NDLI: Target detection in maritime search and rescue using SVD and frequency domain characteristics

Content Provider	IEEE Xplore Digital Library
Author	Lei Ren Chao-Jian Shi Xin Ran
Copyright Year	2011
Description	Author affiliation: Merchant Marine College, Shanghai Maritime University, Shanghai 200135, China (Lei Ren; Chao-Jian Shi; Xin Ran)
Abstract	A target detection method based on SVD and frequency domain characteristics in maritime search and rescue is proposed. The method can select maritime search and rescue targets from textured sea scenes. Firstly, intensity component is obtained and is decomposed using SVD. The first 80% singular components are combined to represent the dominant pattern of input image. Secondly, spectral residual approach and phase spectrum approach are applied to the difference between intensity component and corresponding dominant pattern. The resulting saliency maps show the salient region in maritime search and rescue visual scene and there by target detection performed.
Starting Page	556
Ending Page	560
File Size	303977
Page Count	5
File Format	PDF
ISBN	9781457703058
ISSN	21601348
e-ISBN	9781457703089
DOI	10.1109/ICMLC.2011.6016763
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-07-10
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Object detection Visualization Strontium Clutter Image color analysis Frequency domain analysis Computational modeling Phase spectrum Maritime search and rescue Target detection Singular value decomposition Spectral residual
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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