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Arid

DOI	10.1007/s42452-020-1941-y
	An efficient content based image retrieval using enhanced multi-trend structure descriptor
	Sathiamoorthy, S.; Natarajan, M.
通讯作者	Sathiamoorthy, S
来源期刊	SN APPLIED SCIENCES
ISSN	2523-3963
EISSN	2523-3971
出版年	2020
卷号	2 期号:2
英文摘要	This paper contributes a new variant of multi-trend structure descriptor (MTSD) for efficient content based image retrieval. The proposed variant of MTSD encodes color/edge orientation/texture quantized values versus orientation of equal, small and large trends instead of color/edge orientation/texture quantized values versus equal, small and large trends. In addition, it also encodes color/edge orientation/texture quantized values versus average location of distribution of pixel values for equal, small and large trends at each orientation. To reduce the time cost of the proposed variant of MTSD with the preservation of its accuracy, the image is decomposed into fine level using discrete Haar wavelet transform and the fine level for the decomposition of an image is determined empirically. Comprehensive experiments are conducted using the benchmark Corel-1k, Corel-5k, Corel-10k, Caltech-101, LIDC-IDRI-CT, VIA/I-ELCAP-CT and OASIS-MRI image datasets and the results evident that the proposed variant of MTSD achieves the state-of-the-art performance for natural, textural and biomedical image retrieval. Precision and recall are the measures used to measure the accuracy. Euclidean similarity measure is used to calculate the similarity information between query and target images.
英文关键词	Multi-trend structure descriptor Euclidean measure Local level structure Precision Recall
类型	Article
语种	英语
开放获取类型	Bronze
收录类别	ESCI
WOS记录号	WOS:000517964300078
WOS关键词	PERFORMANCE EVALUATION ; EXTREMA PATTERN ; SCALE ; REPRESENTATION ; FEATURES ; MRI
WOS类目	Multidisciplinary Sciences
WOS研究方向	Science & Technology - Other Topics
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/334243
作者单位	[Sathiamoorthy, S.] Tamil Virtual Acad, Chennai, Tamil Nadu, India; [Natarajan, M.] Annamalai Univ, Div Comp & Informat Sci, Annamalainagar, India
推荐引用方式 GB/T 7714	Sathiamoorthy, S.,Natarajan, M.. An efficient content based image retrieval using enhanced multi-trend structure descriptor[J],2020,2(2).
APA	Sathiamoorthy, S.,&Natarajan, M..(2020).An efficient content based image retrieval using enhanced multi-trend structure descriptor.SN APPLIED SCIENCES,2(2).
MLA	Sathiamoorthy, S.,et al."An efficient content based image retrieval using enhanced multi-trend structure descriptor".SN APPLIED SCIENCES 2.2(2020).