PointNet++ network framework.

PointNet++ network framework.

<div><p>As the global economy continues to expand and energy demand increases, the size of power transmission networks continues to grow, making the safety monitoring of transmission towers increasingly important. To address the accuracy deficiencies of existing technologies in predictin...

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Bibliographic Details
Main Author: Ruchao Liao (21702543) (author)
Other Authors: Duanjiao Li (21702546) (author), Changyu Li (309650) (author), Wenxing Sun (10227668) (author), Gao Liu (1466482) (author), Cong Wang (107450) (author)
Published: 2025
Subjects:
Biotechnology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
pseudo point clouds
external breakage hazards
energy demand increases
2d target detector
difficult scenarios compared
3d target detection
method first uses
global economy continues
power transmission lines
local detail accuracy
transmission towers
power engineering
intelligent detection
easy scenarios
method proposed
method achieved
global dependencies
global consistency
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transformer network
time measurement
spatial distance
safety monitoring
positive impetus
new approach
monocular vision
geometric constraints
existing technologies
effectively captured
accuracy deficiencies
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