IMD-Net: Interpretable multi-scale detection network for infrared dim and small objects

IMD-Net: Interpretable multi-scale detection network for infrared dim and small objects

This study proposed an interpretable multi-scale infrared small object detection network (IMD-Net) design method to improve the precision of infrared small object detection and contour segmentation in complex backgrounds. To this end, a multi-scale object enhancement module was constructed, which co...

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Bibliographic Details
Main Authors: Dawei Li, Suzhen Lin, Xiaofei Lu, Xingwang Zhang, Chenhui Cui, Boran Yang
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
multi-scale object enhancement module
global object response module
multilayer feature fusion module
multiple loss constraint module
dim and small object detection
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024074?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2024074?viewType=HTML

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