Arid
DOI10.1016/j.jvcir.2015.08.015
Center symmetric local binary co-occurrence pattern for texture, face and bio-medical image retrieval
Verma, Manisha1; Raman, Balasubramanian2
通讯作者Verma, Manisha
来源期刊JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
ISSN1047-3203
EISSN1095-9076
出版年2015
卷号32页码:224-236
英文摘要

Content based image retrieval is a common problem for a large image database. Many methods have been proposed for image retrieval for some particular type of datasets. In the proposed work, a new image retrieval technique has been introduced. This technique is useful for different kind of dataset. In the proposed method, center symmetric local binary pattern has been extracted from the original image to obtain the local information. Co-occurrence of pixel pairs in local pattern map have been observed in different directions and distances using gray level co-occurrence matrix. Earlier methods have utilized histogram to extract the frequency information of local pattern map but co-occurrence of pixel pairs is more robust than frequency of patterns. The proposed method is tested on three different category of images, i.e., texture, face and medical image database and compared with typical state-of-the-art local patterns. (C) 2015 Elsevier Inc. All rights reserved.


英文关键词Content based image retrieval Local binary pattern Center symmetric local binary pattern Gray level co-occurrence matrix Feature vector Texture feature MIT VisTex texture database Brodatz texture database ORL face database OASIS MRI image database
类型Article
语种英语
国家India
收录类别SCI-E
WOS记录号WOS:000362388300019
WOS关键词FEATURE SETS ; CLASSIFICATION ; COLOR ; RECOGNITION ; DESCRIPTOR ; EXTREMA ; SYSTEM ; MRI
WOS类目Computer Science, Information Systems ; 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/2XILL650/189046
作者单位1.Indian Inst Technol Roorkee, Dept Math, Roorkee, Uttar Pradesh, India;
2.Indian Inst Technol Roorkee, Dept Comp Sci & Engn, Roorkee, Uttar Pradesh, India
推荐引用方式
GB/T 7714
Verma, Manisha,Raman, Balasubramanian. Center symmetric local binary co-occurrence pattern for texture, face and bio-medical image retrieval[J],2015,32:224-236.
APA Verma, Manisha,&Raman, Balasubramanian.(2015).Center symmetric local binary co-occurrence pattern for texture, face and bio-medical image retrieval.JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,32,224-236.
MLA Verma, Manisha,et al."Center symmetric local binary co-occurrence pattern for texture, face and bio-medical image retrieval".JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 32(2015):224-236.
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