Reconstruction of relief objects from line drawings

This paper addresses the problem of automatic reconstruction of a 3D relief from a line drawing on top of a given base object. Reconstruction is challenging due to four reasons – the sparsity of the strokes, their ambiguity, their large number, and their inter-relations. Our approach is able to reconstruct a model from a complex drawing that consists of many inter-related strokes. Rather than viewing the interdependencies as a problem, we show how they can be exploited to automatically generate a good initial interpretation of the line drawing. Then, given a base and an interpretation, we propose an algorithm for reconstructing a consistent surface. The strength of our approach is demonstrated in the reconstruction of archaeological artifacts from drawings. These drawings are highly challenging, since artists created very complex and detailed descriptions of artifacts regardless of any considerations concerning their future use for shape reconstruction.

• Type: Journal
• Year: 2011
• Where: CVPR
• Authors: Michael Kolomenkin, George Leifman, Ilan Shimshoni, Ayellet Tal
• Keywords: Automatic Reconstruction, Computer Vision, CVPR 2011, Inter-related Strokes, Shape Reconstruction