Focal DETR: Target-Aware Token Design for Transformer-Based Object Detection

Focal DETR: Target-Aware Token Design for Transformer-Based Object Detection

In this paper, we propose a novel <i>target-aware token design</i> for transformer-based object detection. To tackle the target attribute diffusion challenge of transformer-based object detection, we propose two key components in the new target-aware token design mechanism. Firstly, we p...

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Bibliographic Details
Main Authors: Tianming Xie, Zhonghao Zhang, Jing Tian, Lihong Ma
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
object detection
self attention
query-key similarity
vision transformer
Online Access:https://www.mdpi.com/1424-8220/22/22/8686

Internet

https://www.mdpi.com/1424-8220/22/22/8686

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