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相关概念视频

Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device01:30

Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device

170
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...
170
Field Application of Global Positioning System01:28

Field Application of Global Positioning System

89
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
89
Design Example: Alignment of a Road Line Using GIS01:17

Design Example: Alignment of a Road Line Using GIS

105
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
105
Types of Global Positioning System Surveys01:30

Types of Global Positioning System Surveys

120
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
120
Selected Data About Geographic Locations01:25

Selected Data About Geographic Locations

69
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...
69

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相关实验视频

Updated: Sep 13, 2025

Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
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MCFA:跨视图地理定位的多级级级联和特征自适应对齐网络.

Kaiji Hou1, Qiang Tong1, Na Yan1

  • 1College of Computer Science, Beijing Information Science and Technology University, Beijing 102206, China.

Sensors (Basel, Switzerland)
|July 30, 2025
PubMed
概括

这项研究引入了使用无人机和卫星图像进行交叉视图地理定位 (CVGL) 的新网络. 拟议的方法有效地将不同视图的特征协调一致,实现最先进的结果.

科学领域:

  • 计算机视觉 计算机视觉
  • 地理空间人工智能 人工智能

背景情况:

  • 交叉视图地理定位 (CVGL) 面临挑战,原因是空中和卫星图像之间的视角和布局差异.
  • 现有的方法在特征交互建模和准确的交叉视图表示对齐方面扎.

研究的目的:

  • 开发一个先进的网络,以实现强大而准确的交叉视图地理定位.
  • 为了改善从不同角度提取的特征的对齐.

主要方法:

  • 提出了一个多级级级联和特征自适应对齐 (MCFA) 网络.
  • 整合了多级级级联模块 (MSCM) 以提高特征提取和强度.
  • 引入了功能自适应对齐模块 (FAAM) 进行动态交叉视图功能调整.

主要成果:

  • 在大学-1652和SUES-200数据集上实现了最先进的 (SOTA) 性能.
  • 在交叉视图地理定位任务中表现出卓越的概括能力.
  • 在一般化实验中,R@1的平均改善率为1.52%和AP的平均改善率为2.09%.

结论:

  • 该MCFA网络有效地解决了当前CVGL方法的局限性.
  • 拟议的MSCM和FAAM模块增强了特征关联,融合和自适应对齐.
关键词:
交叉视图地理位置定位图像检索 图像检索 图像检索远程传感是一种遥感技术.无人驾驶飞行器 (UAV) 是一种无人驾驶飞行器.

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  • 这种方法被证明是有效的,并且对于精确的无人机到卫星图像定位来说很好地概括.