Underwater Sonar Image Detection: A Novel Quantum-Inspired Shuffled Frog Leaping Algorithm

doi:10.1049/cje.2018.03.006

	Underwater Sonar Image Detection: A Novel Quantum-Inspired Shuffled Frog Leaping Algorithm
	Wang Xingmei 1; Liu Shu 2; Li Qiming 1; Liu Zhipeng 3
	2018-05-01
发表期刊	CHINESE JOURNAL OF ELECTRONICS
ISSN	1022-4653
卷号	27 期号:3 页码:588-594
摘要	Object detection plays an important role in the underwater object recognition technology of sonar equipment. We propose a Novel quantum-inspired shuffled frog leaping algorithm (NQSFLA) to obtain more accurate detection results in this paper. The proposed NQSFLA adopts a fitness function combining intra-class difference with inter-class difference to evaluate the frog position more accurately and a new quantum evolution update strategy to improve the searching ability in the searching process. In order to avoid the disadvantages of Quantum inspired shuffled frog leaping algorithm (QSFLA), a fuzzy membership matrix with spatial information model is developed, which can remove isolated regions and further improve the detection accuracy. Segmentation, distribution and noise entropy (SDNE) model is also proposed to quantitatively evaluate the detection results. The detection results of the original sonar images demonstrate the effectiveness and adaptability of the proposed method.
关键词	Quantum-inspired shuffled frog leaping algorithm (QSFLA) Underwater sonar image Fitness function Update strategy Fuzzy membership matrix
DOI	10.1049/cje.2018.03.006
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[41306086]
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000432512200021
出版者	TECHNOLOGY EXCHANGE LIMITED HONG KONG
引用统计	被引频次：14[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/5260
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liu Shu
作者单位	1.Harbin Engn Univ, Coll Comp Sci & Technol, Harbin 150001, Heilongjiang, Peoples R China 2.Harbin Engn Univ, Coll Natl Secrecy, Harbin 150001, Heilongjiang, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Wang Xingmei,Liu Shu,Li Qiming,et al. Underwater Sonar Image Detection: A Novel Quantum-Inspired Shuffled Frog Leaping Algorithm[J]. CHINESE JOURNAL OF ELECTRONICS,2018,27(3):588-594.
APA	Wang Xingmei,Liu Shu,Li Qiming,&Liu Zhipeng.(2018).Underwater Sonar Image Detection: A Novel Quantum-Inspired Shuffled Frog Leaping Algorithm.CHINESE JOURNAL OF ELECTRONICS,27(3),588-594.
MLA	Wang Xingmei,et al."Underwater Sonar Image Detection: A Novel Quantum-Inspired Shuffled Frog Leaping Algorithm".CHINESE JOURNAL OF ELECTRONICS 27.3(2018):588-594.