Title :
Automatic Seal Information Reader
Author :
Nourbakhsh, Farshad ; Pati, Peeta Basa ; Ramakrishnan, A.G.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore
Abstract :
Seals contain a lot of vital information about the document. Seal detection is a necessary step to gain access to that information. In the present paper, we present a correlation based technique which exploits the existence of some constant character strings and their topology for detection of seals. We also present a technique which separates the false positives from the actual seals. We achieved an accuracy of about 98% for extraction of such kind of seals. Once the seal is extracted from a page image, an OCR has been employed to read the contextual information present in the seal. A knowledge based post-processing step is employed to enhance the accuracy of the recognized text strings
Keywords :
document image processing; optical character recognition; automatic seal information reader; optical character recognition; Colored noise; Data mining; Image analysis; Information analysis; Laboratories; Optical character recognition software; Seals; Text analysis; Text recognition; Topology; Connected Component Analysis (CCA); document image; seal detection; triangulation.;
Conference_Titel :
Computing: Theory and Applications, 2007. ICCTA '07. International Conference on
Conference_Location :
Kolkata
Print_ISBN :
0-7695-2770-1
DOI :
10.1109/ICCTA.2007.33