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Local Multi Code Pattern Generation for Face Identification



The existing LTrP method shows the relationship between the reference pixel and its neighbor2019s, based on the four directional code that are computed using the first-order derivatives in both vertical and horizontal directions. It is apparent that the performance of LTrP can be improved by differentiating the edges in more than four directions. This observation has motivated us to propose a nine direction code referred to as Local Multi Code Pattern (LMCP). LMCP extracts supplementary directional information as compared with LTrP. The performance analysis of the aforementioned techniques were done with the help of ORL, Yale, Jaffee databases and also the recital analysis on the same significantly improves the recognition rate of the proposed method.



Total Pages: 7
Pages: 311-317


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Volume: 23
Issue: 2
Year: 2016

Cite this document


Baochang Zhang et al. "Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor." IEEE Transactions on Image Processing 19.2 (2010): 533-544. Crossref. Web.

Zhenhua Guo, Lei Zhang, and David Zhang. "A Completed Modeling of Local Binary Pattern Operator for Texture Classification." IEEE Transactions on Image Processing 19.6 (2010): 1657-1663. Crossref. Web.

Guo, Zhenhua, Lei Zhang, and David Zhang. "Rotation Invariant Texture Classification Using LBP Variance (LBPV) with Global Matching." Pattern Recognition 43.3 (2010): 706-719. Crossref. Web.

Hsuan M. Proceeding of the fifth International conference on Automatic face and gesture recognition

"IEEE Transactions on Systems, Man, and Cybernetics: Systems." n. pag. Crossref. Web.

Meng J. IEEE International Conference on Granular Computing

Ojala, Timo, Matti Pietikäinen, and David Harwood. "A Comparative Study of Texture Measures with Classification Based on Featured Distributions." Pattern Recognition 29.1 (1996): 51-59. Crossref. Web.

Ojala, T., M. Pietikainen, and T. Maenpaa. "Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns." IEEE Transactions on Pattern Analysis and Machine Intelligence 24.7 (2002): 971-987. Crossref. Web.

Murala, S., R. P. Maheshwari, and R. Balasubramanian. "Local Tetra Patterns: A New Feature Descriptor for Content-Based Image Retrieval." IEEE Transactions on Image Processing 21.5 (2012): 2874-2886. Crossref. Web.

Tan, D.M., C.S. Tan, and H.R. Wu. "Perceptual Color Image Coding With JPEG2000." IEEE Transactions on Image Processing 19.2 (2010): 374-383. Crossref. Web.

Zhang W.C. Proceedings of IEEE International Conference on Computer Vision


ISSN PRINT: 1079-8587
ISSN ONLINE: 2326-005X
DOI PREFIX: 10.31209
10.1080/10798587 with T&F
IMPACT FACTOR: 0.652 (2017/2018)

SJR: "The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric."

Journal: 1995-Present


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