UIU-Net: U-Net in U-Net for Infrared Small Object Detection

Learning-based infrared small object detection methods currently rely heavily on the classification backbone network. This tends to result in tiny object loss and feature distinguishability limitations as the network depth increases. Furthermore, small objects in infrared images are frequently emerg...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 32; p. 1
Main Authors:	Wu, Xin, Hong, Danfeng, Chanussot, Jocelyn
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Institute of Electrical and Electronics Engineers
Subjects:	Artificial Intelligence attention mechanism Computer networks Computer Science Context Datasets Decoding deep learning deep multi-scale feature Feature extraction feature interaction Image resolution Infrared imagery Infrared small object Integrated circuits Learning local and global context information Maintenance Modules Object detection Object recognition Semantics Visualization Infrared small object deep learning feature interaction attention mechanism deep multi-scale feature local and global context information
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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