Information and Knowledge Management www.
iiste.
org
ISSN 2224-5758 (Paper) ISSN 2224-896X (Online)
Vol 1, No.
1, 2011
18 | P a g e
www.
iiste.
org
Graph Cut Based Local Binary Patterns for Content Based Image
Retrieval
Dilkeshwar Pandey
Department of...
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Information and Knowledge Management www.
iiste.
org
ISSN 2224-5758 (Paper) ISSN 2224-896X (Online)
Vol 1, No.
1, 2011
18 | P a g e
www.
iiste.
org
Graph Cut Based Local Binary Patterns for Content Based Image
Retrieval
Dilkeshwar Pandey
Department of Mathematics
Deen Bandhu Chotu Ram University of Science & Tech.
Murthal, Harayana, India
Email:dilkeshwar@hotmail.
com
Rajive Kumar
Department of Mathematics, Deen Bandhu Chotu Ram University of Science & Tech.
Murthal, Harayana, India
E-mail: 2rajiv_kansal@yahoo.
com
Abstract
In this paper, a new algorithm which is based on the graph cut theory and local binary patterns (LBP) for content
based image retrieval (CBIR) is proposed.
In graph cut theory, each node is compared with the all other nodes
for edge map generation.
The same concept is utilized at LBP calculation which is generating nine LBP patterns
from a given 3×3 pattern.
Finally, nine LBP histograms are calculated which are used as a feature vector for
image retrieval.
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