Visual learning with navigation as an example

IEEE Intelligent Systems and Their Applications

Volumn 15, Issue 5, 2000, Pages 63-71

  Weng, Juyang ^a,b   Chen, Shaoyun ^a,c  

^a MICHIGAN STATE UNIVERSITY   (United States)

^b Michigan State University   (United States)

^c KLA TENCOR CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPEARANCE BASED METHODS; LINEAR DISCRIMINANT ANALYSIS; MODEL BASE DESIGN METHOD; NAVIGATION CONTROL; VISUAL LEARNING;

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER VISION; DATA STRUCTURES; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; IMAGE PROCESSING; MOBILE ROBOTS; NAVIGATION SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL METHODS; VECTORS;

LEARNING SYSTEMS;

EID: 0034262723     PISSN: 10947167     EISSN: None     Source Type: Journal    
DOI: 10.1109/5254.889108     Document Type: Article

References (8)

1. M. Kirby and L. Sirovich, "Application of the Karhunen-Loève Procedure for the Characterization of Human Faces," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 12, No. 1, Jan. 1990, pp. 103-108.
2. M. Turk and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, Vol. 3, No. 1, Jan. 1991, pp. 71-86.
3. J. Weng, "Cresceptron and Shoslif: Toward Comprehensive Visual Learning," Early Visual Learning, S.K. Nayar and T. Poggio, eds., Oxford Univ. Press, New York, 1996, pp. 183-214.
4. L. Breiman et al., Classification and Regression Trees, Chapman & Hall, New York, 1993.
5. K. Fukunaga. Introduction to Statistical Pattern Recognition, 2nd ed., Academic Press, New York, 1990.
6. D.R. Cox, "Statistical Analysis of Time Series: Some Recent Developments," Scandinavian J. Statistics, Vol. 8, No. 2, June 1981, pp. 93-115.
7. J. Weng and S. Chen, "Vision-Guided Navigation Using Shoslif," Neural Networks, Vol. 11, Nos. 7-8, Oct./Nov. 1998, pp. 1511-1529.
8. J. Weng et al., "Developmental Humanoids: Humanoids that Develop Skills Automatically," Proc. First IEEE-RAS Int'l Conf. Humanoid Robotics (CD-ROM), IEEE Press, Piscataway, N.J., 2000.