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Technical Report Details

Date 21-2-2008
Number DISI-TR-08-02
Title Improving 3D Shape retrieval with SVM
Authors E. Delponte, C. Basso, F. Odone, E. Puppo
Bibtex Entry @TECHREPORT{delponte08tr, author = {Delponte, E. and Basso, C. and Odone, F. and Puppo, E.}, t
E-mail curzio.basso@disi.unige.it
Link http://www.disi.unige.it/person/BassoC/pubs/delponte08techrep.pdf
Abstract In this paper we propose a technique that combines a classification method from the statistical learning literature with a conventional approach to shape retrieval. The idea that we pursue is to improve both results and performance by filtering the database of shapes before retrieval with a shape classifier, which allows us to keep only the shapes belonging to the classes most similar to the query shape. The experimental analysis that we report shows that our approach improves the computational cost in the average case, and leads to better results too.
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