干旱区生态环境知识资源中心(Arid): Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval

Arid

DOI	10.1007/s13735-018-0156-0
	Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval
	Galshetwar, G. M.; Waghmare, L. M.; Gonde, A. B.; Murala, S.
通讯作者	Galshetwar, GM
来源期刊	INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL
ISSN	2192-6611
EISSN	2192-662X
出版年	2018
卷号	7 期号:4 页码:231-239
英文摘要	Authors have proposed novel multi-dimensional multi-directional mask maximum edge patterns for the bio-medical image retrieval. Standard local binary patterns encode relationship of neighbor pixels with center pixel. Local mesh patterns encode the relationship between adjacent pixels surrounding the center pixel. Proposed approach encodes relationship of neighbour pixels in adjacent planes of a multi-dimensional image, in three stages. In the first stage, five sub images are formed by traversing in five different directions on three planes of a multi-dimensional image. In the second stage, directional masks are applied on each sub image to find directional edges. In stage three, maximum edge patterns are found based on the directions of the directional edges. To examine performance analysis of the proposed algorithm, we tested proposed algorithm on three benchmark databases, which gives retrieval accuracy for top 10 images on MESSIDOR (Retinal images), VIA/I-ELCAP (CT images) and OASIS-MRI databases respectively in terms of average retrieval precision. The comparison reflects, there is considerable improvement in the performance.
英文关键词	Local binary pattern (LBP) Local mesh pattern (LMeP) Multi-dimensional multi-directional mask maximum edge patterns [(MD)(2)MaMEP]
类型	Article
语种	英语
收录类别	ESCI
WOS记录号	WOS:000447810500003
WOS关键词	FEATURE DESCRIPTOR ; WAVELET CORRELOGRAM ; XOR PATTERNS ; TEXTURE ; CLASSIFICATION ; MRI
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Software Engineering
WOS研究方向	Computer Science
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/333030
作者单位	[Galshetwar, G. M.; Gonde, A. B.] SGGSIET, Ctr Excellence Signal & Image Proc, Nanded, Maharashtra, India; [Waghmare, L. M.] SGGSIET, Dept Instrumentat Engn, Nanded, Maharashtra, India; [Murala, S.] IIT Ropar, Comp Vis & Pattern Recognit Lab, Rupnagar, India
推荐引用方式 GB/T 7714	Galshetwar, G. M.,Waghmare, L. M.,Gonde, A. B.,et al. Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval[J],2018,7(4):231-239.
APA	Galshetwar, G. M.,Waghmare, L. M.,Gonde, A. B.,&Murala, S..(2018).Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval.INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL,7(4),231-239.
MLA	Galshetwar, G. M.,et al."Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval".INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL 7.4(2018):231-239.