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Online Target Recognition for Time-sensitive Space Information Networks
Huo CL(霍春雷); Huo CL(霍春雷)
Source PublicationIEEE Transactions on Computational Imaging
AbstractThe key difficulties of online target recognition task for space information networks lie in the contradiction between  time-sensitive response requirement and resource constraints(e.g., computation resource, communication resource and training samples). To deal with the above problems, an effective online target recognizing approach is proposed, which seamlessly integrates fast online information processing task and efficient target-specific high-rate compression task. The proposed approach begins with enhancing the target-background separability by introducing intraclass and interclass couples, the new model adapted for  the hot spot image is then obtained  by capturing the relation between the online target data and the massive historical data.
The light-weight target-specific information is  efficiently transmitted to  the ground system, and the whole scene is capable of being recovered while the details of targets are being preserved. Compared with  traditional target recognition methods, the proposed approach is more promising for time-sensitive space information networks. The experiments demonstrate the effectiveness of the proposed approach.
KeywordTarget Recognition Space Information Networks Information Processing Information Compression Feature Adaption..
Indexed BySCI
Document Type期刊论文
Corresponding AuthorHuo CL(霍春雷)
AffiliationNational Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Huo CL,Huo CL. Online Target Recognition for Time-sensitive Space Information Networks[J]. IEEE Transactions on Computational Imaging,2017,1(1):1.
APA Huo CL,&霍春雷.(2017).Online Target Recognition for Time-sensitive Space Information Networks.IEEE Transactions on Computational Imaging,1(1),1.
MLA Huo CL,et al."Online Target Recognition for Time-sensitive Space Information Networks".IEEE Transactions on Computational Imaging 1.1(2017):1.
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