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Automatic Target Recognition for Passive Radar
IEEE Transactions on Aerospace and Electronic Systems, 2014Air-traffic controllers cannot identify air vehicles flying with a defective or nonexistent transponder. Primary radar does not help, because it cannot classify air vehicles from echoes. Passive radar offers a potential solution, the main difficulty lying in the analysis of the data.
Jonathan Pisane +3 more
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Methods of target recognition for UWB radar
2010 IEEE Intelligent Vehicles Symposium, 2010With the growth of embedded components (GPS, radar, cameras…), road vehicle becomes more and more intelligent and reassuring.
Sakkila, Laila +5 more
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Radar target recognition by fuzzy logic
Proceedings of the 1997 IEEE National Radar Conference, 1998The objective of this paper is to present a method of target recognition based on the fuzzy logic principles applied to conventional and multifunction radars. After a presentation of the parameters which can be delivered by signal and data processing, the paper gives a description of an algorithm including both spatial and temporal merging. Computation
M. Moruzzis, N. Colin
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A Target Recognition Method of Multi-radar
2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008A target recognition method of multi-radar is proposed based on the kinematical information from multi-radar. The process of target recognition can be divided into three levels. First, air/sea target classification can be obtained based on the information from single radar including target height, velocity, acceleration, elevation rate and azimuth rate
Chenxi Wang, Xiaobo Wang, Guohong Wang
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Automatic target recognition in laser radar imagery
1995 International Conference on Acoustics, Speech, and Signal Processing, 2002This paper presents an automatic target recognition (ATR) system for laser radar (LADAR) imagery, designed to classify objects at multiple levels of discrimination (target detection, classification, and recognition) from single LADAR images. Segmentation is performed in both the range and non-range LADAR channels and results combined to increase object
Magnús Snorrason +2 more
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Model-catalog compression for radar target recognition
1995 International Conference on Acoustics, Speech, and Signal Processing, 2002In many model-based automatic target recognition (ATR) systems the size of the model catalog can be a critical factor in determining the viability of the system. We examine an ATR system which uses synthetic high range resolution (HRR) radar data to determine how the classification performance is affected by the compression of the HRR model catalog ...
Batu Ulug +2 more
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Target recognition for marine search and rescue radar
2010 Sixth International Conference on Natural Computation, 2010The key point of marine search and rescue is to find out and recognize the distress objects. At present, the visual search method is usually adopted to detect the ships in distress, and this method can only be used at good sea condition and visibility. In this paper, a new target detection and recognition system is proposed.
Shijun Ying, Jinbiao Chen, Chaojian Shi
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Radar HRRP target recognition with deep networks
Pattern Recognition, 2017Abstract Feature extraction is the key technique for radar automatic target recognition (RATR) based on high-resolution range profile (HRRP). Traditional feature extraction algorithms usually utilize shallow architectures, which result in the limited capability to characterize HRRP data and restrict the generalization performance for RATR.
Bo Feng 0012 +2 more
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Radar target recognition based on few-shot learning
Multimedia Systems, 2021With the continuous development of target recognition technology, people pay more and more attention to the cost of sample generation, tag addition and network training. Active learning can choose as few samples as possible to achieve a better recognition effect.
Yue Yang +4 more
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Radar target recognition using range profiles
Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing, 2002With the increased availability of coherent wideband radars, there has been a renewed interest in radar target recognition. A large bandwidth gives high resolution in range which means target recognition may be possible. We examine some of the problems of classifying high resolution range profiles (HRRP), and investigate simple preprocessing techniques
Anthony Zyweck, Robert E. Bogner
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