Classification of 3D Archaeological Objects Using Multi-View Curvature Structure Signatures

Classification of 3D Archaeological Objects Using Multi-View Curvature Structure Signatures

We propose a generalized 3D shape descriptor for the efficient classification of 3D archaeological artifacts. Our descriptor is based on a multi-view approach of curvature features, consisting of the following steps: pose normalization of 3D models, local curvature descriptor calculation, constructi...

Full description

Bibliographic Details
Main Authors: Mario Canul-Ku, Rogelio Hasimoto-Beltran, Diego Jimenez-Badillo, Salvador Ruiz-Correa, Edgar Roman-Rangel
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
3D shape descriptor
multi-class classification
multi-view approach
curvature
transfer learning
Online Access:https://ieeexplore.ieee.org/document/8576529/

Similar Items

Similar Items