Transformed Dynamic Feature Pyramid for Small Object Detection

Transformed Dynamic Feature Pyramid for Small Object Detection

The low resolution and less feature information of small targets make it difficult to recognize and locate, which greatly hinders the improvement of object detection accuracy. In this paper, an object detection model (TDFP) based on CNN and transformer was established, which combines local and globa...

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Bibliographic Details
Main Authors: Hong Liang, Ying Yang, Qian Zhang, Linxia Feng, Jie Ren, Qiyao Liang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Local and global context information
transformer module
transformed feature pyramid
single-scale transformation
cross-scale transformation
Online Access:https://ieeexplore.ieee.org/document/9551884/

Internet

https://ieeexplore.ieee.org/document/9551884/

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