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A Novel Face Detection and Facial Feature Detection Algorithm using Skin Colour and Back Propagation Neural Network

by Pijush Chakraborty, Akashdeep Ghosh
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 90 - Number 2
Year of Publication: 2014
Authors: Pijush Chakraborty, Akashdeep Ghosh
10.5120/15547-4200

Pijush Chakraborty, Akashdeep Ghosh . A Novel Face Detection and Facial Feature Detection Algorithm using Skin Colour and Back Propagation Neural Network. International Journal of Computer Applications. 90, 2 ( March 2014), 28-31. DOI=10.5120/15547-4200

@article{ 10.5120/15547-4200,
author = { Pijush Chakraborty, Akashdeep Ghosh },
title = { A Novel Face Detection and Facial Feature Detection Algorithm using Skin Colour and Back Propagation Neural Network },
journal = { International Journal of Computer Applications },
issue_date = { March 2014 },
volume = { 90 },
number = { 2 },
month = { March },
year = { 2014 },
issn = { 0975-8887 },
pages = { 28-31 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume90/number2/15547-4200/ },
doi = { 10.5120/15547-4200 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:10:02.629593+05:30
%A Pijush Chakraborty
%A Akashdeep Ghosh
%T A Novel Face Detection and Facial Feature Detection Algorithm using Skin Colour and Back Propagation Neural Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 90
%N 2
%P 28-31
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Face detection is an important topic in the world of computer science and information technology. Face detection is a computer technology that determines the locations and sizes of human faces in arbitrary (digital) images [1]. It detects facial features and ignores anything else. In this paper a unique method to identify faces is given using back-propagation neural network.

References
  1. Wikipedia Article on Face Detection: http://en. wikipedia. org/wiki/Face_detection
  2. Jawad Nagi, Syed Khaleel Ahmed Farrukh Nagi, "A MATLAB based Face Recognition System using Image Processing and Neural Networks", 4th International Colloquium on Signal Processing and its Applications, March 7-9, 2008
  3. IITK Indian Face Database: http://viswww. cs. umass. edu/~vidit/AI/dbase. html
  4. Thai Hoang Le, Len Bui, "Face Recognition Based on SVM and 2DPCA", International Journal of Signal Processing, Image Processing and Pattern Recognition Vol. 4, No. 3, September, 2011
  5. Ming-Hsuan Yang, David J. Kriegman, Senior Member, Narendra Ahuja, "Detecting Faces in Images: A Survey", IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 24, NO. 1, JANUARY 2002
  6. Henry. A. Rowley, Shumeet Baluja,Takeo Kanade "FACE RECOGNITION USING NEURAL NETWORK"," Neural Network-Based Face Detection", Computer Vision and PatternRecognition,1996.
  7. P. Sinha, B. Balas, Y. Ostrovsky, R. Russell, "Face Recognition by Humans: 19 Results All Computer Vision Researchers Should Know About", Proceedings of the IEEE, Vol. 94, No. 11, November 2006, pp. 1948-1962
  8. W. Zhao, R. Chellappa, P. J. Phillips, A. Rosenfeld, Face Recognition: "A Literature Survey", ACM Computing Surveys, Vol. 35, No. 4, 2003, pp. 399-458
  9. P. Viola, M. J. Jones, "Robust Real-Time Face Detection", International Journal of Computer Vision, Vol. 57, No. 2, 2004, pp. 137-154
  10. P. J. Phillips, H. Moon, S. A. Rizvi, P. J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 10, October 2000, pp. 1090-1104
Index Terms

Computer Science
Information Sciences

Keywords

Keywords Face Detection Neural Networks Face Blobs

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