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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

26
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...
26
Field Application of Global Positioning System01:28

Field Application of Global Positioning System

38
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...
38
Design Example: Alignment of a Road Line Using GIS01:17

Design Example: Alignment of a Road Line Using GIS

45
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...
45
Manipulation and Analysis01:21

Manipulation and Analysis

22
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
22
PD Controller: Design01:26

PD Controller: Design

199
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
199
Errors in Global Positioning System01:26

Errors in Global Positioning System

39
Global Positioning System (GPS) technology has revolutionized navigation and positioning, but its accuracy is often compromised by various errors. These errors, stemming from environmental, satellite, and receiver-related factors, require careful mitigation to ensure reliable performance across applications.Atmospheric ErrorsGPS signals travel through the Earth’s ionosphere and troposphere, introducing delays which affect accuracy. The ionosphere is strongly influenced by charged particles,...
39

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相关实验视频

Updated: Jun 12, 2025

Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street
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利用视角转换用于自动驾驶汽车中增强的漏洞检测.

Abdalmalek Abu-Raddaha1, Zaid A El-Shair1, Samir Rawashdeh1

  • 1Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI 48128, USA.

Journal of imaging
|September 27, 2024
PubMed
概括

检测远处的坑洞对于道路安全至关重要. 这项研究使用视角转换来改进洞穴检测,特别是远处的危险,显著提高准确性.

科学领域:

  • 计算机视觉 计算机视觉
  • 道路安全工程 道路安全工程

背景情况:

  • 道路状况恶化和反应时间有限导致事故.
  • 早期发现坑洞对于防止车辆损坏和确保安全至关重要.

研究的目的:

  • 引入一种新的方法来增强坑洞检测,特别是远处的坑洞.
  • 通过透视转换来提高坑洞的可见性和清晰度.

主要方法:

  • 自动识别感兴趣的道路区域 (ROI).
  • 计算角点以生成一个视角转换矩阵.
  • 将矩阵应用于图像和边界框标签,以增强数据集.

主要成果:

  • 使用YOLOv5-small的平均精度 (AP) 提高了43%.
  • 探测近 (34%),中 (63%) 和远 (194%) 坑洞的显著改进.
  • 透视转换对于远程坑洞检测的证明有效性.

结论:

  • 视角转换是一种新且有效的技术,用于增强坑洞检测,特别是对于遥远的物体.
  • 这种方法在现实道路条件下显著提高了对象检测网络的性能.
关键词:
自动驾驶汽车是自动驾驶的计算机视觉 计算机视觉深度学习是一种深度学习.移动机器人 移动机器人视角的转变变化的转变.发现坑洞的探测器

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  • 该方法通过先进的计算机视觉技术为改善道路安全提供了有希望的解决方案.