Title :
An Efficient Text Capture Method for Moving Robots Using DCT Feature and Text Tracking
Author :
Shiratori, Hiroki ; Goto, Hideaki ; Kobayashi, Hiroaki
Author_Institution :
Graduate Sch. of Inf. Sci., Tohoku Univ., Sendai
Abstract :
When a moving robot tries to find text in the surrounding scene by an onboard video camera, the same text strings appear in many image frames. Since it is a waste of time to recognize the same text strings repeatedly it is necessary to decrease text candidate regions for recognition. This paper presents a text capture system that can look around the environment by an active camera, reducing the number of text strings to be recognized. The text candidate regions are extracted from the images by an improved DCT feature. The text regions are tracked in a video sequence to reduce the text candidate strings. In experiments, we tested 55 images of corridor with seven text strings. The text candidate regions are reduced by 86.8% by our method
Keywords :
discrete cosine transforms; feature extraction; image recognition; image sequences; mobile robots; robot vision; video cameras; discrete cosine transform; moving robots; onboard video camera; text capture; text strings; text tracking; video sequence; Cameras; Character recognition; Discrete cosine transforms; Information retrieval; Layout; Orbital robotics; Robot vision systems; Testing; Text recognition; Video sequences;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.243