Feature extraction using wavelet-PCA and neural network for application of object classification & face recognition

2010 2nd International Conference on Computer Engineering and Applications, ICCEA 2010

Volumn 1, Issue , 2010, Pages 510-514

  Chitaliya, N G ^a   Trivedi, A I ^b  

^a Sardar Vallabhbhai Patel Institute of Technology   (India)

^b M S UNIVERSITY OF BARODA   (India)

Author keywords

Eigenspaces; Euclidian distance; Pattern recognition; Principal component analysis; Wavelet analysis

Indexed keywords

EIGENSPACES; EUCLIDIAN DISTANCE; EXTRACTION OF INFORMATION; FEATURE EXTRACTION AND CLASSIFICATION; FEATURE IMAGES; FEATURE VECTORS; FISHER LINEAR DISCRIMINATION; IMAGE SEQUENCE; NEURAL NETWORK CLASSIFIER; OBJECT CLASSIFICATION; PEOPLE IDENTIFICATION; SUB-BANDS; VISUAL SURVEILLANCE SYSTEMS; WAVELET COEFFICIENTS;

CLASSIFIERS; COMPUTER APPLICATIONS; FACE RECOGNITION; FEATURE EXTRACTION; NEURAL NETWORKS; WAVELET ANALYSIS; WAVELET TRANSFORMS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77952642492     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCEA.2010.104     Document Type: Conference Paper

References (11)

1. Alaa Eleyan and Hasan Demirel, "PCA and LDA based Neural Networks for Human Face Recognition," Face Recognition, by Kresimir Delac and Mislav Grgic, I-Tech Education and Publishing, ISBN 978-3-902613-03-5, pp. 93-106, July 2007.
2. Tuan HuThi, Kostia Robert, Sijun Lu and Jian Zhang, "Vehicle classification at nighttime using Eigenspaces and Support Vector Machine," Proceedings of the IEEE International Congress on Image and Signal Processing(CISP 2008), China, May 2008.
3. Harkirat S.Sahambi and K.Khorasani , "A Neural network appearance based 3-D object recognition using Independent component analysis," IEEE Transaction on Neural Network, vol. 14, No,1,January 2003.
4. S. Gupte, O. Masoud, N. P. Papanikolopoulos,"Detection and Classification of vehicles," IEEE Trans. on Intelligent Transportation Systems, vol. 3, no . 1, pp-37-47, Mar. 2002.
5. R.T.Chin ,C.R.Dyer,"Model based recognition in robot vision," ACM Computing Surveys (CSUR) , ISSN:0360-0300,vol. 18 (1), pp 67-108, March 1986
6. M.Kirby and L.Sirovich.,"Application of the Karhunen-Loeve procedure for the characterization of human faces," IEEE Transaction on pattern analysis and Machine Intelligence. 12(1): 103-108,1990.
7. K.Robert ,N.Gheissari, and R.Hartley," Video Processing for Traffic Surveillance," 2006. http: /www.nicta.com.au./
8. M.Turk and A.Pentland.,"Eigenfaces for recognition," Journal of Cognitive Neuro Science, 3(1):71-86,1991.
9. S.Zehang,G.Bebis,and R.Miller,"On-road vehicle detection using evolutionary Gabor filter optimization," IEEE Transactions on Intelligent Transportaiton systems, ISSN:1524-9050 ,vol.6, Issue:2, pp 125-137, June 2005.
10. Vo Dinh Minh, Sung Young Lee," Two-dimensional Weighted PCA algorithm for Face," IEEE International symposium on Computational Intelligence in Robotics and Automation.,CIRA2005, Espoo, Finland,ISBN:0-7803- 9355-4,INSPEC Accession Number: 8599326, pp 219-223 June 2005.
11. Ch.Srinivasa Rao, S.Srinivas Kumar,B.N.Chatterji " Content Based Image Retrieval using Contourlet Transform" - ICGST-GVIP Journal, volume 7(3), November 2007.