Discriminant feature fusion strategy for supervised learning

Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

Volumn , Issue , 2006, Pages 301-304

  Li, Jun Bao ^a   Chu, Shu Chuan ^b   Chang, Jung Chou Harry ^c   Pan, Jeng Shyang ^d  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b CHENG SHIU UNIVERSITY   (Taiwan)

^c Viswis Inc   (Taiwan)

^d NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINED OPTIMIZATION; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; PROBLEM SOLVING;

DISCRIMINANT FEATURE FUSION; THEORY DERIVATION;

SUPERVISED LEARNING;

EID: 40349087427     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IIH-MSP.2006.265003     Document Type: Conference Paper

References (8)

1. Taropa, E., Srini, V.P., Won-Jong Lee, and Tack-Don Han, "Data Fusion Applied on Autonomous Ground Vehicles", The 8th International Conference Advanced Communication Technology, vol. 1, Feb. 2006, pp.744-749.
2. A.H. Gunatilaka, B.A. Baertlein, "Feature-level and decision-level fusion of noncoincidently sampled sensors for land mine detection", IEEE Trans. Pattern Analysis and Machine Intelligence, vol.23, no. 6, 2001, pp.577-589.
3. Lo, D.; Goubran, R.A.; Dansereau, R.M., "Robust joint audio-video talker localization in video conferencing using reliability information-II: Bayesian network fusion", IEEE Trans. Instrumentation and Measurement. Vol.54, Issue 4, Aug. 2005 pp. 1541-1547
4. Chengjun Liu; Wechsler, A shape-and texture-based enhanced Fisher classifier for face recognition, IEEE Trans. Image Processing, vol. 10, no.4, 2001, pp. 598-608.
5. Zhang Xinhua, An information model and method of feature fusion, Int. Conf. Signal Process. Vol.2, 1998, pp. 1389-1392.
6. R. Battiti, "Using mutual information for selecting features in supervised neural net learning", IEEE Trans. Neural Network vol. 5, no. 4, 1994, pp. 537-550.
7. Haifeng Li, Tao Jiang, and Keshu Zhang, "Efficient and Robust Feature Extraction by Maximum Margin Criterion," IEEE Trans. Neural Networks, vol. 17, no. 1, January 2006, pp. 157-165.
8. P.N. Belhumeur, J.P. Hespanha, and D.J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, July 1997.