Prior-Guided Data Augmentation for Infrared Small Target Detection

Recently, a lot of deep learning (DL) methods have been proposed for infrared small target detection (ISTD). A DL-based model for the ISTD task needs large amounts of samples. However, the diversity of existing ISTD datasets is not sufficient to train a DL model with good generalization. To solve th...

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Bibliographic Details
Main Authors: Ao Wang, Wei Li, Zhanchao Huang, Xin Wu, Feiran Jie, Ran Tao
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9954129/