Title :
Mathematical Structures of Line Drawings of Polyhedrons-Toward Man-Machine Communication by Means of Line Drawings
Author :
Sugihara, Kokichi
Author_Institution :
Faculty of Engineering, Department of Information Science, Nagoya University, Fur¿-ch¿, Chikusa-ku, Nagoya, Japan.
Abstract :
Mathematical structures of line drawings of polyhedrons are studied and practical as well as theoretical solutions are obtained for several fundamental problems aroused in scene analysis and in man-machine communication. First, a necessary and sufficient condition for a line drawing to correctly represent a polyhedron is obtained in terms of linear algebra. Next, combinatorial structures are investigated and practical solutions are obtained to such problems as how to discriminate between correct and incorrect line drawings and how to correct vertex-position errors in incorrect line drawings. Lastly, distribution of the degree of freedom of a line drawing is elucidated and a method is proposed for interactive reconstruction of a polyhedron from a line drawing. The results obtained here enable us to make manmachine communication more ``flexible´´ in the sense that a machine can reconstruct three-dimensional objects from hand-drawn pictures even if the pictures are not perfect.
Keywords :
Design automation; Engineering drawings; Error correction; Image analysis; Linear algebra; Machine intelligence; Man machine systems; Shape; Sufficient conditions; Surface texture; Computer vision; flexible communication; hand-drawn pictures; imperfect pictures; line drawings of polyhedrons; machine intelligence; man-machine communication; polyhedral scenes; scene analysis;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1982.4767289