Title :
Extraction of Representative Structure of Decorative Character Images
Author :
Miyazaki, Tomo ; Omachi, Shinichiro ; Aso, Hirotomo
Author_Institution :
Grad. Sch. of Eng., Tohoku Univ., Sendai, Japan
Abstract :
Extracting structure information from decorative character images is a challenging problem in the field of character recognition. The structure information of a decorative character image can be represented by a graph. However, the topologies of graphs are different even if they are the ones of the same character, because of various decorations. In this paper, we propose a method to extract a representative graph of decorative character images. The proposed method extracts graphs from decorative character images, obtains common nodes in a character and iteratively integrates graphs into one common supergraph using common nodes. To show the validly of the proposed method, experiments are carried out using decorative character images.
Keywords :
character recognition; feature extraction; graph theory; image representation; iterative methods; character recognition; common supergraph; decorative character image; graph extraction; graph representation; iterative method; representative structure extraction; Character recognition; Data mining; Educational institutions; Euclidean distance; Image converters; Interpolation; Rough surfaces; Surface roughness; Surface topography; Topology;
Conference_Titel :
Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4199-0
DOI :
10.1109/CCPR.2009.5343952