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MTS/IEEE Oceans 2001. An Ocean Odyssey. Conference Proceedings (IEEE Cat. No.01CH37295)最新文献

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A pilot-aid for ROV based tracking of gelatinous animals in the midwater 一种用于水下机器人跟踪水中胶状动物的辅助导航装置
J. Rife, S. Rock
A visual tracking system installed on MBARI ROV Ventana has demonstrated fully autonomous tracking of a gelatinous animal in the waters of Monterey Bay, California. The device, intended as an aid for human ROV pilots, will increase the feasible duration of observational experiments in the field of marine biology. This work describes the automation system and the challenges encountered during its development. These challenges have been addressed during ocean dives, throughout which the system has demonstrated robustness to the ROV operational environment and to the difficulties of imaging in the deep ocean.
安装在MBARI ROV Ventana上的视觉跟踪系统展示了对加利福尼亚州蒙特利湾水域中胶状动物的完全自主跟踪。该装置旨在为人类ROV飞行员提供辅助,将增加海洋生物学领域观测实验的可行时间。本工作描述了自动化系统及其开发过程中遇到的挑战。在海洋潜水过程中,这些挑战都得到了解决,在整个过程中,该系统已经证明了其对ROV操作环境和深海成像困难的鲁棒性。
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引用次数: 18
On the distribution of small-scale roughness at the edges of monomolecular surface films 单分子表面膜边缘的小尺度粗糙度分布
M. Gade, P. A. Lange
The authors have carried out wind-wave tank measurements of wave slopes, radar backscattering, and video image intensity, while the water surface was covered with small patches of surface-active material. Their results show that, at low wind speed, the slick patches consist of regions of different damping behavior caused by the freshly spread slick. By analyzing the radar Doppler shifts they could show that the distribution of bound and freely propagating waves along a slick patch strongly varies. Since the video camera is less sensitive to the observed small-scale features they support the use of such devices for automated slick detection.
当水面被小块的表面活性物质覆盖时,作者对波浪斜率、雷达后向散射和视频图像强度进行了风波槽测量。他们的研究结果表明,在低风速下,浮油斑块由新扩散的浮油引起的不同阻尼行为区域组成。通过分析雷达多普勒频移,他们可以发现沿光滑斑块的束缚波和自由传播波的分布有很大的变化。由于摄像机对观察到的小尺度特征不太敏感,因此支持使用此类设备进行自动光滑检测。
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引用次数: 0
Detection of small man-made objects in sector scan imagery using neural networks 基于神经网络的扇形扫描图像微小人造物体检测
S. Perry, L. Guan
This paper presents a neural network based system to detect small man-made objects in sequences of sector scan sonar images. The detection of such objects is considered out to ranges of 150 metres using a forward-looking sonar system mounted on a vessel. After an initial cleaning operation performed by compensating for the motion of the vessel, the imagery was segmented to extract objects for analysis. A set of 31 features extracted from each object was examined. These features consisted of basic object size and contrast features, shape moment-based features, moment invariants, and features extracted from the second-order histogram of each object. The best set of 15 features was then selected using sequential forward selection and sequential backward selection. These features were then used to train a neural network to detect man-made objects in the image sequences. The detector achieved a 97% accuracy at a mean false positive rate of 9 per frame.
提出了一种基于神经网络的扇形扫描声纳图像序列小物体检测系统。使用安装在船上的前视声纳系统,可以在150米范围内探测到此类物体。通过补偿血管的运动进行初始清洗操作后,图像被分割以提取对象进行分析。从每个目标中提取31个特征进行检查。这些特征包括基本的目标大小和对比度特征、基于形状矩的特征、矩不变量和从每个目标的二阶直方图中提取的特征。然后使用顺序正向选择和顺序向后选择来选择15个特征的最佳集合。然后,这些特征被用来训练神经网络来检测图像序列中的人造物体。该检测器在每帧平均误报率为9的情况下达到了97%的准确率。
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引用次数: 11
3-D mapping of sea floor scenes by stereo imaging 通过立体成像绘制海底场景的三维地图
A. Khamene, H. Madjdi, S. Negahdaripour
We investigate the recovery of 3D motion and structure from the stereo images of a stationary environment. A Kalman filter-based framework is proposed for the reconstruction of 3D structure from multiple visual cues, through the integration of image motion and stereo disparity with the shading flow that is induced by the rotational motion of the source. This allows the exploitation of available visual cues in the common scenario involving the coupled motion of artificial source(s) and stereo cameras that are installed on mobile submersible vehicles. Utilizing shading flow with the image motion leads to devising a more robust 3D motion estimation algorithm, in addition to the critical role in depth recovery/refinement by constraining the local surface gradients. Collectively, use of multiple cues enhances robustness with respect to perturbation in any of the cues. Results of experiments with real imagery are presented to evaluate the performance of the proposed algorithm.
我们研究了从静止环境的立体图像中恢复三维运动和结构。提出了一种基于卡尔曼滤波的框架,通过将图像运动和立体视差与光源旋转运动引起的阴影流相结合,从多个视觉线索中重建三维结构。这允许在常见场景中利用可用的视觉线索,包括安装在移动潜水器上的人工光源和立体摄像机的耦合运动。利用阴影流与图像运动导致设计一个更强大的3D运动估计算法,除了在深度恢复/细化通过限制局部表面梯度的关键作用。总的来说,使用多个线索增强了对任何线索中扰动的鲁棒性。通过真实图像的实验结果来评价该算法的性能。
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引用次数: 9
Inland electronic navigational charts in the U.S. Army Corps of Engineers 美国陆军工程兵团的内陆电子航海图
R. Mann
The U.S. Army Corps of Engineers (USACE) is responsible for the maintenance, efficiency, and safe navigation of more than 25,000 miles of commercially navigable channels in the U.S. Historically, the Corps has produced paper charts for this purpose with the result being 22 chart books covering 9 waterway systems. These chart books are at varying scales, accuracies, and layouts with little consistency among the districts. With the advent of powerful computing hardware and robust GIS software, as well as digital data structures and dictionaries for electronic charts, USACE is developing river electronic navigational charts for the nation's waterway users. The purpose is to provide consistent, accurate and current navigational information in an electronic chart format to ensure the efficiency and safety of the nation's waterways. Estimated funds required for this are approximately $42M over 5 years. In cooperation with several agencies (National Oceanic and Atmospheric Administration (NOAA)) and the U.S. Coast Guard (USCG) and organizations (Inland Waterway User Board and American Waterway Operators), we are conducting several pilot projects in 2001 along the rivers to gain experience and knowledge in developing electronic charts. Initially, an industry standard file format was identified and implemented. The exchange of navigational data is achieved through the S-57 transfer standard using the S-52 data dictionary. Most countries recognize these object-based standards from the International Hydrographic Office (IHO). Reasons for using the S-57 standard are that NOAA is implementing this standard for its coastal charts, it provides a common standard for all Corps offices, it is used by most electronic chart vendors, is well suited to chart updates and fits well with other Corps spatial data users.
美国陆军工程兵团(USACE)负责美国25000多英里商业航道的维护、效率和安全航行。历史上,该兵团为此目的制作了纸质海图,结果是22本海图,涵盖9个水道系统。这些海图的比例尺、精度和布局各不相同,各地区之间的一致性不大。随着强大的计算硬件和强大的GIS软件的出现,以及电子海图的数字数据结构和字典,USACE正在为全国水道用户开发河流电子海图。其目的是以电子海图格式提供一致、准确和最新的导航信息,以确保国家水道的效率和安全。这项工作估计在5年内所需资金约为4200万美元。我们与几个机构(美国国家海洋和大气管理局)、美国海岸警卫队(USCG)和一些组织(内河航道用户委员会和美国航道运营商)合作,在2001年沿着河流开展了几个试点项目,以获得开发电子海图的经验和知识。最初,确定并实现了行业标准文件格式。导航数据的交换是通过S-57传输标准使用S-52数据字典实现的。大多数国家都承认国际海道测量局(IHO)的这些基于物体的标准。使用S-57标准的原因是NOAA正在为其海岸海图实施这一标准,它为所有海军陆战队办公室提供了一个共同的标准,它被大多数电子海图供应商使用,非常适合海图更新,并与其他海军陆战队空间数据用户很好地配合。
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引用次数: 1
Estimation of error in large area underwater photomosaics using vehicle navigation data 基于车辆导航数据的大面积水下摄影误差估计
C. Roman, H. Singh
Creating geometrically accurate photomosaics of underwater sites using images collected from an AUV or ROV is a difficult task due to dimensional errors which grow as a function of 3D image distortion and the mosaicking process. Although photomosiacs are accurate locally their utility for accurately representing a large survey area is jeopardized by this error growth. Evaluating the error in a mosaic is the first step in creating globally accurate photomosaics of an unstructured environment with bounded error. Using vehicle navigation data and sensor offsets it is possible to estimate the error present in large area photomosaics independent of the mosaic construction method. This paper presents a study of the error sources and an estimation of the error growth across an underwater photomosaic. World coordinate locations of the individual image centers are projected into the image coordinate space of the mosaic. The spatial error is then shown as the divergence between the position of the corresponding image centers in the mosaic and the positions determined by the navigation projection. Accurate world coordinate system position estimates of the image centers are obtained from the on board navigation sensors and the EXACT acoustic navigation system. Several large area mosaics using imagery collected by the JASON ROV are shown as examples.
利用从AUV或ROV收集的图像创建几何精确的水下地点的显微图像是一项艰巨的任务,因为三维图像失真和拼接过程会产生尺寸误差。虽然显微仪在局部是精确的,但这种误差的增长危及了它们准确表示大范围调查区域的效用。评估马赛克中的误差是创建具有有限误差的非结构化环境的全局精确的photomosics的第一步。利用车辆导航数据和传感器的偏移量,可以估计出与拼接构造方法无关的大面积显微图像的误差。本文研究了水下图像的误差来源,并对误差增长进行了估计。各个图像中心的世界坐标位置被投影到马赛克的图像坐标空间中。空间误差表示为马赛克中相应图像中心的位置与导航投影确定的位置之间的散度。通过机载导航传感器和EXACT声学导航系统获得图像中心的精确世界坐标系位置估计。以JASON ROV采集的图像为例,展示了几个大面积的马赛克。
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引用次数: 7
A method for terrain navigation of an AUV 一种水下航行器地形导航方法
I. Nygren
The purpose of the paper is to describe a method for accurately determining the position of an autonomous underwater vehicle (AUV) in shallow waters. The method is conceptually simple. It involves measuring the seabed topography with a few sonar pings over a limited area by an ordinary bathymetric multibeam sonar. These measurements are then correlated with existing underwater maps. The paper deals with the positioning problem by an elementary theoretical discussion and then presents some results from a simulation study conducted with the Reson SeaBat 9001 multibeam bathymetric sonar. It also presents the results of a verification sea trial in a flat-bottom area using the same sonar.
本文的目的是描述一种在浅水中精确确定自主水下航行器(AUV)位置的方法。这个方法在概念上很简单。它包括用普通的测深多波束声纳在有限区域内用几个声纳脉冲测量海底地形。然后将这些测量结果与现有的水下地图相关联。本文对定位问题进行了初步的理论讨论,然后给出了用Reson SeaBat 9001多波束测深声纳进行仿真研究的一些结果。文中还介绍了在平底海域使用相同声纳进行验证性海试的结果。
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引用次数: 5
Algorithm fusion for automated sea mine detection and classification 基于算法融合的水雷自动探测与分类
G. Dobeck
The fusion of multiple detection/classification algorithms is proving a very powerful approach for dramatically reducing false alarm rate, while still maintaining a high probability of detection and classification. This has been demonstrated in several Navy sea tests. The high-resolution sonar is one of the principal sensors used by the Navy to detect and classify sea mines in mine hunting operations. For such sonar systems, substantial effort has been devoted to the development of automated detection and classification (D/C) algorithms. These have been spurred by several factors including (1) aids for operators to reduce work overload, (2) more optimal use of all available data, and (3) the introduction of unmanned mine hunting systems. The environments where sea mines are typically laid (harbor areas, shipping lanes, and the littorals) give rise to many false alarms caused by natural, biologic, and man-made clutter. The objective of the automated D/C algorithms is to eliminate most of these false alarms while still maintaining a very high probability of mine detection and classification (PdPc). The benefits of fusing the outputs of multiple D/C algorithms have been studied. We refer to this as algorithm fusion. The results have been remarkable, including reliable robustness to new environments. Even though our experience has been gained in the area of sea mine detection and classification, the principles described herein are general and can be applied to fusion of any D/C problem (e.g., automated medical diagnosis or automatic target recognition for ballistic missile defense).
多种检测/分类算法的融合被证明是一种非常有效的方法,可以在保持高检测和分类概率的同时显著降低误报率。这已经在几次海军海上试验中得到证实。高分辨率声纳是海军在猎雷行动中用于探测和分类水雷的主要传感器之一。对于这样的声纳系统,大量的努力已经投入到自动检测和分类(D/C)算法的发展。这是由以下几个因素推动的:(1)帮助操作员减少工作负荷,(2)更优化地利用所有可用数据,以及(3)引入无人猎雷系统。通常埋设水雷的环境(港区、航道和沿海地区)会产生许多由自然、生物和人为杂波引起的假警报。自动化D/C算法的目标是消除大多数这些假警报,同时仍然保持非常高的地雷探测和分类(PdPc)的概率。研究了融合多种D/C算法输出的好处。我们称之为算法融合。结果是显著的,包括对新环境的可靠稳健性。尽管我们在水雷探测和分类领域获得了经验,但本文所述的原则是一般性的,可应用于任何D/C问题的融合(例如,用于弹道导弹防御的自动医疗诊断或自动目标识别)。
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引用次数: 71
Hybrid acoustic and RF data telemetry systems concepts with experimental results 混合声学和射频数据遥测系统的概念与实验结果
E. Will, G. Edelson, D. Nagle
Communications with submerged platforms and instruments continues to pose a limitation on undersea activities. Advancements in underwater acoustic data communications have eased these limitations. Even though significant advancements have been made in the development of underwater acoustic data telemetry with respect to range and data throughput in the past few years, telemetry at useful data rates with submerged assets over very long ranges is unlikely to be achieved directly with a single acoustic link due to the complexity of the acoustic channel and limited propagation ranges. One solution is to employ a hybrid acoustic-RF communications approach, using buoys to convert acoustic signals to and from RF signals. This solution provides real-time two-way communications to distant surface ships, aircraft and/or satellites that can act as relays to integrate undersea communications into RF and terrestrial communications networks.
与水下平台和仪器的通信继续对海底活动造成限制。水声数据通信的进步缓解了这些限制。尽管在过去几年中,水声数据遥测技术在范围和数据吞吐量方面取得了重大进展,但由于声学通道的复杂性和传播范围的限制,单声链路不太可能直接实现对水下资产进行远距离有用数据速率的遥测。一种解决方案是采用混合声学-射频通信方法,使用浮标将声学信号转换为射频信号。该解决方案为遥远的水面舰艇、飞机和/或卫星提供实时双向通信,这些卫星可以作为中继将海底通信集成到射频和地面通信网络中。
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引用次数: 1
Towed mapping of the effluent plume from a coastal ocean outfall 沿海海洋排水口流出物羽流的拖曳测绘
B. Jones, A. Barnett, G. Robertson
The dispersion of effluent from coastal ocean sewage outfalls has continued to be a difficult problem to study in situ. The spatial extent of the detectable effluent field is an important question for understanding the range of potential impacts from the effluent plume. Sampling around large southern California sewage outfalls is done using automated water column profilers (i.e., CTDs) at designated stations, typically centered on the outfall. Discrete water samples, if taken, are collected at predefined depths. While this method of sampling allows for analysis of the environmental impacts to the receiving water from these outfalls, the data have shown that the studies are inadequate for determining the vertical and horizontal spatial extents of these subsurface wastewater fields. To address this issue, the Orange County Sanitation District (OCSD), California supplemented its normal receiving water sampling by using a Guildline Minibat towed underwater vehicle, equipped with a CTD and in situ pumping system, to map the distribution of physical, bio-optical, chemical, and bacterial variables in the vicinity of its outfall. The mapping demonstrates that the plume is clearly present for distances of at least 12.5 km in either direction from the outfall, depending on the current direction. The mapping results allow comparison with results from traditional receiving water monitoring and plume models of initial height, dilution, and thickness.
沿海海洋排污口流出物的扩散一直是一个难以就地研究的问题。可探测的流出场的空间范围是了解流出羽流潜在影响范围的一个重要问题。在南加州大型污水排放口周围的采样是使用指定站点的自动水柱分析器(即CTDs)完成的,通常以排放口为中心。离散的水样,如果采取,收集在预定的深度。虽然这种采样方法可以分析这些排放口对接收水的环境影响,但数据表明,这些研究不足以确定这些地下废水场的垂直和水平空间范围。为了解决这个问题,加州奥兰治县卫生区(OCSD)使用Guildline Minibat拖曳式水下航行器(配备CTD和原位泵送系统)补充了其正常的接收水采样,以绘制其出水口附近的物理、生物光学、化学和细菌变量的分布图。地图显示,根据目前的方向,在离排放口至少12.5公里的任何一个方向上,烟羽都清楚地存在。测绘结果可以与传统的接收水监测结果和羽流模型的初始高度、稀释度和厚度进行比较。
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引用次数: 14
期刊
MTS/IEEE Oceans 2001. An Ocean Odyssey. Conference Proceedings (IEEE Cat. No.01CH37295)
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