Power Line Segmentation Algorithm Based on Lightweight Network and Residue-like Cross-Layer Feature Fusion

Power Line Segmentation Algorithm Based on Lightweight Network and Residue-like Cross-Layer Feature Fusion

Power line segmentation plays a critical role in ensuring the safety of transmission line UAV inspection flights. To address the challenges of small target scale, complex backgrounds, and excessive model parameters in existing deep learning-based power line segmentation algorithms, this paper introd...

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Bibliographic Details
Main Authors: Wenqiang Zhu, Huarong Ding, Gujing Han, Wei Wang, Minlong Li, Liang Qin
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
power line segmentation
lightweight UNet
Ghost Module
class residual addition
Online Access:https://www.mdpi.com/1424-8220/25/11/3551
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