Multilevel receptive field expansion network for small object detection

Multilevel receptive field expansion network for small object detection

Abstract Small object detection remains a bottleneck because there is little visual information about them, especially in the deep layers. To improve the detection performance of small objects, here, Swin Transformer is introduced as the model backbone network to extract rich features of small objec...

Full description

Bibliographic Details
Main Authors: Zhiwei Liu, Menghan Gan, Li Xiong, Xiaofeng Mao, Yue Que
Format: Article
Language:English
Published: Wiley 2023-06-01
Series:IET Image Processing
Subjects:
neural nets
object detection
receptive field expansion
small object detection
transformer
Online Access:https://doi.org/10.1049/ipr2.12799

Internet

https://doi.org/10.1049/ipr2.12799

Similar Items