Title :
A Book Dewarping System by Boundary-Based 3D Surface Reconstruction
Author :
Yuan He ; Pan Pan ; Shufu Xie ; Jun Sun ; Naoi, Satoshi
Author_Institution :
Fujitsu R&D Center Co., Ltd., Beijing, China
Abstract :
Non-contact imaging devices such as digital cameras and overhead scanners can convert hardcopy books to digital images without cutting them to individual pages. However, the captured images have distinct distortions. A book dewarping system is proposed to remove the perspective and geometric distortions automatically from single images. A book boundary model is extracted, and a 3D book surface is reconstructed. And then the horizontal and vertical metrics of each column are restored from it. Experimental results show the good dewarping and speed performance. Since no additional equipments and no restrictions to specific book layouts or contents are needed, the proposed system is very practical in real applications.
Keywords :
document image processing; feature extraction; image reconstruction; publishing; book boundary model extraction; book dewarping system; boundary-based 3D surface reconstruction; digital cameras; geometric distortions; horizontal metrics; noncontact imaging devices; overhead scanners; perspective distortions; vertical metrics; Image reconstruction; Image segmentation; Imaging; Measurement; Solid modeling; Surface reconstruction; Three-dimensional displays; 3D surface reconstruction; document image rectification; document image restoration; image dewarping;
Conference_Titel :
Document Analysis and Recognition (ICDAR), 2013 12th International Conference on
Conference_Location :
Washington, DC
DOI :
10.1109/ICDAR.2013.88