PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm
Christophe Marsala, Marcin Detyniecki, Nicolas Usunier and Massih Amini
In: TREC Video Retrieval Evaluation Online Proceedings (TRECVID 2007), 1-3 Nov 2007, USA.

Abstract

In this paper, we present the methodology we applied in our submission to the NIST TRECVID2007 evaluation. We participated in the High-level Feature Extraction task. Our approach is based on the use of a Forest of Fuzzy Decision Trees combined with the RankBoost algorithm.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:3533
Deposited By:Massih Amini
Deposited On:11 February 2008

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