Classifying Visual Objects with the Consistency-Driven Pairwise Comparisons Method

• Autorzy: Koczkodaj W. W. , Robidoux N. , Tadeusiewicz R.
• Języki publikacji: EN

Abstrakty

EN

The classification of the various image features or visual objects can be carried out by the consistency-driven pairwise comparisons method based on their relative importance. A key issue in the proposed approach is a weight-based synthesis for combining various image features. When compared with the traditional experience-based linear assignment method, the proposed approach is more effective and easy to communicate.

Słowa kluczowe

EN

machine vision; visual object; pairwise comparison; inconsistency analysis; content-based image retrieval (CBIR)

• Wydawca: Institute of Information Technology of the Warsaw University of Life Sciences – SGGW
• Czasopismo: Machine Graphics and Vision
• Rocznik: 2009
• Tom: Vol. 18, No. 2
• Strony: 143--154
• Opis fizyczny: Bibliogr. 12 poz., il., wykr.

Twórcy

autor

Koczkodaj W. W.

autor

Robidoux N.

autor

Tadeusiewicz R.

• Laurentian University, Department of Mathematics and Computer Science, Sudbury ON P3E 2C6

Bibliografia

• [1] de Caritat, M. J. A. N., Marquis de Condorcet: Essai sur 1'Application de L'Analyse a la Probabilite des Decisions Rendues a la Pluraliste des Voix. Facsimile reprint of original published in Paris, 1972, by the Imprimerie Royale. 1785.
• [2] Fechner, G. T.: Elements of Psychophysics, Vol. 1. Translation by H. E. Adler of Elemente der Psychophysik (Leipzig Breitkopf und Hartel, 1860). Holt, Rinehart and Winston, New York. 1965.
• [3] Thurstone, L. L., Law of Comparative Judgements, Psychological Review, 34, 273-286, 1927.
• [4] Saaty, T. L. (1977), A Scaling Methods for Priorities in Hierarchical Structure, Journal of Mathematical Psychology, vol. 15, 234-281.
• [5] Mehrabian, A. (1981). Silent messages: Implicit communication of emotions and attitudes (2nd ed.). Wadsworth, Belmont, California.
• [6] Kato, T. (1992), Database architechture for content-based image retrieval. In Proceedings of the SPIE - The International Society for Optical Engineering, volume 1662 (pp. 112-113). San Jose, CA, USA.
• [7] Koczkodaj, W. W. (1993), A New Definition of Consistency of Pairwise Comparisons. Mathematical and Computer Modelling, Vol. 18, 7, 79-84.
• [8] Herman, M. W., Koczkodaj, W. W., A Monte Carlo Study of Pairwise Comparison, Inf. Process. Lett., 57(1), 25-29, 1996.
• [9] Koczkodaj, W. W., (1996), Statistically Accurate Evidence of Improved Error Rate by Pairwise Comparisons, Perceptual and Motor Skills, 82, 43-48.
• [10] Koczkodaj, W.W., Testing the Accuracy Enhancement of Pairwise Comparisons by a Monte Carlo Experiment, Journal of Statistical Planning and Inference, 69(1), 21-32, 1998.
• [11] Koczkodaj, W. W., M. Orlowski N., Computing a consistent approximation to a generalized pairwise comparisons matrix, Computers & Mathematics with Applications, 37(3), 79-85, 1999.
• [12] Bozsóki, S., Rapcsak, T., On Saaty's and Koczkodaj's inconsistencies of pairwise comparison matrices, Journal of Global Optimization 2007.(to appear), available on line www.springerlink.com/content/v2x539n054112451/