examined sample and the system. Experiment was conducted in the 0.7 – 2.5 THz range. Fabrics subjected to testing were varied in terms of the fibers kind which they were made from and weights of test materials ranged from 53 g/m2 up to 420 g/m2. Also textiles with a composition consisting of several fibers with differing percentage of the fibers composition of each sample were measured. Information about textiles transmission was obtained in separate set of experiments. The study fabrics were made of viscose, polyester, cotton, spandex, wool, nylon, leather, flax.
本研究以普通服装和多种纺织材料为研究对象,研究其对远程材料识别的影响。设计了距离为5 m的不同材料的太赫兹反射光谱实验装置。辐射源为可调谐固态光参量振荡器(OPO),产生0.7 ~ 2.7太赫兹的窄带纳秒脉冲。用热电子辐射热计(HEB)检测信号。在检测样本和系统之间的1米、3米和5米距离上进行了调查。实验在0.7 ~ 2.5太赫兹范围内进行。接受测试的织物在纤维种类和测试材料的重量方面各不相同,从53克/平方米到420克/平方米不等。还测量了由几种纤维组成的纺织品,每种样品的纤维组成百分比不同。纺织品传播的信息是在单独的一组实验中获得的。研究织物由粘胶、聚酯、棉、氨纶、羊毛、尼龙、皮革、亚麻制成。
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引用次数: 1
Screening vehicles for stowaways using aperture synthesis passive millimetre wave imaging 利用孔径合成无源毫米波成像技术筛选偷渡者车辆
Pub Date : 2015-10-21 DOI: 10.1117/12.2197687
N. Salmon, N. Bowring
This paper presents part of a feasibility study into the use of the aperture synthesis passive imaging technique to screen vehicles for persons. The aperture synthesis technique is introduced and shown how in the near-field regime of a vehicle screening scenario that a three-dimensional imaging capability is possible. A suggested antenna receiver array is presented and the three-dimensional point spread function which this enables is calculated by simulation. This shows that over the majority of the inside of the vehicle the spatial resolution in all three spatial dimensions is of or less than the radiation wavelength, which at the suggested operational radiation frequency of 20 GHz is 1.5 cm. A radiation transport model that estimates the radiation temperatures of persons and backgrounds when viewing the vehicle either from the side or the top is presented, such a model being useful in the design of vehicle screening systems and as a basis for interpretation codes to assist operators in recognising persons in vehicles.
本文介绍了利用孔径合成被动成像技术筛选车辆供人使用的可行性研究的一部分。介绍了孔径合成技术,并展示了如何在车辆筛选场景的近场状态下,三维成像能力是可能的。提出了一种建议的天线接收阵列,并通过仿真计算了该阵列所能实现的三维点扩展函数。这表明,在车辆内部的大部分空间,所有三个空间维度的空间分辨率都等于或小于辐射波长,在建议的20 GHz工作辐射频率下,该波长为1.5 cm。本文介绍了一个辐射传输模型,该模型可在从侧面或顶部观察车辆时估计人员和背景的辐射温度,该模型可用于设计车辆筛选系统,并可作为解释代码的基础,以协助操作员识别车辆中的人员。
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引用次数: 0
Real-time object detection and tracking in omni-directional surveillance using GPU 基于GPU的全向监视中实时目标检测与跟踪
Pub Date : 2015-10-21 DOI: 10.1117/12.2194810
Florian Depraz, Vladan Popovic, B. Ott, P. Wellig, Y. Leblebici
Recent technological advancements in hardware systems have made higher quality cameras. State of the art panoramic systems use them to produce videos with a resolution of 9000 x 2400 pixels at a rate of 30 frames per second (fps) [1]. Many modern applications use object tracking to determine the speed and the path taken by each object moving through a scene. The detection requires detailed pixel analysis between two frames. In fields like surveillance systems or crowd analysis, this must be achieved in real time. Graphics Processing Units (GPUs) are powerful devices with lots of processing capabilities for parallel jobs. The detection of objects in a scene requires large amount of independent pixel operations on the video frames that can be done in parallel, making GPU a good choice for the processing platform. This paper only concentrates on Background Subtraction Techniques [2] to detect the objects present in the scene. The foreground pixels are extracted from the processed frame and compared to the corresponding ones of the model. Using a connected- component detector, neighboring pixels are gathered in order to form blobs which correspond to the detected foreground objects. The new blobs are compared to the blobs formed in the previous frame to see if the corresponding object moved.
最近硬件系统的技术进步使相机的质量更高。最先进的全景系统使用它们以每秒30帧(fps)的速率制作分辨率为9000 x 2400像素的视频[1]。许多现代应用程序使用对象跟踪来确定每个对象在场景中移动的速度和路径。检测需要对两帧之间的像素进行详细的分析。在监控系统或人群分析等领域,这必须实时实现。图形处理单元(gpu)是功能强大的设备,具有并行作业的大量处理能力。场景中物体的检测需要对视频帧进行大量独立的像素操作,这些操作可以并行完成,因此GPU是一个很好的处理平台。本文只关注背景减除技术[2]来检测场景中存在的物体。从处理后的帧中提取前景像素,并与模型的相应像素进行比较。使用连通分量检测器,收集相邻像素以形成与检测到的前景目标相对应的斑点。将新的斑点与前一帧中形成的斑点进行比较,以查看相应的对象是否移动。
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引用次数: 4
Liquid explosive detection using near infrared LED 近红外LED探测液体爆炸物
Pub Date : 2015-10-21 DOI: 10.1117/12.2194658
H. Itozaki, S. Ito, H. Sato-Akaba, Y. Miyato
A bottle scanner to detect liquid explosive has been developed using technologies of near infrared. Its detection rate of liquid explosive is quite high and its false alarm rate of safe liquids quite low. It uses a light source with wide spectrum such as a halogen lamp. Recently a variety of LEDs have been developed and some of them have near infrared spectrum. Here a near infrared LED is tested as a light source of the liquid explosive detector. Three infrared LEDs that have a main peak of spectrum at 901nm, 936nm, and 1028 nm have been used as a light source to scan liquids. Spectrum widths of these LEDs are quite narrow typically less than 100 nm. Ten typical liquids have been evaluated by these LEDs and the correlation coefficients of a spectrum by an LED and a tungsten lamp were more than 0.98. This experiment shows that the infrared LED can be used as a light source for the liquid scanner. An LED has some merits, such as long life of more than some ten thousand hours and small consumption electric power of less than 0.2 W. When the LED is used as a light source for the liquid scanner, it is also more compact and handy.
利用近红外技术,研制了一种用于液体炸药探测的瓶子扫描仪。它对液体炸药的检出率很高,对安全液体的虚警率很低。它使用卤素灯等宽光谱光源。近年来,各种各样的led被开发出来,其中一些具有近红外光谱。在这里,近红外LED作为液体爆炸物探测器的光源进行测试。采用主峰光谱分别为901nm、936nm和1028nm的三种红外led作为光源对液体进行扫描。这些led的光谱宽度非常窄,通常小于100纳米。用LED对10种典型液体进行了光谱分析,结果表明,LED与钨丝灯的光谱相关系数均大于0.98。实验表明,红外LED可以作为液体扫描仪的光源。LED具有使用寿命长达1万小时以上、功耗小于0.2 W等优点。当使用LED作为液体扫描仪的光源时,它也更加紧凑和方便。
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引用次数: 0
A systems approach to stealth on the ground revisited 重新审视了地面隐身的系统方法
Pub Date : 2015-10-21 DOI: 10.1117/12.2194844
K. Andersson, H. Kariis, G. Hult
This new security development is expected to increase interest from Northern European states in supporting the development of conceptually new stealthy ground platforms, incorporating a decade of advances in technology and experiences from stealth platforms at sea and in the air. The scope of this case study is to draw experience from where we left off. At the end of the 1990s there was growing interest in stealth for combat vehicles in Sweden. An ambitious technology demonstrator project was launched. One of the outcomes was a proposed Systems Engineering process tailored for signature management presented to SPIE in 2002.(Olsson et.al, A systems approach…, Proc. SPIE 4718 ) The process was used for the Swedish/BAE Systems Hägglunds AB development of a multirole armored platform (The Swedish acronym is SEP). Before development was completed there was a change of procurement policy in Sweden from domestic development towards Governmental Off-The-Shelf, preceded by a Swedish Armed Forces change of focus from national defense only, towards expeditionary missions. Lessons learned, of value for future development, are presented. They are deduced from interviews of key-personnel, on the procurer and industry sides respectively, and from document reviews.
这一新的安全发展预计将增加北欧国家对支持开发概念上的新型隐身地面平台的兴趣,结合十年来海上和空中隐身平台的技术进步和经验。本案例研究的范围是从我们结束的地方吸取经验。在20世纪90年代末,瑞典对战斗车辆的隐身性越来越感兴趣。一个雄心勃勃的技术示范项目启动了。其中一个成果是2002年向SPIE提出的针对签名管理量身定制的系统工程过程。(Olsson等人,A系统方法…,Proc. SPIE 4718)该过程用于瑞典/BAE系统公司Hägglunds AB开发的多用途装甲平台(瑞典语首字母缩写为SEP)。在开发完成之前,瑞典的采购政策发生了变化,从国内开发转向政府现成的采购,在此之前,瑞典武装部队将重点从国防转向远征任务。提出了对今后发展有价值的经验教训。它们是分别从对采购方和工业界关键人员的采访以及从文件审查中推断出来的。
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引用次数: 1
Multispectral analysis of biological agents to implement a quick tool for stand-off biological detection 实现生物制剂多光谱分析的快速远距离生物检测工具
Pub Date : 2015-10-21 DOI: 10.1117/12.2194988
M. Carestia, R. Pizzoferrato, M. Lungaroni, J. Gabriele, G. Ludovici, O. Cenciarelli, M. Gelfusa, A. Murari, A. Malizia, P. Gaudio
With the aim of identifying an approach to exploit the differences in the fluorescence signatures of biological agents BAs, we have investigated the response of some BAs simulants to a set of different excitation wavelengths in the UV spectral range (i.e. 266, 273, 280, 300, 340, 355 nm). Our preliminary results on bacterial spores and vegetative forms, dispersed in water, showed that the differences in the fluorescence spectra can be enhanced, and more easily revealed, by using different excitation wavelengths. Specifically, the photo luminescence (PL) spectra coming from different species of Bacillus, in the form of spores (used as simulants of Bacillus anthracis), show significant differences under excitation at all the wavelengths, with slightly larger differences at 300, 340, 355 nm. On the other hand, the vegetative forms of two Bacillus species, did not show any appreciable difference, i.e. the PL spectra are virtually identical, for the excitation wavelengths of 266, 273, 280 nm. Conversely, small yet appreciable difference appear at 300, 340, 355 nm. Finally, large difference appear between the spore and the vegetative form of each species at all the wavelengths, with slightly larger variations at 300, 340, 355 nm. Together, these preliminary results support the hypothesis that a multi-wavelength approach could be used to improve the sensitivity and specificity of UV-LIF based BAs detection systems. The second step of this work concerns the application of a Support Vector Regression (SVR) method, as evaluated in our previous work to define a methodology for the setup of a multispectral database for the stand-off detection of BAs.
为了找到一种方法来利用生物制剂BAs的荧光特征差异,我们研究了一些BAs模拟物在紫外光谱范围内(即266、273、280、300、340、355 nm)不同激发波长下的响应。我们对分散在水中的细菌孢子和营养形式的初步结果表明,使用不同的激发波长可以增强荧光光谱的差异,并且更容易显示。具体来说,不同种类芽孢杆菌孢子(作为炭疽芽孢杆菌的模拟物)的光发光光谱在所有波长的激发下都有显著差异,在300、340、355 nm处差异略大。另一方面,两种芽孢杆菌的营养形态在266,273,280nm激发波长下的PL光谱几乎相同,没有明显的差异。相反,在300,340,355 nm处出现微小但明显的差异。最后,各物种的孢子和营养形态在所有波长上都存在较大差异,在300、340、355nm处差异稍大。总之,这些初步结果支持了一个假设,即多波长方法可以用来提高基于UV-LIF的BAs检测系统的灵敏度和特异性。这项工作的第二步涉及支持向量回归(SVR)方法的应用,正如我们在之前的工作中所评估的那样,我们定义了一种用于建立BAs隔离检测的多光谱数据库的方法。
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引用次数: 1
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