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Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.
A novel approach for pre-processing of face detection system based on HSV color space and IWPT
Digital Object Identifier (DOI) : 10.14569/IJACSA.2011.021125
Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 2 Issue 11, 2011.
Abstract: Face detection system is challenging area of research in the field of security surveillance. Preprocessing of facial image data is very important part of face detection system. Now days various method of facial image data preprocessing are available, but all these method are not up to mark. Now we have a novel approach for preprocessing of face detection system based on HSV color space and integer wavelet packet transform method. And finally in this paper we have used LBP (local binary pattern) and SVM classification process are used.
Keywords: facial image, HSV color space, IWPT, SVM.
Megha Gupta and Neetesh Gupta, “A novel approach for pre-processing of face detection system based on HSV color space and IWPT” International Journal of Advanced Computer Science and Applications(IJACSA), 2(11), 2011. http://dx.doi.org/10.14569/IJACSA.2011.021125
@article{Gupta2011,
title = {A novel approach for pre-processing of face detection system based on HSV color space and IWPT},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2011.021125},
url = {http://dx.doi.org/10.14569/IJACSA.2011.021125},
year = {2011},
publisher = {The Science and Information Organization},
volume = {2},
number = {11},
author = {Megha Gupta and Neetesh Gupta}
}
