Journal of Information Technology & Software Engineering

Journal of Information Technology & Software Engineering
Open Access

ISSN: 2165- 7866

+32-10-28-02-25

Paluszny M

Paluszny M

Venezuela

Publications
  • Research Article
    3D Modeling with Support Vector Machines
    Author(s): Montilla G, Bosnjak A, Paluszny M and Villegas HMontilla G, Bosnjak A, Paluszny M and Villegas H

    We developed a new approach based on Support Vector Machines (SVM) to model solids defined by a set of points on their surface. In problems of classification, regression and support of distribution, SVM are focused in the hyper-planes of maximum margin in the feature space. However, the forms that could be described by these surfaces when they return to the input space have not been studied in depth. In this paper, these surfaces are used to model complex objects, connected or non- connected, with a great amount of points, in order of tens of thousands, and with various topologies (hollow, branches, etc.). Two constrains were kept: 1) The use of traditional algorithms of SVM theory; and 2) The design of the appropriate training sets from the object. This combination produced a novel tool and the results obtained illustrated the potential of the proposed method. Therefore, this new app.. Read More»
    DOI: 10.4172/2165-7866.1000110

    Abstract PDF

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