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Radar Target Characterization and Deep Learning in Radar Automatic Target Recognition: A Review
Remote Sensing, 2023 Radar automatic target recognition (RATR) technology is fundamental but complicated system engineering that combines sensor, target, environment, and signal processing technology, etc.
Wen Jiang +4 more
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Adaptively Segmenting Angular Sectors for Radar HRRP Automatic Target Recognition
EURASIP Journal on Advances in Signal Processing, 2008 In this paper the manifold geometry in radar high-resolution range profile (HRRP) is firstly explored, and then, according to the characteristics of target pose sensitivity, a method of adaptively segmenting the aspect sectors is proposed for HRRP ...
Zheng Bao, Li Yuan, Hongwei Liu, Bo Chen
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Automatic Target Recognition in Synthetic Aperture Radar Imagery: A State-of-the-Art Review
IEEE Access, 2016 The purpose of this paper is to survey and assess the state-of-the-art in automatic target recognition for synthetic aperture radar imagery (SAR-ATR). The aim is not to develop an exhaustive survey of the voluminous literature, but rather to capture in ...
Khalid El-Darymli +4 more
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Remote Sensing, 2019 Aiming at the problem of the difficulty of high-resolution synthetic aperture radar (SAR) image acquisition and poor feature characterization ability of low-resolution SAR image, this paper proposes a method of an automatic target recognition method for ...
Xiaoran Shi +4 more
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Clustered Multi-Task Learning for Automatic Radar Target Recognition [PDF]
Sensors, 2017 Model training is a key technique for radar target recognition. Traditional model training algorithms in the framework of single task leaning ignore the relationships among multiple tasks, which degrades the recognition performance.
Cong Li +3 more
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Automatic Target Recognition on Synthetic Aperture Radar Imagery: A Survey [PDF]
IEEE Aerospace and Electronic Systems Magazine, 2021 21 pages, 14 ...
Odysseas Kechagias-Stamatis +1 more
exaly +5 more sources
Air Target ISAR Recognition Based on Data Augmentation and Transfer Learning [PDF]
SensorsAiming at the problems of extremely scarce measured samples and significant domain shift between simulated and measured data in automatic target recognition (ATR) of air targets for spaceborne radar, this paper proposes an inverse synthetic aperture ...
Moqian Wang +4 more
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A Multiple Radar Approach for Automatic Target Recognition of Aircraft Using Inverse Synthetic Aperture Radar [PDF]
2018 1st International Conference on Data Intelligence and Security (ICDIS), 2018 8 pages, 9 figures, International Conference for Data Intelligence and Security (ICDIS)
Carlos Pena-Caballero +8 more
openaire +4 more sources
An ISAR Image Component Recognition Method Based on Semantic Segmentation and Mask Matching
Sensors, 2023 The inverse synthetic aperture radar (ISAR) image is a kind of target feature data acquired by radar for moving targets, which can reflect the shape, structure, and motion information of the target, and has attracted a great deal of attention from the ...
Xinli Zhu +4 more
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IET Computer Vision, 2014 In the present study, a new algorithm for automatic target detection (ATR) in synthetic aperture radar (SAR) images has been proposed. First, moving and stationary target acquisition and recognition image chips have been segmented and then passed to a ...
Mehdi Amoon, Gholam‐ali Rezai‐rad
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