TIG-DETR: Enhancing Texture Preservation and Information Interaction for Target Detection

TIG-DETR: Enhancing Texture Preservation and Information Interaction for Target Detection

FPN (Feature Pyramid Network) and transformer-based target detectors are commonly employed in target detection tasks. However, these approaches suffer from design flaws that restrict their performance. To overcome these limitations, we proposed TIG-DETR (Texturized Instance Guidance DETR), a novel t...

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Bibliographic Details
Main Authors: Zhiyong Liu, Kehan Wang, Changming Li, Yixuan Wang, Guoqian Luo
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
object detection
DETR
FPN
transformer
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/13/14/8037

Internet

https://www.mdpi.com/2076-3417/13/14/8037

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