Title :
Specification of signboard region and extraction of characters from scene picture
Author :
Kawano, Hideaki ; Nobe, Takuma ; Maeda, Hiroshi ; Ikoma, Norikazu
Author_Institution :
Kyushu Inst. of Technol., Kitakyushu
fDate :
Nov. 28 2007-Dec. 1 2007
Abstract :
In this paper, a method which specifies the signboard region and extracts the characters inside the signboard is proposed. We usually take notes not to forget what we should leave to memory. But it is often that the work is too intrusive. Our aim is the development of a new input-interface so as to input texts from a picture. Most of signboards are composed of almost monochromatic region. On the basis of the observation, image segmentation using color information is applied, and then we get some binary images by applying threshold for each segmented region. Each binary image is enclosed by the smallest circumscribed square. The signboard region is specified according to distribution and area of the white pixels inside the square. As a result of experiment, we confirmed the effectiveness of the proposed method.
Keywords :
feature extraction; image colour analysis; image segmentation; binary images; character extraction; color information; image segmentation; scene picture; signboard region specification; Cameras; Clustering algorithms; Computational efficiency; Concrete; Data mining; Image segmentation; Layout; Signal processing; clustering; extraction of characters; image segmentation; scene picture;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2007. ISPACS 2007. International Symposium on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-1447-5
Electronic_ISBN :
978-1-4244-1447-5
DOI :
10.1109/ISPACS.2007.4445871