ID-UNet: A densely connected UNet architecture for infrared small target segmentation

ID-UNet: A densely connected UNet architecture for infrared small target segmentation

Existing CNN-based approaches face challenges in effectively and efficiently managing diverse scales of small infrared objects within intricate scenes, primarily as a result of the aggregation effect induced by pooling layers. As a consequence, crucial deep targets may be lost. To tackle this challe...

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Bibliographic Details
Main Authors: Diankun Chen, Feiwei Qin, Ruiquan Ge, Yong Peng, Changmiao Wang
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Alexandria Engineering Journal
Subjects:
Infrared small target
Image segmentation
Multi-scale feature fusion
Dense connection
Low parameter
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824011323

Internet

http://www.sciencedirect.com/science/article/pii/S1110016824011323

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