Abstract
This paper investigates the integration of verbal and visual information for describing (explaining) the content of images formed by three–dimensional geometrical figures, from a hybrid neurosymbolic perspective. The results of visual object classifications involving top–down application of stored knowledge and bottom–up image processing are effectively explained relying on both words and pictures. The latter seems particularly suitable in explanations concerning high–level visual tasks involving both top–down reasoning and bottom–up perceptual processes.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Burattini, E., Coraggio, P., De Gregorio, M., Ripa, B.: Agent Wisard go and catch that image. In: Proc. First IAPR–TC3 Workshop, Florence, Italy, pp. 89–95 (2003)
Burattini, E., Coraggio, P., De Gregorio, M.: Agent Wisard: a hybrid system for reconstructing and understanding two–dimensional geometrical figures. In: Abraham, et al. (eds.) Design and Application of Hybrid Intelligent Systems, pp. 887–896 (2003)
Burattini, E., De Gregorio, M., Tamburrini, G.: Pictorial and Verbal Components in AI Explaination. In: Musio, C. (ed.) Vision: The Approach of Biophysics and Neuroscience, pp. 471–475. World Scientific, Singapore (2001)
Cawsey, A.: Developing an explanation component for a knowledge-based system. Expert Systems with Applications 8, 527–531 (1995)
Sun, R., Bookman, L.A. (eds.): Computational Architectures Integrating Neural and Symbolic Processes. Kluwer, Dordrecht (1995)
Sun, R., Alexandre, F.: Connectionist–Symbolic Integration. Lawrence Erlbaum, Hillsdale (1997)
De Gregorio, M.: Integrating Inference and Neural Classification in a Hybrid System for Recognition Tasks. Mathware & Soft Computing 3, 271–279 (1996)
Burattini, E., De Gregorio, M., Tamburrini, G.: Generating and classifying recall images by neurosymbolic computation. In: Ritter, Young (eds.) Proc. Second European Conference on Cognitive Modelling, Nottingham, UK, pp. 127–134 (1998)
Aleksander, I., Thomas, W., Bowden, P.: WiSARD, a radical new step forward in image recognition. Sensor Rev., 120–124 (1984)
De Gregorio, M.: On the reversibility of multidiscriminator systems. Technical report 125/97, Istituto di Cibernetica CNR, Pozzuoli, Italy (1997)
Burattini, E., De Gregorio, M., Tamburrini, G.: Mental imagery in explaination of visual object classification. In: VIth Brazilian Symposium on Neural Networks, Rio de Janeiro, Brazil, pp. 137–143 (2000)
Rao, M.S., Georgeff, M.P.: An abstract architecture for rational agents. In: Rich, C., Swartout, W., Nebel, B. (eds.) Proceedings of Knowledge Representation and Reasoning, pp. 439–449 (1992)
Staffa, M.: A BDI Agent Acting in a Block World, Laurea Thesis in Informatics, Universitá degli Studi di Napoli Federico II, Italy (2004)
Fukushima, K.: Neocognitron: A self-organizing Neural Network Model for a Mechanism of Pattern Recognition Uneffected by Shift in Position. Biological Cybernetics 36, 193–202 (1980)
Fukushima, K., Miyake, S.: Neocognitron: a new algorithm for pattern recognition tolerant of deformations and shifts in position. Pattern Recognition 36(6), 455–469 (1982)
Aleksander, I., Morton, H.: An introduction to Neural Computing. Chapman and Hall, Boca Raton (1990)
Coraggio, P.: ProAgent: a language for designing and implementing BDI agents. A case of study: an agent for recognizing and classifying geometrical figures, Laurea Thesis in Physics, Univ. degli Studi di Napoli Federico II, Italy (2003)
Burattini, E., De Gregorio, M.: Qualitative Abduction and Prediction; Regularities over Various Expert Domains. Inf. and Decision Technologies 8, 471–481 (1994)
Kosslyn, S.M.: Image and Brain, pp. 54–60. MIT Press, Cambridge (1994)
Ishai, A., Sagi, D.: Common mechanisms of visual imagery and perception. Science 268, 1772–1774 (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Burattini, E., Coraggio, P., De Gregorio, M., Staffa, M. (2005). Agent WiSARD in a 3D World. In: Mira, J., Álvarez, J.R. (eds) Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach. IWINAC 2005. Lecture Notes in Computer Science, vol 3562. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11499305_28
Download citation
DOI: https://doi.org/10.1007/11499305_28
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-26319-7
Online ISBN: 978-3-540-31673-2
eBook Packages: Computer ScienceComputer Science (R0)