Title :
Shape reconstruction and image restoration for non-flat surfaces of documents with a stereo vision system
Author :
Yamashita, Atsushi ; Kawarago, Atsushi ; Kaneko, Toru ; Miura, Kenjiro T.
Author_Institution :
Dept. of Mech. Eng., Shizuoka Univ., Japan
Abstract :
In this paper, we propose a shape reconstruction and image restoration method for paper documents with curved surfaces or fold lines by using a stereo vision system. Characters in images of thick book´s pages acquired with an image scanner are difficult to recognize because they are deformed under the influence of curved surface. Therefore, 3-D shape reconstruction of the book´s surface is executed from the result of the stereoscopic measurement by putting the book upward, and an image of a flat surface is recovered from the curved or folded surface. The validity of the proposed method is shown through experiments.
Keywords :
character recognition; document image processing; image restoration; image scanners; stereo image processing; 3D shape reconstruction; book surface; curved surfaces; flat surface; fold lines; folded surface; image characters; image restoration; image scanner; nonflat surfaces; paper documents; stereo vision system; stereoscopic measurement; thick book pages; Books; Cameras; Character recognition; Distortion measurement; Image reconstruction; Image restoration; Optical distortion; Shape measurement; Stereo vision; Surface reconstruction;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334171