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Reseach Article

Image Compression Effects on Face Recognition for Images with Reduction in Size

by Padmaja. V. K, Giri Pradsad, B. Chandrasekhar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 61 - Number 22
Year of Publication: 2013
Authors: Padmaja. V. K, Giri Pradsad, B. Chandrasekhar
10.5120/10231-4962

Padmaja. V. K, Giri Pradsad, B. Chandrasekhar . Image Compression Effects on Face Recognition for Images with Reduction in Size. International Journal of Computer Applications. 61, 22 ( January 2013), 38-42. DOI=10.5120/10231-4962

@article{ 10.5120/10231-4962,
author = { Padmaja. V. K, Giri Pradsad, B. Chandrasekhar },
title = { Image Compression Effects on Face Recognition for Images with Reduction in Size },
journal = { International Journal of Computer Applications },
issue_date = { January 2013 },
volume = { 61 },
number = { 22 },
month = { January },
year = { 2013 },
issn = { 0975-8887 },
pages = { 38-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume61/number22/10231-4962/ },
doi = { 10.5120/10231-4962 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:10:20.628595+05:30
%A Padmaja. V. K
%A Giri Pradsad
%A B. Chandrasekhar
%T Image Compression Effects on Face Recognition for Images with Reduction in Size
%J International Journal of Computer Applications
%@ 0975-8887
%V 61
%N 22
%P 38-42
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this research work, face recognition for the compressed images is evaluated when the images are stored at smaller sizes. When the images are stored at smaller sizes, the information is lost and sometimes it is not possible to recognize the faces successfully. The practical applications and need for storing the images at smaller sizes is explained. The results for successful recognition are presented along with the eigen values and coefficients of the some of the eigen vectors. Finally important conclusions are drawn and future scope for the research is outlined.

References
  1. Zhao W. , Chellappa R. , Rosenfeld A. , Phillips P. J. , Face Recognition: A Literature Survey, ACM Computing Surveys, Vol. 35, Issue 4, December 2003, pp. 399-458
  2. Delac K. , Grgic M. , A Survey of Biometric Recognition Methods, Proc. of the 46th International Symposium Electronics in Marine, ELMAR-2004, Zadar, Croatia, 16-18 June 2004, pp. 184-193
  3. Li S. Z. , Jain A. K. , ed. , Handbook of Face Recognition, Springer, New York, USA, 2005
  4. Delac, K. , Grgic, M. (eds. ), Face Recognition, I-Tech Education and Publishing, ISBN 978-3-902613-03-5, Vienna, July 2007, 558 pages
  5. Rakshit, S. , Monro, D. M. , An Evaluation of Image Sampling and Compression for Human Iris Recognition, IEEE Trans. on Information Forensics and Security, Vol. 2, No. 3, 2007, pp. 605-612
  6. Matschitsch, S. , Tschinder, M. , Uhl, A. , Comparison of Compression Algorithms' Impact on Iris Recognition Accuracy, Lecture Notes in Computer Science - Advances in Biometrics, Vol. 4642, 2007, pp. 232-241
  7. Funk, W. , Arnold, M. , Busch, C. , Munde, A. , Evaluation of Image Compression Algorithms for Fingerprint and Face Recognition Systems, Proc. from the Sixth Annual IEEE Systems, Man and Cybernetics (SMC) Information Assurance Workshop, 2005, pp. 72-78
  8. Mascher-Kampfer, A. , Stoegner, H. , Uhl, A. , Comparison of Compression Algorithms' Impact on Fingerprint and Face Recognition Accuracy, Visual Communications and Image Processing 2007 (VCIP'07), Proc. of SPIE 6508, 2007, Vol. 6508, 650810, 12 pages
  9. Elad, M. , Goldenberg, R. , Kimmel, R. , Low Bit-Rate Compression of Facial Images, IEEE Trans. on Image Processing, Vol. 16, No. 9, 2007, pp. 2379-2383
  10. Skodras A. , Christopoulos C. , Ebrahimi T. , The JPEG 2000 Still Image Compression Standard, IEEE Signal Processing Magazine, Vol. 18, No. 5, September 2001, pp. 36-58
  11. Wallace G. K. , The JPEG Still Picture compression Standard, Communications of the ACM, Vol. 34, Issue 4, April 1991, pp. 30-44.
Index Terms

Computer Science
Information Sciences

Keywords

Face recognition compression image compression and face recognition security