Comparing images with distance functions based on attribute interaction

Authors:
Joaquim C. Felipe;Paulo M. A. Marques;André G. R. Balan;Caetano Jr Traina;Agma J. M. Traina
Affiliations:
University of São Paulo at Ribeirão Preto - Brazil;University of São Paulo at Ribeirão Preto - Brazil;University of São Paulo at São Carlos - Brazil;University of São Paulo at São Carlos - Brazil;University of São Paulo at São Carlos - Brazil
Venue:
Proceedings of the 2006 ACM symposium on Applied computing
Year:
2006

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Abstract

This paper presents two new families of distance functions for image comparison through their feature vectors. These families concern with the effects of the interaction of attributes when two images are compared. Experiments were executed in order to corroborate the effectiveness of the new functions, leading to very promising results.