A lightweight mechanism for vision-transformer-based object detection

Abstract DETR (DEtection TRansformer) is a CV model for object detection that replaces traditional complex methods with a Transformer architecture, and has achieved significant improvement over previous methods, particularly in handling small and medium-sized objects. However, the attention mechanis...

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Bibliographic Details
Main Authors: Yanming Ye, Qiang Sun, Kailong Cheng, Xingfa Shen, Dongjing Wang
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01904-x
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