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Pattern recognition using the concept of disjoint matrix of MIMO system
Joint Authors
Islam, Mezbahul
Rubaiat, Rahminah
Islam, Imdadul
Rahaman, Mustafizur
Amin, Muhammad Ruhul
Source
The International Arab Journal of Information Technology
Issue
Vol. 14, Issue 4 (31 Jul. 2017)7 p.
Publisher
Publication Date
2017-07-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
In many applications, it is necessary to compare two or more images to identify the originality of them.
For example, verification of fake logo of an organization or fake signature of an official can be considered in this context.
The cross correlation and wavelet transform are widely used techniques to compare two images but they are low sensitive to awgn noise and very small change in the image.
Different learning algorithms for example Principle Component Analysis (PCA) are prevalent for this purpose at the expense of process time.
In this paper we apply the concept of uncorrelated Multiple Input Multiple Output(MIMO) channel of wireless link on different images such that received signal vector corresponding to the largest six eigen values will reflect the characteristics of the images.
In this paper, three types of images: human face with background, fingerprint and human signature are considered for identification and the proposed model shows rigidity in identification of the image under rotation and noise contamination.
American Psychological Association (APA)
Islam, Mezbahul& Rubaiat, Rahminah& Islam, Imdadul& Rahaman, Mustafizur& Amin, Muhammad Ruhul. 2017. Pattern recognition using the concept of disjoint matrix of MIMO system. The International Arab Journal of Information Technology،Vol. 14, no. 4.
https://search.emarefa.net/detail/BIM-902698
Modern Language Association (MLA)
Islam, Mezbahul…[et al.]. Pattern recognition using the concept of disjoint matrix of MIMO system. The International Arab Journal of Information Technology Vol. 14, no. 4 (Jul. 2017).
https://search.emarefa.net/detail/BIM-902698
American Medical Association (AMA)
Islam, Mezbahul& Rubaiat, Rahminah& Islam, Imdadul& Rahaman, Mustafizur& Amin, Muhammad Ruhul. Pattern recognition using the concept of disjoint matrix of MIMO system. The International Arab Journal of Information Technology. 2017. Vol. 14, no. 4.
https://search.emarefa.net/detail/BIM-902698
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-902698