Title
Single Image Weathering via Exemplar Propagation.
Abstract
This paper presents an efficient approach for generating weathering effects with detailed appearance variations in a single image. Previous approaches merely change chroma or reflectance of weathered objects, which is not sufficient for materials with detailed shading and texture variations, such as growing moss and peeling plaster. Our method propagates such detailed features via seamless patch-based synthesis driven by weathering degree distribution. Unlike previous methods, the weathering degrees are calculated efficiently using Radial Basis Functions even for materials with wide color variations. We use graph cut-based optimization to identify the most weathered region as a weathering exemplar, from which we sample weathering patches. We demonstrate our method enables us to generate various types of detailed weathering effects interactively.
Year
DOI
Venue
2016
10.1111/cgf.12850
COMPUTER GRAPHICS FORUM
Field
DocType
Volume
Cut,Computer vision,Radial basis function,Computer graphics (images),Computer science,Artificial intelligence,Degree distribution,Weathering,Reflectivity,Shading
Journal
35.0
Issue
ISSN
Citations 
2.0
0167-7055
0
PageRank 
References 
Authors
0.34
24
4
Name
Order
Citations
PageRank
Satoshi Iizuka138316.18
Yuki Endo2647.29
Yoshihiro Kanamori315918.85
Jun Mitani419516.27