[Legacy Report] 3D SURFACE RECONSTRUCTION

#3D #MODEL #SVM #RBF

Abstract: Applications based on three-dimensional object models are today very common, and can be found in many fields as design, archeology, medicine, and entertainment. A digital 3D model can be obtained, for example, by means of physical object measurements performed by using a 3D scanner. In this approach, an important step of the 3D model building process consists of creating the object's surface representation from a cloud of noisy points sampled on the object itself. This process can be viewed as the estimation of a function from a finite subset of its points.

AUTHORS:   VINCENZO PIURI, FRANCESCO BELLOCCHIO, ALBERTO BORGHESE, STEFANO FERRARI

Università degli Studi di Milano, Italy

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• Co-sponsored by AP03/MTT17 & CAS/ED