Title :
Character Recognition Algorithm Based on the Central Location and Polar Projection
Author :
Chen, Rui ; Beijun, Cao ; Asharif, Mohammad Reza ; Yamashita, Katsumi
Author_Institution :
Sch. of Comput. & Inf. Eng., Central South Univ. of Forestry & Technol., Changsha, China
Abstract :
It is an important approach to locate the centre in circle projection, the accuracy and speed of the central location will affect the recognition rate and the speed of the character recognition. In order to improve the accuracy and speed of the central location, this paper proposes a new algorithm, based on the theory of the triangles and quadrilateral. And also this algorithm implements an invariant descriptor for pattern recognition by using the polar projection and the Discrete Fourier transform. The experimental results show that the performance of the proposed algorithm has good rotate invariance, real-time and high precision property.
Keywords :
character recognition; discrete Fourier transforms; central location; character recognition algorithm; discrete Fourier transform; pattern recognition; polar projection; Arithmetic; Character recognition; Discrete Fourier transforms; Feature extraction; Forestry; Genetic algorithms; Image segmentation; Least squares methods; Pattern recognition; Robustness;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5301775