SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 机器人应用与理论组

	SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding
	Huang, Xiayuan1 ; Qiao, Hong2 ; Zhang, Bo 1
刊名	IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
	2016-02-01
卷号	13 期号:2 页码:222-226
关键词	Global discriminant local discriminant manifold-to-manifold distance (MMD) multiple manifolds synthetic aperture radar (SAR) target configuration recognition tensor
英文摘要	This letter proposes a method that can preserve the global and local discriminative information based on the tensor representation to achieve feature extraction for synthetic aperture radar (SAR) target configuration recognition. We model SAR images of targets with different configurations as different manifolds, and each manifold is represented as a collection of maximal linear patches (MLPs), each depicted by a subspace. The manifold-to-manifold distance and subspace-to-subspace distance are used to maintain the global discriminative structure of data. Meanwhile, point-to-point distance (PPD) in an MLP is exploited to keep the local discriminative information of data. These two terms are then integrated to maintain the structure of data. Experimental results on the moving and stationary target automatic recognition (MSTAR) database demonstrate the effectiveness of the proposed method.
WOS标题词	Science & Technology ; Physical Sciences ; Technology
类目[WOS]	Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
研究领域[WOS]	Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
关键词[WOS]	DIMENSIONALITY REDUCTION ; REPRESENTATION ; PROPERTY
收录类别	SCI
语种	英语
WOS记录号	WOS:000369483500021
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/11339]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组自动化研究所_复杂系统管理与控制国家重点实验室
作者单位	1.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Huang, Xiayuan,Qiao, Hong,Zhang, Bo. SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2016,13(2):222-226.
APA	Huang, Xiayuan,Qiao, Hong,&Zhang, Bo.(2016).SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding.IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,13(2),222-226.
MLA	Huang, Xiayuan,et al."SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding".IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 13.2(2016):222-226.