Remote Sensing Image Detection Method Combining Dynamic Convolution and Attention Mechanism

Small object detection in remote sensing images is challenging. Traditional CNN downsampling often leads to the loss of small object details and missed detections. This paper proposes an improved YOLOv8 algorithm, incorporating adaptive feature extraction and multi-scale fusion modules to enhance fe...

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Bibliografiske detaljer

Principais autores:	Yunfei Zhang, Ming Chen, Cong Chen
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2025-01-01
Serier:	IEEE Access
Fag:	AFGCAttention module C2f-DCNv2-MPCA optimization module CARAFE upsampling operator GIoU loss function remote sensing image object detection YOLOv8
Online adgang:	https://ieeexplore.ieee.org/document/10924169/
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