Small Objects Detection Method Based on Multi-scale Non-local Attention Network

Small Objects Detection Method Based on Multi-scale Non-local Attention Network

Existing small objects detection methods usually detect small objects by multi-scale feature maps or multi-scale fusion features. However, these methods mainly utilize the spatial information of the feature maps but ignore the interdependencies between channels. This paper proposes a novel small obj...

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Bibliographic Details
Main Author: LIANG Yanyu, LI Jinbao
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-10-01
Series:Jisuanji kexue yu tansuo
Subjects:
object detection
convolutional neural network (cnn)
non-local attention
dense connection
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2407.shtml

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