Title :
Coordinate systems reconstruction for graphical documents by Hough-feature clustering and geometric analysis
Author :
Yanping, Zhou ; Lim, Tan Chew
Author_Institution :
Sch. of Comput., Nat. Univ. of Singapore, Singapore
Abstract :
Two-dimensional and three-dimensional coordinate systems are the basic graphics symbols in many graphical documents. A robust coordinate system detection scheme is needed in order to further decompose other graphics elements accurately. In this paper, we propose a robust coordinate systems reconstruction approach that combines the geometric information of the coordinate systems with feature clustering and line segments verification techniques in the Hough space. Experiments on both 2D and 3D scanned diagram images show that the proposed approach is robust and applicable in constructing the coordinate systems when comparing with other projection-based coordinate systems detection approaches.
Keywords :
Hough transforms; document image processing; geometry; image reconstruction; image segmentation; pattern clustering; 2D scanned diagram images; 3D scanned diagram images; Hough feature clustering technique; Hough space; geometric analysis; geometric information; graphical documents; line segment verification techniques; projection based coordinate systems; robust coordinate system detection; robust coordinate systems reconstruction; three dimensional coordinate systems; two dimensional coordinate systems; Data mining; Equations; Graphics; Image reconstruction; Image segmentation; Inspection; Reconstruction algorithms; Robustness; Testing; Transforms;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334130