Title :
Combined measures toward restoration of temporal information from offline handwritten text
Author :
Alohali, Y. ; Alanzi, A. ; Suen, C.Y. ; Kasvand, T. ; Cheriet, M.
Author_Institution :
Dept. of Comput. Sci., King Saud Univ., Riyadh
Abstract :
The research described in this paper intends to restore temporal information out of offline handwritten words. Such a system can be a backbone to a number of other more complicated systems such as signature verification, and handwriting analysis. We combined energetic measure with vision rules to estimate the original handwriting. Experimental results indicate a 28% improvement in the estimation accuracy of the combined measure over that of the energetic measure alone.
Keywords :
handwriting recognition; image restoration; handwriting analysis; offline handwritten text; offline handwritten words; original handwriting; signature verification; temporal information restoration; vision rules; Energy measurement; Handwriting recognition; Hidden Markov models; Image restoration; Information analysis; Spine; System analysis and design; Traveling salesman problems; Visualization; Writing;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555500