DS-YOLOv8-Based Object Detection Method for Remote Sensing Images

DS-YOLOv8-Based Object Detection Method for Remote Sensing Images

The improved YOLOv8 model (DCN_C2f+SC_SA+YOLOv8, hereinafter referred to as DS-YOLOv8) is proposed to address object detection challenges in complex remote sensing image tasks. It aims to overcome limitations such as the restricted receptive field caused b...

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Bibliographic Details
Main Authors: Lingyun Shen, Baihe Lang, Zhengxun Song
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Object detection
deformable convolution
shuffle attention
self-calibration
wise-IoU
Online Access:https://ieeexplore.ieee.org/document/10310143/

Internet

https://ieeexplore.ieee.org/document/10310143/

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