AD-DETR: DETR with asymmetrical relation and decoupled attention in crowded scenes

AD-DETR: DETR with asymmetrical relation and decoupled attention in crowded scenes

Pedestrian detection in crowded scenes is widely used in computer vision. However, it still has two difficulties: 1) eliminating repeated predictions (multiple predictions corresponding to the same object); 2) false detection and missing detection due to the high scene occlusion rate and the small v...

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Bibliographic Details
Main Authors: Yueming Huang, Guowu Yuan
Format: Article
Language:English
Published: AIMS Press 2023-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
pedestrian detection
crowded object detection
detr
end-to-end detector
crowded pedestrian scene
relation net
attention mechanism
symmetry
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023633?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023633?viewType=HTML

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