Title :
Real-time 3D page tracking and book status recognition for high-speed book digitization based on adaptive capturing
Author :
Noguchi, So ; Yamada, Makoto ; Watanabe, Yoshihiro ; Ishikawa, Masatoshi
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Univ. of Tokyo, Tokyo, Japan
Abstract :
In this paper, we propose a new book digitization system that can obtain high-resolution document images while flipping the pages automatically. The distinctive feature of our system is the adaptive capturing that has a crucial role in achieving high speed and high resolution. This adaptive capturing requires observing the state of the flipped pages at high speed and with high accuracy. In order to meet this requirement, we newly propose a method of obtaining the 3D shape of the book, tracking each page, and evaluating the state. In addition, we explain the details of the proposed high-speed book digitization system. We also report some experiments conducted to verify the performance of the developed system.
Keywords :
adaptive signal processing; document image processing; image recognition; image resolution; tracking; 3D shape; adaptive capturing; book status recognition; high-resolution document images; high-speed book digitization system; page flipping; real-time 3D page tracking; Books; Cameras; Image resolution; Shape; Shape measurement; Three-dimensional displays; Timing;
Conference_Titel :
Applications of Computer Vision (WACV), 2014 IEEE Winter Conference on
Conference_Location :
Steamboat Springs, CO
DOI :
10.1109/WACV.2014.6836108