VASESKETCH: Automatic 3D Representation of Pottery from Paper Catolog Drawings
The 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017), page 683--690 - November 2017
Abstract
We describe an automated pipeline for digitization
of catolog drawings of pottery types. This work is aimed
at extracting a structured description of the main geometric
features and a 3D representation of each class. The pipeline
includes methods for understanding a 2D drawing and using it
for constructing a 3D model of the pottery. These will be used
to populate a reference database for classification of potsherds.
Furthermore, we extend the pipeline with methods for
breaking the 3D model to obtain synthetic sherds and methods
for capturing images of these sherds in a way that matches
the imaging methodology of archaeologists. These will serve to
build a massive set of synthetic sherd images that will help
train and test future automated classification systems.
Images and movies
BibTex references
@InProceedings\{BIDWCDS17, author = "Banterle, Francesco and Itkin, Barak and Dellepiane, Matteo and Wolf, Lior and Callieri, Marco and Dershowitz, Nachum and Scopigno, Roberto", title = "VASESKETCH: Automatic 3D Representation of Pottery from Paper Catolog Drawings", booktitle = "The 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017)", pages = "683--690", month = "November", year = "2017", publisher = "IEEE", organization = "IEEE", url = "http://vcg-legacy.isti.cnr.it/Publications/2017/BIDWCDS17" }