DA-FPN: Deformable Convolution and Feature Alignment for Object Detection

DA-FPN: Deformable Convolution and Feature Alignment for Object Detection

This study sought to address the problem of the insufficient extraction of shallow object information and boundary information when using traditional FPN structures in current object detection algorithms, which degrades object detection accuracy. In this paper, a new FPN structure model, DA-FPN, is...

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Bibliographic Details
Main Authors: Xiang Fu, Zemin Yuan, Tingjian Yu, Yun Ge
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
deformable convolution
feature alignment
object detection
Online Access:https://www.mdpi.com/2079-9292/12/6/1354

Internet

https://www.mdpi.com/2079-9292/12/6/1354

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