SUS A NEW GENERATION THINKING ROBOTS - The Visual Intelligence Tests
Zbigniew Les, Magdalena Les
2005
Abstract
In this paper understanding abilities of the shape understanding system (SUS) are tested based on the methods used in the intelligence tests. These tests are formulated as tasks given to the system and performance is compared with the human performance of these tasks. The tests were based on the progressive matrices test which requires the good visual problem solving abilities of the human subject. SUS solves these tests by transforming the visual form into the string form. The proposed string form makes it possible to perform complex visual reasoning. The experiment proved that the proposed method, which is part of the SUS visual understanding abilities, can solve the test that is very difficult for human subject.
References
- Bhanu, B., and Faugeras, O.D. (1984). "Shape Matching of Two-Dimensional Objects." IEEE Transactions on Pattern Analysis and Machine Intelligence 6(2): 137- 156.
- Colaruso, R., and Hammil, D. (2003). Motor Free Visual Perception Test. New York, Academic Therapy Publications.
- Gardener, M. F. (1996). Test of Visual-Perceptual Skills, Psychological and Educational Publicatios.
- He, Y., and Kundu, A. (1991). "2-D Shape Classification Using Hidden Markov Model." IEEE Transactions on Pattern Analysis and Machine Intelligence 13(11): 1172-1184.
- Kartikeayan, B., and Sarkar, A. (1989). "Shape Description by Time Series." IEEE Transactions on Pattern Analysis and Machine Intelligence 11(9): 977- 984.
- Les, Z. (2002). "Shape Understanding System: Understanding the thin object." An International Journal Computers and Graphics 26(6): 951-970.
- Les, Z., and Les, M. (2003). "Shape Understanding system: Understanding of the Convex Objects." The Journal of Electronic Imaging 12(2): 327-341.
- Les, Z., and Les, M. (2004). "Shape Understanding System-the System of Experts." International Journal of Intelligent Systems 19(10): 949-978.
- Les, Z., and Les, M. (2005). "Shape Understanding System: Understanding of the Complex Object." The Journal of Electronic Imaging (in print) 14(2).
- Les, Z., and Les, M. (2005). "Understanding of a Concave Polygon Object in Shape Understanding System." Journal of Computer and Graphics 29(3): 365-378.
- Lu, C. H., and Dunham, J.G. (1993). "Shape Matching Using Polygon Approximation and Dynamic Alignment." Pattern Recognition Letters 14: 945-949.
- Pal, N. R., Pal, P., and Basu, A.K. (1993). "A New Shape Representation Scheme and Its Application to Shape Discrimination Using a Neural Network." Pattern Recognition 26(4): 543-551.
- Pope, A. R. (1994). Model-based Object Recognition, a Survey of Recent Research, Department of Computer Science, The University of British Columbia.
Paper Citation
in Harvard Style
Les Z. and Les M. (2005). SUS A NEW GENERATION THINKING ROBOTS - The Visual Intelligence Tests . In Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO, ISBN 972-8865-30-9, pages 415-424. DOI: 10.5220/0001174404150424
in Bibtex Style
@conference{icinco05,
author={Zbigniew Les and Magdalena Les},
title={SUS A NEW GENERATION THINKING ROBOTS - The Visual Intelligence Tests},
booktitle={Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO,},
year={2005},
pages={415-424},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001174404150424},
isbn={972-8865-30-9},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 4: ICINCO,
TI - SUS A NEW GENERATION THINKING ROBOTS - The Visual Intelligence Tests
SN - 972-8865-30-9
AU - Les Z.
AU - Les M.
PY - 2005
SP - 415
EP - 424
DO - 10.5220/0001174404150424