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COMPARISON OF IMAGE ENHANCEMENT TECHNIQUES FOR RAPID PROCESSING OF POST FLOOD IMAGES 洪水后图像快速处理的图像增强技术比较
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-45-2020
M. Harichandana, V. Sowmya, V. Sajithvariyar, R. Sivanpillai
Abstract. Satellite images are widely used for assessing the areal extent of flooded areas. However, presence of clouds and shadow limit the utility of these images. Numerous digital algorithms are available for enhancing such images and highlighting areas of interest. These algorithms range from simple to complex, and the time required to process these images also varies considerably. For disaster response, it is important to select an algorithm that can enhance the quality of the images in relatively short time. This study compared the relative performance of five traditional (Histogram Equalization, Local Histogram Equalization, Contrast Limited Adaptive Histogram Equalization, Gamma Correction, and Linear Contrast Stretch) algorithms for enhancing post-flood satellite images. Flood images with different levels of clouds and shadows were enhanced and output generated were evaluated in terms of processing time and quality as measured by Blind/Reference less Image Spatial Quality Evaluator (BRISQUE), a no-reference image quality metric. Findings from this study will provide valuable information to image analysts for selecting a suitable algorithm for rapidly processing post-flood satellite images.
摘要卫星图像被广泛用于评估洪水地区的面积范围。然而,云层和阴影的存在限制了这些图像的效用。许多数字算法可用于增强这些图像和突出感兴趣的区域。这些算法从简单到复杂,处理这些图像所需的时间也有很大差异。对于灾害响应,选择一种能在较短时间内提高图像质量的算法是很重要的。本研究比较了五种传统(直方图均衡化、局部直方图均衡化、对比度有限自适应直方图均衡化、伽玛校正和线性对比度拉伸)算法在增强洪水后卫星图像方面的相对性能。对具有不同云层和阴影水平的洪水图像进行增强,并根据处理时间和质量对生成的输出进行评估,这是由盲/无参考图像空间质量评估器(BRISQUE)测量的,这是一种无参考图像质量度量。本研究结果将为图像分析人员选择合适的算法快速处理洪水后卫星图像提供有价值的信息。
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引用次数: 4
UAS LIDAR MAPPING OF AN ARCTIC TUNDRA WATERSHED: CHALLENGES AND OPPORTUNITIES 北极冻土带流域激光雷达制图:挑战与机遇
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-1-2020
A. Collins, C. Andresen, L. Charsley-Groffman, T. Cochran, J. Dann, E. Lathrop, G. Riemersma, E. Swanson, A. Tapadinhas, C. J. Wilson
Abstract. Uncrewed aircraft systems (UAS) are increasingly used across disciplines in academic research. We deployed a heavy-lift UAS (
摘要无人驾驶飞机系统(UAS)越来越多地应用于跨学科的学术研究中。我们部署了一架重型无人机(
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引用次数: 1
DEVELOPING GEOSPATIAL SCIENTISTS – USING STUDENTS AS PARTNERS IN DRONE RESEARCH 培养地理空间科学家——利用学生作为无人机研究的合作伙伴
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-69-2020
T. McKee, L. Hashemi-Beni
Abstract. The U.S. Department of Labor Occupational Outlook Handbook predicts geospatial careers to increase much faster than average (15%) from 2018 to 2028 with no additional on-the-job training expected. Geospatial professionals can assist in promoting these career opportunities by mentoring high school students through real-world and transferable-skill building activities. The aim is to enhance students’ awareness and stimulate their interest towards STEM education and careers, especially in geospatial data analytics. This area of study incorporates a variety of modern-day tools for analyzing and mapping the Earth. The technology used offers a radically different way in which geospatial scientist produce and use the geospatial information required to manage a large variety of communities and industries.
摘要美国劳工部职业展望手册预测,从2018年到2028年,地理空间职业的增长速度将远高于平均水平(15%),预计不会有额外的在职培训。地理空间专业人员可以通过指导高中生进行现实世界和可转移技能建设活动来帮助促进这些职业机会。其目的是提高学生的意识,激发他们对STEM教育和职业的兴趣,特别是在地理空间数据分析方面。这一领域的研究结合了各种现代工具来分析和绘制地球。所使用的技术提供了一种完全不同的方式,在这种方式中,地理空间科学家生产和使用管理各种社区和行业所需的地理空间信息。
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引用次数: 1
PHOTOGRAMMETRIC MODELING OF SUBTERRANEAN FEATURES THROUGH THREE-DIMENSIONAL SOFTWARE ANALYSIS 通过三维软件分析对地下地物进行摄影测量建模
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-95-2020
J. Sepúlveda, J. Capps, K. Johnson, C. Parada, A. Garcia, K. Sestak
Abstract. LiDAR is a popular and accurate method for mapping that can be utilized for three-dimensional model analysis. However, the equipment set-up and usage can become tedious, and ultimately impractical when applied to locations that are remote and confined in nature. In this investigation, three-dimensional analysis was conducted within a cave system. With this, limitations of LiDAR technology in these conditions become prominent; mapping non-planar surfaces can cause a potential decrease of the quality of the point cloud data. In all, a LiDAR application would be an inefficient use of methodology to conduct this investigation. This prompted a need to set-up and conduct a photogrammetric based evaluation. With this, smartphone camera technology was used in conjunction with free-to-use software and three-dimensional modeling applications. Through the use of photogrammetric concepts and structure from motion software, a three-dimensional model of the cave can be generated. Long term, this model can also be utilized to document the impact and health of the cave system. For the methodology, the on-sight portion of the investigation relied heavily on smartphone camera technology. The procedure draws parallels to drone paths; specifically, two flight-plans were developed to evaluate different perspectives within a 15 by 15 meter space in the cave. Within each flight path, the use of photo overlapping techniques established a denser and more fluid point cloud model. Once the data was processed, two different three-dimensional models of the cave were created. From those models, the point cloud data was extracted in order to merge the two separate models. Afterwards, the models underwent several format conversions in order to import it into the Unity game engine. The final result is an accurate three-dimensional model of the cave that is viewable and playable in a simple video game platform.
摘要激光雷达是一种流行的、精确的测绘方法,可用于三维模型分析。然而,设备的设置和使用可能会变得繁琐,并且当应用于偏远和自然受限的位置时,最终会变得不切实际。在这次调查中,在一个洞穴系统中进行了三维分析。因此,激光雷达技术在这些条件下的局限性变得突出;映射非平面表面可能会导致点云数据质量的潜在下降。总之,激光雷达应用程序将是一种低效的方法来进行这项调查。这促使需要建立并进行基于摄影测量的评估。因此,智能手机相机技术与免费使用的软件和三维建模应用程序结合使用。通过使用摄影测量概念和运动软件的结构,可以生成洞穴的三维模型。从长远来看,这个模型也可以用来记录洞穴系统的影响和健康状况。就调查方法而言,现场调查部分严重依赖智能手机摄像头技术。该程序绘制与无人机路径的平行线;具体来说,开发了两个飞行计划,以评估洞穴中15米乘15米空间内的不同视角。在每个飞行路径内,使用照片重叠技术建立了一个更密集和更流畅的点云模型。一旦数据被处理,洞穴的两个不同的三维模型就被创建出来了。从这些模型中提取点云数据,以便合并两个独立的模型。之后,为了将模型导入Unity游戏引擎,模型经历了数次格式转换。最终的结果是一个精确的洞穴三维模型,可以在一个简单的视频游戏平台上看到和玩。
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引用次数: 0
SPATIAL DIFFERENCES IN FRESH VEGETABLE SPENDING: A CASE STUDY IN GUILFORD COUNTY, NORTH CAROLINA 新鲜蔬菜消费的空间差异:以北卡罗来纳州吉尔福德县为例
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-73-2020
H. Miao, L. Hashemi-Beni, T. Mulrooney, L. Kurkalova, C. Liang, M. Jha, G. Monty
Abstract. This paper investigates the spatial differences in fresh vegetable spending in Guilford County, North Carolina. We create a geo-coded spatial-temporal database for both human factors and natural factors to understand why food deserts have become a serious issue in a county with many farming activities. We find that residents living in food deserts do not buy enough fresh vegetables compared with their counterparts, even when they are shopping at full-service grocery stores. Social-economic factors are most sensitive and are important determinants of fresh food demand. Using an agent-based toy model, we find that fresh vegetable demand in each census tract in Guilford County varies to a large extent. The results suggest that the formation of food deserts may root from the demand side.
摘要本文研究了北卡罗来纳州吉尔福德县新鲜蔬菜消费的空间差异。我们创建了一个包含人为因素和自然因素的地理编码时空数据库,以了解为什么食物沙漠在一个农业活动众多的县成为一个严重的问题。我们发现,生活在食物沙漠中的居民,即使在提供全方位服务的杂货店购物,也不会购买足够的新鲜蔬菜。社会经济因素最为敏感,是新鲜食品需求的重要决定因素。利用基于agent的玩具模型,我们发现吉尔福德县各人口普查区的新鲜蔬菜需求存在较大差异。研究结果表明,食物沙漠的形成可能源于需求侧。
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引用次数: 0
ASSESSMENT OF THE PRECISION OF A SMART-PHONE POLE PHOTOGRAMMETRY FOR A SECOND-ORDER CLIFF SURFACE DEFORMATION STUDIES 智能手机杆摄影测量在二阶悬崖表面变形研究中的精度评估
Pub Date : 2020-11-17 DOI: 10.5194/isprs-archives-xliv-m-2-2020-15-2020
M. Eboigbe, D. Kidner
Abstract. Coastal cliff is almost a vertical elongated structure with a wave-cut notch and a landslip. Cliffs are geological formations with an almost unpredictable and unstoppable detachment between constitutes formations. Due to health, safety, environmental, and military restrictions, there are more regulations and restrictions on the use of drones. There are also the issues of portability and high cost for the purchase of hybrid drones and Terrestrial Laser Scanners (TLS). These negate the regular monitoring of the coastal cliff. This research develops a rapid, low-cost, and precise digital photogrammetry methodology for the continuous monitoring of the cliff by using the pole as the platform and a mobile phone as a sensor. The most practical vertical camera angle, image overlaps, survey distance to the cliff, and realistic time range for surveys are all determined from the basic surveying principles. Precise geometrically related point clouds generated are with or without the Global Navigation Satellite Systems (GNSS). The standard deviation for “alignment and surface deviation” at every point on each point cloud is ± 0.05 m in the Northing and ± 0.12 m on the Easting’s for the self-calibrated digital camera and without the use of GNSS control points. With the GNSS controls, the maximum deviation in the XYZ coordinates is ± 5 cm. Change analysis performed identifies areas of cut, fill, and the segment of threats in all point clouds. The photogrammetric technique developed is very cheap, simple, and reliable with minimum labor. The results obtained indicate the applicability of this methodology for second-order cliff Deformation study.
摘要海岸悬崖几乎是一个垂直的细长结构,具有波浪切割的缺口和山体滑坡。悬崖是一种地质构造,在构成的构造之间有着几乎不可预测和不可阻挡的分离。由于健康、安全、环境和军事方面的限制,对无人机的使用有更多的规定和限制。购买混合无人机和地面激光扫描仪(TLS)也存在便携性和高成本的问题。这使得对海岸悬崖的常规监测失效。本研究开发了一种快速、低成本、精确的数字摄影测量方法,以杆子为平台,以手机为传感器,实现对悬崖的连续监测。最实用的垂直相机角度、图像重叠、测量到悬崖的距离以及测量的真实时间范围都是根据基本测量原理确定的。无论是否使用全球导航卫星系统(GNSS),都可以生成精确的几何相关点云。自标定数码相机在不使用GNSS控制点的情况下,各点云上各点的“对中与面偏差”标准差为北±0.05 m,东±0.12 m。在GNSS控制下,XYZ坐标的最大偏差为±5厘米。执行的变更分析确定了所有点云中的切割、填充区域和威胁段。所开发的摄影测量技术非常便宜、简单、可靠,只需最少的劳动力。结果表明,该方法适用于二阶悬崖变形研究。
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引用次数: 2
ON THE CHALLENGE OF SERVICE RECOMMENDATION TO MOBILE USERS IN SMART CITIES: CONTEXT AND ARCHITECTURE 智慧城市中向移动用户推荐服务的挑战:语境与架构
Pub Date : 2020-09-15 DOI: 10.5194/isprs-archives-xliv-4-w2-2020-1-2020
A. Ameur, S. Ichou, S. Hammoudi, A. Benna, A. Meziane
Abstract. The industrial and academic interest of the research on mobile service recommendation systems based on a wide range of potential applications has significantly increased, owing to the rapid progress of mobile technologies. These systems aim to recommend the right product, service or information to the right mobile users at anytime and anywhere. In smart cities, recommending such services becomes more interesting but also more challenging due to the wide range of information that can be obtained on the user and his surrounding. This quantity and variety of information create problems in terms of processing as well as the problem of choosing the right information to use to offer services. We consider that to provide personalized mobile services in a smart city and know which information is relevant for the recommendation process, identifying and understanding the context of the mobile user is the key. This paper aims to address the issue of recommending personalized mobile services in smart cities by considering two steps: defining the context of the mobile user and designing an architecture of a system that can collect and process context data. Firstly, we propose an UML-based context model to show the contextual parameters to consider in recommending mobile services in a smart city. The model is based on three main classes from which others are divided: the user, his device and the environment. Secondly, we describe a general architecture based on the proposed context model for the collection and processing of context data.
摘要由于移动技术的快速发展,工业界和学术界对基于广泛潜在应用的移动服务推荐系统的研究兴趣显著增加。这些系统旨在随时随地向合适的移动用户推荐合适的产品、服务或信息。在智慧城市中,推荐这类服务变得更有趣,但也更具挑战性,因为可以获得关于用户及其周围环境的广泛信息。这种数量和种类的信息在处理方面产生了问题,以及选择正确的信息来提供服务的问题。我们认为,要在智慧城市中提供个性化的移动服务,并了解哪些信息与推荐过程相关,识别和理解移动用户的背景是关键。本文旨在通过考虑两个步骤来解决在智慧城市中推荐个性化移动服务的问题:定义移动用户的上下文和设计一个可以收集和处理上下文数据的系统架构。首先,我们提出了一个基于uml的上下文模型,以显示在智能城市中推荐移动服务时需要考虑的上下文参数。该模型基于三个主要类别:用户、他的设备和环境。其次,我们描述了一个基于上下文模型的通用架构,用于收集和处理上下文数据。
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引用次数: 0
MOBILE LASER SCANNING IN HIGHLY URBANIZED AREA – A CASE STUDY IN SOFIA 高度城市化地区的移动激光扫描——以索非亚为例
Pub Date : 2020-09-15 DOI: 10.5194/isprs-archives-xliv-4-w2-2020-29-2020
C. Mickrenska‑Cherneva, A. Alexandrov
Abstract. The paper examines the possibility to create a three-dimensional model of cadastral objects – cadastral parcels and buildings, exploring different spatial data acquisition technologies. Four cadastral parcel and part of the buildings situated in them are selected for the range of the task. Self-contained objects located in buildings have not been examined. The objects are located on the territory of Lozenets District, Sofia, which is highly urbanized part of the capital. In order to create a three-dimensional model, classical land surveying measurements with a total station and mobile laser scanning were performed. In addition, the acquired data is assessed. It is made by comparing measurements of the building to the measurements of the registered point cloud. The assessment results show that the mobile laser scanning technology is efficient to reproduce high quality and accurate data for existing building structures due to MLS advantages – the large range, high accuracy, fast data acquisition and high level of detail. The paper is a part of Alexander Alexandrov master thesis.
摘要本文探讨了创建地籍物体三维模型的可能性——地籍包裹和建筑物,探索了不同的空间数据采集技术。四个地籍地块和位于其中的部分建筑被选择用于任务范围。位于建筑物内的独立物体尚未被检查。这些物品位于索非亚的Lozenets区,这是首都高度城市化的一部分。为了建立三维模型,使用全站仪和移动激光扫描进行了经典的土地测量测量。此外,还对获取的数据进行了评估。它是通过将建筑物的测量值与注册点云的测量值进行比较而得到的。评估结果表明,移动激光扫描技术具有范围大、精度高、数据采集速度快、细节水平高的优点,可有效再现现有建筑结构的高质量、准确数据。本文是亚历山大·亚历山德罗夫硕士论文的一部分。
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引用次数: 0
KNOWLEDGE MODELING FOR HERITAGE CONSERVATION PROCESS: FROM SURVEY TO HBIM IMPLEMENTATION 遗产保护过程的知识建模:从调查到hbim实施
Pub Date : 2020-09-03 DOI: 10.5194/isprs-archives-xliv-4-w1-2020-19-2020
F. Di Stefano, A. Gorreja, E. Malinverni, C. Mariotti
Abstract. This paper aims to develop a strategy for architectural knowledge modeling in order to actively support the built heritage conservation process by fostering collaboration among stakeholders and interoperability between datasets. The integration of two modeling systems, one ontology-based and one in BIM environment, seems to be the right way to meet this objective: the former is rather exhaustive to represent the semantic contents of conservation activities, especially non-geometrical data, the latter is absolutely suitable to represent the logic of the construction, above all geometrical-constructive aspects typical of any architectural organism. Thus, this study proposes a side-by-side approach to synchronize these different ways of representing reality by managing the complexity of cultural heritage on the one hand and of technology tools, such as information systems, on the other. The proposed methodology was tested on the city walls of San Ginesio (Macerata, Italy) and included different steps considering the in-use technologies (notably geomatics and information technologies) as key enablers to acquire, hierarchically order, model and enrich the knowledge of that heritage site. The result is a knowledge-led strategy moving from survey to HBIM implementation, as a way to enhance representation and management in architectural heritage processes.
摘要本文旨在制定一种建筑知识建模策略,通过促进利益相关者之间的协作和数据集之间的互操作性,积极支持建筑遗产保护过程。整合两个建模系统,一个基于本体,另一个在BIM环境中,似乎是实现这一目标的正确方式:前者非常详尽地表示保护活动的语义内容,特别是非几何数据,后者绝对适合表示建筑的逻辑,尤其是任何建筑有机体典型的几何构造方面。因此,本研究提出了一种并行的方法,通过一方面管理文化遗产的复杂性,另一方面管理技术工具(如信息系统)的复杂性,来同步这些不同的表现现实的方式。提出的方法在圣吉内西奥(意大利马切拉塔)的城墙上进行了测试,其中包括不同的步骤,考虑到正在使用的技术(特别是地理信息和信息技术)是获取、分层排序、建模和丰富该遗址知识的关键因素。结果是一种以知识为主导的策略,从调查到HBIM的实施,作为一种增强建筑遗产过程中的表现和管理的方式。
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引用次数: 10
ONTOLOGY-BASED RULE COMPLIANCE CHECKING FOR SUBSURFACE OBJECTS 基于本体的地下物体规则遵从性检查
Pub Date : 2020-09-03 DOI: 10.5194/isprs-archives-xliv-4-w1-2020-91-2020
C. Métral, V. Daponte, A. Caselli, G. D. Marzo, G. Falquet
Abstract. This paper presents a model for representing compliance rules related to subsurface objects. Rules expressed in this model can be automatically evaluated (using SHACL or SPARQL) on existing 3D city models expressed in RDF. The main characteristics of the proposed model are (1) its expressiveness, that comes from the use of formal ontologies for representing the rules and the objects they refer to, (2) its integrative nature, given by the interconnection among the proposed ontologies and the connection of these ontologies with CityGML and IFC (in an ontological form), and (3) its multi-geometry aspect. Preliminary results allow to automatically evaluate formally expressed compliance rules for underground objects in a 3D city model, that will considerably ease the task of professionals of the field.
摘要本文提出了一种表示与地下物体相关的顺应规则的模型。该模型中表示的规则可以在现有的以RDF表示的3D城市模型上自动评估(使用SHACL或SPARQL)。该模型的主要特点是:(1)它的表达性,这来自于使用形式本体来表示规则和它们所引用的对象;(2)它的整体性,这是由所提出的本体之间的互连以及这些本体与CityGML和IFC的连接(以本体形式)所赋予的;(3)它的多几何方面。初步结果允许在3D城市模型中自动评估地下物体的正式表达的遵从规则,这将大大减轻该领域专业人员的任务。
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引用次数: 3
期刊
ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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