INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
Implementation of Face Identification based on Color spectral and Local Texture Features
Authors Name:
Manisha A. Tulaskar
, Prof. P. S Mohod
Unique Id:
IJSDR1606079
Published In:
Volume 1 Issue 6, July-2016
Abstract:
The local pattern is the interesting term in face recognition and widely used for biometric and surveillance purpose so it received more popularity in terms of face identification and image analysis. Along with local pattern use of color textures improve quality of recognition by increasing correctness of analysis. In this paper we discuss various approaches that already implemented in face recognition to use these ideas in new task. It study various methods of color local texture feature extraction like LBP and Gabor wavelet and color channel fusion using techniques like PCA, LDA, Gabor wavelet. This paper gives implementation of face recognition using texture features and color information. It represents implemented technique using local pattern improves result than other existing technique upto 5 to 7 %.
Keywords:
face recognition, local pattern, color channel fusion, Principal component analysis, Gabor wavelet.
Cite Article:
"Implementation of Face Identification based on Color spectral and Local Texture Features", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.1, Issue 6, page no.456-461, July-2016, Available :http://www.ijsdr.org/papers/IJSDR1606079.pdf
Downloads:
000336255
Publication Details:
Published Paper ID: IJSDR1606079
Registration ID:160560
Published In: Volume 1 Issue 6, July-2016
DOI (Digital Object Identifier):
Page No: 456-461
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
Facebook Twitter Instagram LinkedIn