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Quantum algorithms 量子算法
Pub Date : 2018-12-01 DOI: 10.1117/12.477420
Bilha Segev
I review a few of the most famous quantum algorithms, and discuss them from a practical perspective. What should a quantum system be able to do, in principle, to qualify as a quantum computer for which these algorithms work? The role of superposition, parallelism, and entanglement is discussed.
我回顾了几个最著名的量子算法,并从实际的角度讨论它们。原则上,量子系统应该做些什么,才有资格成为量子计算机,让这些算法发挥作用?讨论了叠加、平行和纠缠的作用。
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引用次数: 21
Consistency results for the ROC curves of fused classifiers 融合分类器ROC曲线的一致性结果
Pub Date : 2012-12-04 DOI: 10.1117/12.542284
Kristopher S. Bjerkaas, M. Oxley, K. Bauer
The U.S. Air Force is researching the fusion of multiple sensors and classifiers. Given a finite collection of classifiers to be fused one seeks a new classifier with improved performance. An established performance quantifier is the Receiver Operating Characteristic (ROC) curve. This curve allows one to view the probability of detection versus probability of false alarm in one graph. In reality only finite data is available so only an approximate ROC curve can be constructed. Previous research shows that one does not have to perform an experiment for this new fused classifier to determine its ROC curve. If the ROC curve for each individual classifier has been determined, then formulas for the ROC curve of the fused classifier exist for certain fusion rules. This will be an enormous saving in time and money since the performance of many fused classifiers will be determined without having to perform tests on each one. But, again, these will be approximate ROC curves, since they are based on finite data. We show that if the individual approximate ROC curves are consistent then the approximate ROC curve for the fused classifier is also consistent under certain circumstances. We give the details for these circumstances, as well as some examples related to sensor fusion.
美国空军正在研究多种传感器和分类器的融合。给定要融合的分类器的有限集合,人们寻求具有改进性能的新分类器。一个已建立的性能量化指标是受试者工作特征(ROC)曲线。这条曲线允许人们在一个图中查看检测概率与虚警概率。在现实中,只有有限的数据可用,因此只能构造一个近似的ROC曲线。先前的研究表明,人们不需要对这种新的融合分类器进行实验来确定其ROC曲线。如果已经确定了每个分类器的ROC曲线,则存在特定融合规则下的融合分类器的ROC曲线公式。这将大大节省时间和金钱,因为无需对每个分类器执行测试就可以确定许多融合分类器的性能。但是,同样,这些将是近似的ROC曲线,因为它们是基于有限的数据。我们证明,如果单个近似ROC曲线是一致的,那么在某些情况下,融合分类器的近似ROC曲线也是一致的。我们给出了这些情况的细节,以及一些与传感器融合相关的例子。
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引用次数: 0
Bio-inspired odor-based navigation 仿生气味导航
Pub Date : 2012-11-19 DOI: 10.1117/12.665842
M. Porter, J. Vasquez
The ability of many insects, especially moths, to locate either food or a member of the opposite sex is an amazing achievement. There are numerous scenarios where having this ability embedded into ground-based or aerial vehicles would be invaluable. This paper presents results from a 3-D computer simulation of an Unmanned Aerial Vehicle (UAV) autonomously tracking a chemical plume to its source. The simulation study includes a simulated dynamic chemical plume, 6-degree of freedom, nonlinear aircraft model, and a bio-inspired navigation algorithm. The emphasis of this paper is the development and analysis of the navigation algorithm. The foundation of this algorithm is a fuzzy controller designed to categorize where in the plume the aircraft is located: coming into the plume, in the plume, exiting the plume, or out of the plume.
许多昆虫,尤其是飞蛾,找到食物或异性的能力是一项惊人的成就。在许多情况下,将这种能力嵌入地面或空中交通工具将是非常宝贵的。本文介绍了无人驾驶飞行器(UAV)自动跟踪化学羽流到其来源的三维计算机模拟结果。仿真研究包括模拟的动态化学羽流、6自由度、非线性飞机模型和仿生导航算法。本文的重点是导航算法的开发和分析。该算法的基础是一个模糊控制器,用于对飞机在羽流中的位置进行分类:进入羽流,在羽流中,退出羽流或离开羽流。
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引用次数: 6
Objective evaluation of four SAR image segmentation algorithms 客观评价了四种SAR图像分割算法
Pub Date : 2012-11-19 DOI: 10.1117/12.438228
Jason B. Gregga, S. Gustafson, G. Power
Because of the large number of SAR images the Air Force generates and the dwindling number of available human analysts, automated methods must be developed. A key step towards automated SAR image analysis is image segmentation. There are many segmentation algorithms, but they have not been tested on a common set of images, and there are no standard test methods. This paper evaluates four SAR image segmentation algorithms by running them on a common set of data and objectively comparing them to each other and to human segmentations. This objective comparison uses a multi-measure approach with a set of master segmentations as ground truth. The measure results are compared to a Human Threshold, which defines the performance of human segmentors compared to the master segmentations. Also, methods that use the multi-measures to determine the best algorithm are developed. These methods show that of the four algorithms, Statistical Curve Evolution produces the best segmentations; however, none of the algorithms are superior to human segmentations. Thus, with the Human Threshold and Statistical Curve Evolution as benchmarks, this paper establishes a new and practical framework for testing SAR image segmentation algorithms.
由于空军生成的大量SAR图像和可用的人工分析人员数量减少,必须开发自动化方法。实现自动SAR图像分析的关键步骤是图像分割。分割算法有很多,但都没有在一组通用的图像上进行过测试,也没有标准的测试方法。本文通过在一组公共数据上运行四种SAR图像分割算法,并客观地将它们相互比较并与人类分割进行比较,从而评估了四种SAR图像分割算法。这种客观的比较使用了一种多度量方法,以一组主分割作为基础真值。测量结果与人类阈值进行比较,该阈值定义了人类分割器与主分割器相比的性能。此外,本文还提出了利用多度量来确定最佳算法的方法。结果表明,统计曲线进化算法的分割效果最好;然而,没有一种算法优于人工分割。因此,本文以人类阈值和统计曲线演化为基准,建立了一个新的实用的测试SAR图像分割算法的框架。
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引用次数: 3
Visual unified modeling language for the composition of scenarios in modeling and simulation systems 用于建模和仿真系统中场景组成的可视化统一建模语言
Pub Date : 2012-11-19 DOI: 10.1117/12.663672
M. Talbert, Daniel E. Swayne
The Department of Defense uses modeling and simulation systems in many various roles, from research and training to modeling likely outcomes of command decisions. Simulation systems have been increasing in complexity with the increased capability of low-cost computer systems to support these DOD requirements. The demand for scenarios is also increasing, but the complexity of the simulation systems has caused a bottleneck in scenario development due to the limited number of individuals with knowledge of the arcane simulator languages in which these scenarios are written. This research combines the results of previous efforts from the Air Force Institute of Technology in visual modeling languages to create a language that unifies description of entities within a scenario with its behavior using a visual tool that was developed in the course of this research. The resulting language has a grammar and syntax that can be parsed from the visual representation of the scenario. The language is designed so that scenarios can be described in a generic manner, not tied to a specific simulation system, allowing the future development of modules to translate the generic scenario into simulation system specific scenarios.
国防部在许多不同的角色中使用建模和仿真系统,从研究和培训到对指挥决策的可能结果进行建模。仿真系统的复杂性随着低成本计算机系统能力的提高而增加,以支持这些国防部要求。对场景的需求也在增加,但模拟系统的复杂性已经造成了场景开发的瓶颈,因为编写这些场景的个人数量有限。本研究结合了空军理工学院先前在可视化建模语言方面的成果,创建了一种语言,该语言使用在本研究过程中开发的可视化工具,将场景中的实体描述与其行为统一起来。生成的语言具有可以从场景的可视化表示中解析的语法和语法。该语言的设计使场景可以以通用的方式描述,而不是绑定到特定的仿真系统,允许模块的未来开发将通用场景转换为仿真系统特定的场景。
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引用次数: 1
Two-band DMD-based infrared scene simulator 基于双波段dmd的红外场景模拟器
Pub Date : 2009-02-12 DOI: 10.1117/12.778466
J. R. Dupuis, D. Mansur, G. Genetti
OPTRA is developing a two-band midwave infrared scene simulator based on digital micromirror devices (DMD). The simulator is intended for testing a number of different infrared tracking technologies. Our approach allows for the relative intensities of the two spectral bands to be varied for realistic simulations of an approaching target. The system employs a broadband IR (thermal) source whose energy is spectrally filtered via a series of bandpass filters acting as dichroic beamsplitters prior to being imaged onto two DMDs - one for each spectral band. The "on" reflected images from the two DMDs are then fused, expanded by a telescope, and transmitted towards the unit under test. The relative intensities of each spatial element of the two bands are controlled through the duty cycle of "on" versus "off" of the related micromirror. In this paper we present a breadboard design, build, and test which establishes the feasibility of our approach. A description of the opto-mechanical system is given along with radiometric performance projections. Results from breadboard testing, including maximum radiant intensity and radiant intensity resolution, and a series of simulated images are shown.
OPTRA正在开发一种基于数字微镜器件(DMD)的两波段中波红外场景模拟器。该模拟器用于测试多种不同的红外跟踪技术。我们的方法允许两个光谱带的相对强度变化,以实现接近目标的真实模拟。该系统采用宽带红外(热)源,其能量在成像到两个dmd(每个光谱带一个)之前,通过一系列作为二向色分光器的带通滤波器进行光谱滤波。然后,两个dmd的“开启”反射图像被融合,通过望远镜扩展,并传输到被测单元。两个波段中每个空间元素的相对强度是通过相关微镜的“开”与“关”占空比来控制的。在本文中,我们提出了一个面包板设计,构建和测试,以确定我们的方法的可行性。给出了光机械系统的描述以及辐射性能预测。给出了面包板测试结果,包括最大辐射强度和辐射强度分辨率,以及一系列模拟图像。
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引用次数: 10
Frontal sinus recognition for human identification 额窦识别用于人体识别
Pub Date : 2008-12-01 DOI: 10.1117/12.777706
Juan Rogelio Falguera, Fernanda Pereira Sartori Falguera, A. Marana
Many methods based on biometrics such as fingerprint, face, iris, and retina have been proposed for person identification. However, for deceased individuals, such biometric measurements are not available. In such cases, parts of the human skeleton can be used for identification, such as dental records, thorax, vertebrae, shoulder, and frontal sinus. It has been established in prior investigations that the radiographic pattern of frontal sinus is highly variable and unique for every individual. This has stimulated the proposition of measurements of the frontal sinus pattern, obtained from x-ray films, for skeletal identification. This paper presents a frontal sinus recognition method for human identification based on Image Foresting Transform and shape context. Experimental results (ERR = 5,82%) have shown the effectiveness of the proposed method.
基于指纹、人脸、虹膜、视网膜等生物特征的人脸识别方法已经被提出。然而,对于死亡的个体,这种生物特征测量是不可用的。在这种情况下,人类骨骼的某些部分可用于鉴定,如牙科记录、胸腔、椎骨、肩部和额窦。在先前的研究中已经确定,额窦的x线图像对每个人来说都是高度可变和独特的。这刺激了从x光片中获得的额窦模式测量的提议,用于骨骼识别。提出了一种基于图像森林变换和形状上下文的额窦人脸识别方法。实验结果(ERR = 5,82%)表明了该方法的有效性。
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引用次数: 11
A novel low cost alternative to THz for security and defence applications 一种新型的低成本太赫兹替代安全和国防应用
Pub Date : 2008-10-02 DOI: 10.1117/12.799676
G. Diamond, D. Hutchins, P. Pallav, R. Green
A novel technique of NIR imaging is presented that gives access to most of the applications currently published as being solely suitable for Terahertz (THz) waves. The technique uses NIR beams wavelengths found in ordinary domestic remote controls (circa 850 nm) and various signal recovery techniques commonly found in astronomy. This alternative technique can be realised by very simple and inexpensive electronics and is inherently far more portable and easy to use and no special sources are required. Transmission imaging results from this technique are presented from several industrial examples and various security applications and are compared and contrasted directly with their THz-derived counterparts. It would appear possible to very cheaply and simply emulate the performance of commercial terahertz systems at a fraction of the cost and with greatly reduced processing times Another advantage is that apart from imaging, this technique affords the means to provide simultaneous in-situ chemical-bond analysis for stand-off detection of certain chemical signatures - for example, those found in drugs and explosives (both molecular and oxidiser based). Also, unlike THz, this technique can penetrate bulk water and high humidity atmospheres and be used in transmission mode on biological and medical samples. Several results are presented of non-ionising X-ray type images that even differentiate between separate types of soft tissue
提出了一种新的近红外成像技术,该技术使目前发表的大多数应用仅适用于太赫兹(THz)波。该技术使用了普通家用遥控器中常见的近红外光束波长(约850纳米)和天文学中常用的各种信号恢复技术。这种替代技术可以通过非常简单和廉价的电子设备来实现,并且本质上更加便携和易于使用,并且不需要特殊的来源。从几个工业实例和各种安全应用中给出了该技术的透射成像结果,并直接与太赫兹衍生的对应结果进行了比较和对比。它似乎可以非常便宜和简单地模仿商业太赫兹系统的性能,成本只占一小部分,处理时间大大缩短。另一个优点是,除了成像之外,该技术还提供了同时进行原位化学键分析的手段,用于对某些化学特征进行远距离检测,例如,在药物和爆炸物中发现的化学特征(包括分子和氧化剂)。此外,与太赫兹不同,该技术可以穿透大量水和高湿度大气,并用于生物和医疗样品的传输模式。几种结果提出了非电离x射线型图像,甚至区分不同类型的软组织
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引用次数: 1
Uncooled amorphous silicon XGA IRFPA with 17μm pixel-pitch for high end applications 非冷却非晶硅XGA红外fpa, 17μm像素间距,用于高端应用
Pub Date : 2008-10-02 DOI: 10.1117/12.779488
B. Fièque, P. Robert, C. Minassian, M. Vilain, J. Tissot, A. Crastes, O. Legras, J. Yon
The high level of accumulated expertise by ULIS and CEA/LETI on uncooled microbolometers made from amorphous silicon enables ULIS to develop 1024 x 768 (XGA) IRFPAs with 17 μm pixel-pitch to build up the currently available product catalog. This detector has kept all the innovations developed on the full TV format Read Out Integrated Circuit (ROIC) (detector configuration by serial link, two video outputs, low power consumption and wide electrical dynamic range ...). The specific appeal of this unit lies in the high image resolution it provides. The reduction of the pixel-pitch turns this XGA array into a product well adapted for high resolution and compact systems. In the last part of the paper, we will look more closely at high electro-optical performances of this IRFPA; we will highlight the wide thermal dynamic range as well as the high characteristics uniformity and high pixel operability achieved thanks to the mastering of the amorphous silicon technology coupled with the ROIC design.
ULIS和CEA/LETI在非晶硅非冷却微辐射热计方面积累的高水平专业知识使ULIS能够开发1024 x 768 (XGA) 17 μm像素间距的irfpa,以建立目前可用的产品目录。该探测器保持了在全电视格式读出集成电路(ROIC)上开发的所有创新(探测器配置串行链路,两个视频输出,低功耗和宽电气动态范围…)。这种装置的特别吸引力在于它提供的高图像分辨率。像素间距的减小使这种XGA阵列成为一种适用于高分辨率和紧凑系统的产品。在本文的最后一部分,我们将更仔细地研究该红外焦平面反射镜的高电光性能;我们将重点介绍由于掌握非晶硅技术以及ROIC设计而实现的宽热动态范围以及高特性均匀性和高像素可操作性。
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引用次数: 24
IRST infrared background analysis of bay environments 海湾环境IRST红外背景分析
Pub Date : 2008-08-20 DOI: 10.1117/12.778449
P. Schwering, D. Bezuidenhout, W. H. Gunter, Francois P. J. le Roux, R. Sieberhagen
Present-day naval operations take place in coastal environments as well as narrow straits all over the world. Coastal environments around the world are exhibiting a number of threats to naval forces. In particular a large number of asymmetric threats can be present in environments with cluttered backgrounds as well as rapidly varying atmospheric conditions. During trials executed in False Bay a large amount of target, background and atmosphere data was gathered that is of use in analysis of optical characteristics of targets and backgrounds. During the trials a variety of backgrounds were recorded. We have used these backgrounds to validate the TNO background model MIBS to incorporate also coastal backgrounds and sunlit sea backgrounds. In the paper we show results of the background analysis, for coastal bay backgrounds. In particular the detection of small targets by automatic system may be hampered by small surface structure variations at the surface and near the horizon. The data that we analyzed are sea surface structure, temporal behaviour, and spectral differences during different environmental conditions that occurred during the trials. This data is essential to feed detection algorithms, and performance models for the assessment of sensor performance in coastal environment. Some sensor management approaches for application in IRST systems is discussed.
当今世界各地的海军作战都在沿海环境和狭窄的海峡中进行。世界各地的沿海环境对海军力量构成了一系列威胁。特别是在背景杂乱的环境以及快速变化的大气条件下,可能存在大量的不对称威胁。在False Bay进行试验期间,收集了大量目标、背景和大气数据,用于分析目标和背景的光学特性。在试验期间,记录了各种各样的背景。我们已经使用这些背景来验证TNO背景模型MIBS,以纳入沿海背景和阳光照射的海洋背景。在本文中,我们展示了沿海海湾背景的背景分析结果。特别是小目标的自动检测可能会受到小的表面结构变化在表面和接近地平线的阻碍。我们分析的数据是在试验期间不同环境条件下的海面结构、时间行为和光谱差异。这些数据对于馈送检测算法和评估沿海环境中传感器性能的性能模型至关重要。讨论了一些应用于IRST系统的传感器管理方法。
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引用次数: 11
期刊
SPIE Defense + Commercial Sensing
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