Title :
An object-oriented model for drawing understanding and its ability of noise absorption
Author :
Wu, Wei ; Lu, Wei ; Sakauchi, Masao
Author_Institution :
Tokyo Univ., Japan
Abstract :
In this paper we propose a new framework of object-oriented model named MTDM (Matching Tree Driving Model) for drawing understanding and verify its ability of noise absorption. MTDM makes use of descriptions of object-oriented style and is an integration of static and dynamic description of recognition target. Static descriptions are for representation of abstract features so that description of structure and restriction become easier. At the same time static descriptions can be independent of matching procedures of recognition target. The dynamic descriptions are for matching control of recognition target in the form of tree structure named matching tree. Matching procedures for complex targets can be easily described with multiple matching trees. By application to several typical engineering drawings, particularly drawings with noises and distortions MTDM is proven to be suitable for multipurpose and multitarget platform
Keywords :
document image processing; image recognition; object-oriented programming; MTDM; Matching Tree Driving Model; drawing understanding; dynamic description; matching tree; multipurpose platform; multitarget platform; noise absorption; object-oriented model; static description; tree structure; Absorption; Character recognition; Engineering drawings; Engines; Object oriented modeling; Pattern recognition; Shape; Solid modeling; Target recognition; Tree data structures;
Conference_Titel :
Document Analysis and Recognition, 1995., Proceedings of the Third International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-8186-7128-9
DOI :
10.1109/ICDAR.1995.598990