Along with image and video libraries, archives of 3D models have recently gained increasing attention. Accordingly, there is an increasing demand for solutions enabling retrieval of 3D models based on global properties as well as properties of object parts. In particular, retrieval based on object parts relies on segmentation of 3D objects into their constituent parts. This is a challenging task, as the identification of object parts should conform to human perceptual judgement. Therefore, definition of models and solutions that enable decomposition of 3D objects into perceptually relevant parts is a fundamental step to enable effective retrieval based on object parts. However, a few approaches have been proposed to support segmentation of 3D meshes into perceptually relevant parts. In this paper, we propose a model based on pulse-coupled oscillator networks. Preliminary experiments are reported to demonstrate the validity and potential of the proposed solution.

Segmentation of 3D Objects using Pulse-coupled Oscillator Networks / E. CECCARELLI; A. DEL BIMBO; P. PALA. - STAMPA. - (2005), pp. 153-156. (Intervento presentato al convegno IEEE Int. Conf. on Multimedia and Expo tenutosi a Amsterdam nel July 6-8) [10.1109/ICME.2005.1521383].

Segmentation of 3D Objects using Pulse-coupled Oscillator Networks.

DEL BIMBO, ALBERTO;PALA, PIETRO
2005

Abstract

Along with image and video libraries, archives of 3D models have recently gained increasing attention. Accordingly, there is an increasing demand for solutions enabling retrieval of 3D models based on global properties as well as properties of object parts. In particular, retrieval based on object parts relies on segmentation of 3D objects into their constituent parts. This is a challenging task, as the identification of object parts should conform to human perceptual judgement. Therefore, definition of models and solutions that enable decomposition of 3D objects into perceptually relevant parts is a fundamental step to enable effective retrieval based on object parts. However, a few approaches have been proposed to support segmentation of 3D meshes into perceptually relevant parts. In this paper, we propose a model based on pulse-coupled oscillator networks. Preliminary experiments are reported to demonstrate the validity and potential of the proposed solution.
2005
IEEE Int. Conf. on Multimedia and Expo
IEEE Int. Conf. on Multimedia and Expo
Amsterdam
July 6-8
E. CECCARELLI; A. DEL BIMBO; P. PALA
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Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/240778
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