LGC-YOLO: Local-Global Feature Extraction and Coordination Network With Contextual Interaction for Remote Sensing Object Detection

LGC-YOLO: Local-Global Feature Extraction and Coordination Network With Contextual Interaction for Remote Sensing Object Detection

Object detection in high-resolution remote sensing image (HRRSI) faces great challenges of large-scale variations in object size, densely distributed small objects, and complex background interferences. To address these challenges, we propose an innovative single-stage local-global feature extractio...

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Bibliographic Details
Main Authors: Qinggang Wu, Yang Li, Junru Yin, Xiaotian You
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention mechanism
edge features
remote sensing object detection (RSOD)
small object
YOLO
Online Access:https://ieeexplore.ieee.org/document/11018430/
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https://ieeexplore.ieee.org/document/11018430/

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