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Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
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Joints, also known as articulations, are classified based on their structural characteristics, i.e., based on whether the articulating surfaces of the adjacent bones are directly connected by fibrous connective tissue or cartilage, or whether the articulating surfaces contact each other within a fluid-filled joint cavity. These differences serve to divide the joints of the body into three structural classifications.
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Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
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In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
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Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
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Building separation joints divide large or complex building structures into smaller, discrete units that can move independently. These joints are categorized into three types: volume-change joints, settlement joints, and seismic separation joints.
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一个连接的建筑景观数据集用于实例细分.

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  • 1Graduate School of Global Environmental Studies, Sophia University, Tokyo, Japan.

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一个新的Connected Building Landscape数据集解决了东亚城市缺乏高质量的实例细分数据的问题. 这种资源有助于城市规划和计算机视觉,提供详细的建筑信息用于分析和危险映射.

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科学领域:

  • 计算机视觉 计算机视觉
  • 城市规划 城市规划
  • 建筑分析 建筑分析

背景情况:

  • 高密度的东亚城市具有独特的建筑特征.
  • 缺乏高质量的实例细分数据阻碍了这些城市环境中的研究.
  • 现有的数据集不能充分捕捉东亚城市景观的复杂性.

研究的目的:

  • 介绍连接建筑景观数据集,这是东亚城市环境的新资源.
  • 促进对建筑形态分析的细分模型的培训和基准测试.
  • 为城市规划人员提供工具,以生成危险分布图和文化遗产保护报告.

主要方法:

  • 数据集包括2,801个JPEG图像 (1024 x 768像素) 与多边形细分面具.
  • 标注以标准的JSON格式提供,以实现无模型集成.
  • 基线实验使用Mask R-CNN和Mask2Former模型进行.

主要成果:

  • 联网建筑景观数据集捕捉了各种建筑风格和复杂的空间布局.
  • 基线实验证明了数据集对细分任务的质量和稳定性.
  • 该数据集使人们能够更深入地了解东亚建筑形态.

结论:

  • 联网建筑景观数据集是计算机视觉和城市规划研究的宝贵资源.
  • 这一数据集支持更精确的城市规划工具和详细的分析报告.
  • 它促进了东亚城市环境和建筑特征的研究.