ASP-Det: Toward Appearance-Similar Light-Trap Agricultural Pest Detection and Recognition

ASP-Det: Toward Appearance-Similar Light-Trap Agricultural Pest Detection and Recognition

Automatic pest detection and recognition using computer vision techniques are a hot topic in modern intelligent agriculture but suffer from a serious challenge: difficulty distinguishing the targets of similar pests in 2D images. The appearance-similarity problem could be summarized into two aspects...

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Bibliographic Details
Main Authors: Fenmei Wang, Liu Liu, Shifeng Dong, Suqin Wu, Ziliang Huang, Haiying Hu, Jianming Du
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Plant Science
Subjects:
appearance-similarity pest detection
pairwise self-attention
skip-calibrated convolution
object relative size
anchor-free
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.864045/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.864045/full

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