Face Recognition using Edge Detection of Layer

Authors(2) :-G Akhila Goud, B Hemanth

Face recognition of people in a crowd is a challenging issue that received much attention during recent scenario attributable to its numerous applications in different fields. The analysis of human crowds has widespread uses from law enforcement to urban engineering and traffic management. Face recognition in a heavy crowd is one of those challenging problems and till ages no proper solution has been derived, there is no technique that provides a robust solution to all. This paper presents a new technique for human face recognition in a crowd in metropolitan cities.

Authors and Affiliations

G Akhila Goud
ECE, Hyderabad Institute of Technology and Management, Hyderabad, Telengana, India
B Hemanth
ECE, Hyderabad Institute of Technology and Management, Hyderabad, Telengana, India

Face recognition, discrete cosine transform, Kohonen Rule, Euclidean distances.

  1. Canny, J. F (1983) Finding edges and lines in images, Master's thesis, MIT. AI Lab. TR-720.
  2. Canny, J. F (1986) “A computational approach to edge detection”, IEEE Transaction on Pattern Analysis and Machine Intelligence, 8, 679-714.
  3. Ramadevi, Y & et al (2010) “Segmentation and object recognition using edge detection techniques”, International Journal of Computer Science and Information Technology, Vol 2, No.6, 153-161.
  4. Roberts, L (1965) “Machine Perception of 3-D Solids”, Optical and Electro-optical Information Processing, MIT Press.
  5. Robinson. G (1977) “Edge detection by compass gradient masks”, Computer graphics and image processing, 6, 492-501.
  6. Rousseeuw, P. J & Leroy, A (1987) Robust Regression and outlier detection, John Wiley & Sons, New York.
  7. Senthilkumaran. N & R. Rajesh (2009) “Edge Detection Techniques for Image Segmentation A Survey of Soft Computing Approaches”, International Journal of Recent Trends in Engineering, Vol. 1, No. 2, 250-254.
  8. Sowmya. B & Sheelarani. B (2009) “Colour Image Segmentation Using Soft Computing Techniques”, International Journal of Soft Computing Applications, Issue 4, 69-80.

Publication Details

Published in : Volume 1 | Issue 2 | March-April 2015
Date of Publication : 2015-04-09
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 378-380
Manuscript Number : IJSRSET152296
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

G Akhila Goud, B Hemanth, " Face Recognition using Edge Detection of Layer, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 1, Issue 2, pp.378-380, March-April-2015.
Journal URL : http://ijsrset.com/IJSRSET152296

Article Preview

Follow Us

Contact Us