Abstract: An Approach for Canny Edge Detection Algorithm on Face Recognition
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 136

Research Paper | Information Technology | India | Volume 4 Issue 11, November 2015

An Approach for Canny Edge Detection Algorithm on Face Recognition

A. D. Chitra, Dr. P. Ponmuthuramalingam

The paper obtainable here is achallenge to use a canny edge detection algorithm for face recognition. Defined an edge as a set of related pixels that forms a margin between two disjoints regions, the automatic recognition of human faces grants an important challenge to the research community of pattern recognition. There are differences in the lighting, angles, facial expressions and poses, further set a problem to the face recognition research. This paper proposes a new approach, canny edge detection method for face recognition and image color space transformation, Gaussian Filter Coefficient and Hysteresis thresholding using two values for thresholding, High and Low. The proposed method works efficiently with images and performs better than all other edge detection algorithm.

Keywords: Canny edge detection algorithm, Gaussian Filter, Hysteresis thresholding

Edition: Volume 4 Issue 11, November 2015

Pages: 24 - 27

Share this Article

How to Cite this Article?

A. D. Chitra, Dr. P. Ponmuthuramalingam, "An Approach for Canny Edge Detection Algorithm on Face Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV151012, Volume 4 Issue 11, November 2015, 24 - 27

Enter Your Email Address


Click below to Watch Video Lecture of Above Article

Share this Video Lecture

Similar Articles with Keyword 'edge'

Downloads: 316 | Monthly Hits: ⮙1

Survey Paper, Information Technology, Ghana, Volume 8 Issue 6, June 2019

Pages: 64 - 69

The Use of Information and Communication Technology (ICT) in Teaching and Learning of Mathematics in Al-Faruq College of Education, Wenchi-Ghana

Abu Sulemana, Yahuza Abdul-Kadir

Share this Article

Downloads: 2

Research Paper, Information Technology, Vietnam, Volume 10 Issue 4, April 2021

Pages: 798 - 803

Enhancing the Legal Awareness of Vietnamese Basic Officers

Tran Thuy Linh

Share this Article

Similar Articles with Keyword 'detection'

Downloads: 95

Survey Paper, Information Technology, India, Volume 3 Issue 6, June 2014

Pages: 1479 - 1482

Analysis of NSL-KDD Dataset for Fuzzy Based Intrusion Detection System

Macdonald Mukosera, Thabiso Peter Mpofu, Budwell Masaiti

Share this Article

Downloads: 102

Review Papers, Information Technology, India, Volume 4 Issue 1, January 2015

Pages: 1673 - 1675

Cross-Correlation Based Face Recognition Scheme ? A Review

Ranjeet Singh, Mandeep Kaur

Share this Article

Similar Articles with Keyword 'algorithm'

Downloads: 102

Survey Paper, Information Technology, India, Volume 3 Issue 10, October 2014

Pages: 607 - 611

A Survey Based on Fingerprint Recognition - Minutiae

Annapoorani. D, Caroline Viola Stella Mery. M

Share this Article

Downloads: 102

Review Papers, Information Technology, India, Volume 4 Issue 1, January 2015

Pages: 1673 - 1675

Cross-Correlation Based Face Recognition Scheme ? A Review

Ranjeet Singh, Mandeep Kaur

Share this Article

Similar Articles with Keyword 'Gaussian'

Downloads: 103

Comparative Studies, Information Technology, India, Volume 4 Issue 8, August 2015

Pages: 1437 - 1440

Comparative Analysis of Various Denoising Techniques for MRI Images

Priya C. Nair, G. Suganthi

Share this Article

Downloads: 112

Research Paper, Information Technology, India, Volume 5 Issue 5, May 2016

Pages: 1242 - 1252

Image Denoising Using Standard BP Algorithm

T. Uma Mageswari

Share this Article

Similar Articles with Keyword 'Filter'

Downloads: 102

Survey Paper, Information Technology, India, Volume 3 Issue 10, October 2014

Pages: 607 - 611

A Survey Based on Fingerprint Recognition - Minutiae

Annapoorani. D, Caroline Viola Stella Mery. M

Share this Article

Downloads: 102

Research Paper, Information Technology, India, Volume 5 Issue 7, July 2016

Pages: 1920 - 1924

Improving Stability, Smoothing and Diversifying of Recommender Systems

Sagar Sontakke, Pratibha Chavan

Share this Article
Top