Title
3D shape restoration via matrix recovery
Abstract
Cultural relics are often damaged and incomplete due to various reasons. For the purpose of helping archaeological studies, we present a novel method for simultaneously restoring the original shapes of a group of similar objects. Based on the assumption that similar shapes are approximately linearly correlated, we use a matrix recovery technique to achieve the restoration. In order to represent input shapes in a matrix form, vectorization of each aligned sample is carried out by stacking coordinates of dense corresponding points that are generated by a surface matching scheme using non-rigid deformation. An experiment using 3D scans of facial sculptures from Bayon is conducted, and the result verifies the feasibility and effectiveness of our method.
Year
DOI
Venue
2010
10.1007/978-3-642-22819-3_31
ACCV Workshops (2)
Keywords
Field
DocType
novel method,non-rigid deformation,matrix form,similar object,dense corresponding point,archaeological study,facial sculpture,shape restoration,cultural relic,similar shape,matrix recovery technique
Matrix form,Computer vision,Similarity (geometry),Computer science,Matrix (mathematics),Vectorization (mathematics),Artificial intelligence,Deformation (mechanics),Stacking
Conference
Volume
ISSN
Citations 
6469
0302-9743
4
PageRank 
References 
Authors
0.58
15
5
Name
Order
Citations
PageRank
Min Lu1131.75
Bo Zheng215913.62
Jun Takamatsu328051.47
Ko Nishino497760.71
Katsushi Ikeuchi54651881.49