Results 1 to 10 of about 11,899 (181)

When Deep Learning Meets Multi-Task Learning in SAR ATR: Simultaneous Target Recognition and Segmentation

open access: yesRemote Sensing, 2020
With the recent advances of deep learning, automatic target recognition (ATR) of synthetic aperture radar (SAR) has achieved superior performance.
Chenwei Wang   +6 more
doaj   +3 more sources

An Integrated Counterfactual Sample Generation and Filtering Approach for SAR Automatic Target Recognition with a Small Sample Set

open access: yesRemote Sensing, 2021
Although automatic target recognition (ATR) models based on data-driven algorithms have achieved excellent performance in recent years, the synthetic aperture radar (SAR) ATR model often suffered from performance degradation when it encountered a small ...
Changjie Cao   +4 more
doaj   +3 more sources

Multiview Deep Feature Learning Network for SAR Automatic Target Recognition

open access: yesRemote Sensing, 2021
Multiview synthetic aperture radar (SAR) images contain much richer information for automatic target recognition (ATR) than a single-view one. It is desirable to establish a reasonable multiview ATR scheme and design effective ATR algorithm to thoroughly
Jifang Pei   +6 more
doaj   +3 more sources

An Infrared Sequence Image Generating Method for Target Detection and Tracking

open access: yesFrontiers in Computational Neuroscience, 2022
Training infrared target detection and tracking models based on deep learning requires a large number of infrared sequence images. The cost of acquisition real infrared target sequence images is high, while conventional simulation methods lack ...
Huang Zhijian   +3 more
doaj   +1 more source

Automatic Target Recognition from an Engineering Perspective

open access: yesLeida xuebao, 2022
Automatic Target Recognition (ATR) is a special engineering application field which is closely related to signal and information processing, pattern recognition, artificial intelligence and other disciplines.
Wenxian YU
doaj   +1 more source

FEF-Net: A Deep Learning Approach to Multiview SAR Image Target Recognition

open access: yesRemote Sensing, 2021
Synthetic aperture radar (SAR) is an advanced microwave imaging system of great importance. The recognition of real-world targets from SAR images, i.e., automatic target recognition (ATR), is an attractive but challenging issue.
Jifang Pei   +7 more
doaj   +1 more source

A Measurement Image Translation-Automatic Target Recognition Technique Based on CycleGAN with SAR Simulation DB [PDF]

open access: yesJournal of Electromagnetic Engineering and Science, 2022
The proposed approach achieves the reliable accuracy of synthetic aperture radar-automatic target recognition (SAR-ATR) with a simulation database.
Seung Mo Seo   +3 more
doaj   +1 more source

Target Recognition Method for Multi-aspect Synthetic Aperture Radar Images Based on EfficientNet and BiGRU

open access: yesLeida xuebao, 2021
Automatic Target Recognition (ATR) in Synthetic Aperture Radar (SAR) has been extensively applied in military and civilian fields. However, SAR images are very sensitive to the azimuth of the images, as the same target can differ greatly from different ...
Pengfei ZHAO, Lijia HUANG
doaj   +1 more source

Review of Automatic Target Recognition Evaluation Method Development

open access: yesLeida xuebao, 2023
Automatic Target Recognition (ATR) is an interdisciplinary technological field related to pattern recognition, artificial intelligence, and information processing. ATR evaluation focuses on accessing ATR algorithms and systems.
Jun HE, Ruigang FU, Qiang FU
doaj   +1 more source

Introduction to Drone Detection Radar with Emphasis on Automatic Target Recognition (ATR) technology

open access: yesCoRR, 2023
This paper discusses the challenges of detecting and categorizing small drones with radar automatic target recognition (ATR) technology. The authors suggest integrating ATR capabilities into drone detection radar systems to improve performance and manage emerging threats. The study focuses primarily on drones in Group 1 and 2.
Jiangkun Gong   +3 more
openaire   +2 more sources

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