Exploiting CART methodology in digital color imaging: summary of an experience

Brambilla, C. and Cusano, C. and Schettini, R. (2004) Exploiting CART methodology in digital color imaging: summary of an experience. Technical Report. CNR. Istituto di Matematica Applicata e Tecnologie Informatiche (IMATI). Sezione di Milano, Milano, IT. (Unpublished)

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Abstract

In this paper we summarize our experience in the use of CART methodology for the automatic semantic classification of digital images based on low-level features describing some of their pictorial characteristics. The problems addressed are those of sorting photographs, graphics, texts and compound documents, and distinguishing indoor, outdoor and close-up photographs. The experiments were carried out inside a research project aimed to provide semantic information to automatic image enhancement tools

Item Type: Monograph (Technical Report)
Uncontrolled Keywords: CART methodology; Digital images; Low-level features; Random forests
Subjects: 500 Scienze naturali e Matematica > 510 Matematica
Depositing User: biblioteca 3
Date Deposited: 15 Mar 2006
Last Modified: 20 May 2010 12:00
URI: http://eprints.bice.rm.cnr.it/id/eprint/141

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