Feature extraction for image recognition and computer vision

Proceedings - 2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009

Volumn , Issue , 2009, Pages 1-15

  Jiang, Xudong ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION EXAMPLES; CLASSIFIER DESIGN; COMPUTER VISION SYSTEM; CRITICAL STEPS; DISCRIMINATIVE FEATURES; FEATURE EXTRACTION TECHNIQUES; FINGERPRINT VERIFICATION/IDENTIFICATION; GLOBAL STRUCTURE; HUMAN EXPERT KNOWLEDGE; IMAGE-BASED; LOCAL STRUCTURE; MACHINE-LEARNING; REAL-WORLD PROBLEM; STATISTICAL APPROACH; VISUAL PATTERN;

BIOMETRICS; COMPUTER SCIENCE; COMPUTER VISION; IMAGE RECOGNITION; INFORMATION TECHNOLOGY; KNOWLEDGE BASED SYSTEMS; PATTERN RECOGNITION SYSTEMS;

FEATURE EXTRACTION;

EID: 77954225340     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCSIT.2009.5235014     Document Type: Conference Paper

References (24)

1. X. D. Jiang, M. Liu, and A. Kot, "Fingerprint Retrieval for Identification," IEEE Transactions on Information Forensics and Security, vol. 1, no. 4, pp. 532-542, 2006.
2. M. Liu, X. D. Jiang, and A. Kot, "Efficient Fingerprint Search Based on Database Clustering," Pattern Recognition, vol. 40, no. 6, pp. 1793-1803, 2007.
3. X. D. Jiang and W. Yau, "Fingerprint Minutiae Matching Based on the Local and Global Structures," 15th International Conference on Pattern Recognition, Barcelona, Spain, vol. 2, pp. 1038-1041, 2000.
4. X. D. Jiang, "Image Detail-preserving Filter for Impulsive Noise Attenuation," IEE Proceedings-Vision Image and Signal Processing, vol. 150, no. 3, pp. 179-185, 2003.
5. X. D. Jiang, W. Yau, and W. Ser, "Detecting the Fingerprint Minutiae by Adaptive Tracing the Gray-Level Ridge," Pattern Recognition, vol. 34, no. 5, pp. 999-1013, 2001.
6. X. D. Jiang, "Extracting Image Orientation Feature by Using Integration Operator," Pattern Recognition, vol. 40, no. 2, pp. 705-717, 2007.
7. A. M. Bazen and S. H. Gerez, "Systematic Methods for the Computation of the Directional Fields and Singular Points of Fingerprints," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 905-919, July 2002.
8. X. D. Jiang, "On Orientation and Anisotropy Estimation for Online Fingerprint Authentication," IEEE Transactions on Signal Processing, vol. 53, no. 10, pp. 4038-4049, 2005.
9. X. D. Jiang, W. Yau, and W. Ser, "Minutiae Extraction by Adaptive Tracing the Gray Level Ridge of the Fingerprint Image," IEEE International Conference on Image Processing, Kobe, Japan, vol. 2, pp. 852-856, 1999.
10. X. D. Jiang and W. Ser, "Online Fingerprint Template Improvement," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 8, pp. 1121-1126, 2002.
11. J. Shi and C. Tomasi, "Good Features to Track," IEEE Conference Computer Vision & Pattern Recognition, 1994.
12. D. G. Lowe, "Distinctive Image Features from ScaleInvariant Keypoints," International Journal of Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
13. P. Yap, X. D. Jiang, and A. Kot, "Two Dimensional Polar Harmonic Transforms for Invariant Image Representation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Online published, doi: 10.1109/TPAMI.2009.119 0162-8828, printed version to appear in 2010.
14. P. Yap, X. D. Jiang, and A. C. Kot, "LDA Enhanced Moments," 6th International Conference on Information, Communications & Signal Processing, Singapore, vol. 1-4, pp. 606-610, 2007.
15. P. Yap, X. D. Jiang, and A. Kot, "Boosted Complex Moments for Discriminant Rotation Invariant Object Recognition," 19th International Conference on Pattern Recognition, Tampa, FL, USA, vol. 1-6, pp. 2482-2485, 2008.
16. B. Moghaddam and A. Pentland, "Probabilistic Visual Learning for Object Representation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 696-710, July 1997.
17. X. D. Jiang, B. Mandai, and A. Kot, "Enhanced Maximum Likelihood Face Recognition," Electronics Letters, vol. 42, no. 19, pp. 1089-1090, 2006.
18. B. Moghaddam, T. Jebara, and A. Pentland, "Bayesian Face Recognition," Pattern Recognition, vol. 33, no. 11, pp. 1771-1782, November 2000.
19. X. D. Jiang, B. Mandai, and A. Kot, "Face Recognition Based on Discriminant Evaluation in the Whole Space," IEEE International Conference on Acoustics, Speech, and Signal Processing, Hawaii, USA, vol. 2, pp. 245-248, 2007.
20. C. Liu, "A Bayesian Discriminating Features Method for Face Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 6, pp. 725-740, 2003.
21. X. D. Jiang, B. Mandai, and A. Kot, "Eigenfeature Regularization and Extraction in Face Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 3, pp. 383-394, 2008.
22. X. D. Jiang, "Asymmetric Principal Component and Discriminant Analyses for Pattern Classification," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no. 5, pp. 931-937, 2009.
23. X. D. Jiang, B. Mandai, and A. Kot, "Complete Discriminant Evaluation and Feature Extraction in Kernel Space for Face Recognition," Machine Vision and Applications, vol. 20, no. 1, pp. 35-46, 2009.
24. B. Mandal, X. D. Jiang, and A. Kot, "Verification of Human Faces Using Predicted Eigenvalues," 19th International Conference on Pattern Recognition, Tampa, FL, USA, vol. 1-6, pp. 1442-1445, 2008.