Differential Attention Orientated Cascade Network for Infrared Small Target Detection

Infrared small target detection from complex backgrounds is increasingly vital for military and civilian fields. Nonetheless, most of the existing methods are too restrictive to portray infrared targets from multidimensional and omnidirectional. In this article, we propose a low-rank differential ca...

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Bibliographic Details
Published in:	IEEE journal of selected topics in applied earth observations and remote sensing Vol. 17; pp. 9253 - 9265
Main Authors:	Tang, Wenjuan, Dai, Qun, Hao, Fan
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Clutter Datasets Deep learning differential attention Feature extraction feature fusion Feature maps Infrared imagery infrared small target detection Modules Multidimensional methods Object detection Physical properties Principal components analysis Semantics Sparse matrices Target detection Task analysis Tensors
ISSN:	1939-1404, 2151-1535
Online Access:	Get full text
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