Computer vision technologies of structure matching based on surface representation have demonstrated their effectiveness in many research fields. In particular they can be successfully applied to in silico studies of molecular biology. Protein activities, in fact, are driven by their external characteristics, therefore the ability to match surfaces allows one to quickly infer information about possible interactions and functions of biological components. In this work we present a surface matching algorithm which is able to screen possible macromolecular interactions in terms of surface complementarities. The main characteristics of the algorithm is the exploitation of an intermediate level of data representation for 3D surfaces based on images of local description. This approach enables the matching of small pieces of surfaces, which is a crucial aspect when working in the biological context.

Image based system for surface matching in macromolecular screening

Merelli I;Cozzi P;D'Agostino D;Clematis A;Milanesi L
2008

Abstract

Computer vision technologies of structure matching based on surface representation have demonstrated their effectiveness in many research fields. In particular they can be successfully applied to in silico studies of molecular biology. Protein activities, in fact, are driven by their external characteristics, therefore the ability to match surfaces allows one to quickly infer information about possible interactions and functions of biological components. In this work we present a surface matching algorithm which is able to screen possible macromolecular interactions in terms of surface complementarities. The main characteristics of the algorithm is the exploitation of an intermediate level of data representation for 3D surfaces based on images of local description. This approach enables the matching of small pieces of surfaces, which is a crucial aspect when working in the biological context.
2008
Istituto di Matematica Applicata e Tecnologie Informatiche - IMATI -
Istituto di Tecnologie Biomediche - ITB
Inglese
IEEE International Conference on Bioinformatics and Biomedicine
2008 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2008), Philadelphia, PA, USA, Nov. 7-9, 2008.
397
401
978-0-7695-3452-7
http://www.computer.org/portal/web/csdl/doi/10.1109/BIBM.2008.20
IEEE Computer Society
Washington, DC
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
3-5 November 2008
Philadelphia, USA
Bioinformatics
images
surface
protein
prediction
5
restricted
Merelli, I; Cozzi, P; D'Agostino, D; Clematis, A; Milanesi, L
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/144767
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