Scene understanding by rule evaluation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 19, Issue 11, 1997, Pages 1284-1288

  Bischof, Walter F ^a   Caelli, Terry ^b  

^a UNIVERSITY OF ALBERTA   (Canada)

^b CURTIN UNIVERSITY   (Australia)

Author keywords

Conditional rule generation; Machine learning; Object recognition; Scene understanding; Visual learning

Indexed keywords

KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; PROBLEM SOLVING;

CONDITIONAL RULE GENERATION (CRG) TECHNIQUE; SCENE UNDERSTANDING; VISUAL LEARNING;

OBJECT RECOGNITION;

EID: 0031269327     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.632987     Document Type: Article

References (12)

1. S. Muggleton, Inductive Logic Programming. New York: Academic Press, 1992.
2. J.R. Quinlan, C4.5 Programs for Machine Learning. San Mateo, Calif.: Morgan Kaufmann, 1993.
3. F. Tsai, "Geometric Hashing With Line Features," Pattern Recognition, vol. 27, pp. 377-389,1994.
4. P. Flynn and A.K. Jain, "3D Object Recognition Using Invariant Feature Indexing of Interpretation Tables," Computer Vision, Graphics, and Image Processing, vol. 55, pp. 119-129,1992.
5. C. Hanson and T. Henderson, "Gagd-Based Computer Vision," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, pp. 1,181-1,193,1989.
6. W.E.L. Crimson, Object Recognition by Computer. Cambridge, Mass.: MIT Press, 1990.
7. A.K. Jain and D. Huffman, "Evidence-Based Recognition of Objects," JEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 10, pp. 783-802,1988.
8. T. Caelli and A. Dreier, "Variations on the Evidenced-Based Object Recognition Theme," Pattern Recognition, vol. 27, pp. 185-204, 1994.
9. W.F. Bischof and T. Caelli, "Visual Learning of Patterns and Objects," JEEE Trans. Systems, Man and Cybernetics, in press.
10. D.G. Lowe, Perceptual Organization and Visual Recognition. Boston: Kluwer Academic Publishers, 1985.
11. A.K. Jain and R.C. Dubes, Algorithms for Clustering Data. Englewood Cliffs, N.J.: Prentice Hall, 1988.
12. T. Caelli, E. Osman, and G. West, "On Learning to Recognize 3D Shape Defects," Proc. Third Int'l Conf. Visual Form (IWVF3), 1997.