Title :
An Efficient Radical-Based Algorithm for Stroke-Order-Free Online Kanji Character Recognition
Author :
Cai, Wenjie ; Uchida, Seiichi ; Sakoe, Hiroaki
Author_Institution :
Graduate Sch. of Inf. Sci. & Electr. Eng., Kyushu Univ., Fukuoka
Abstract :
This paper investigates improvements of an online handwriting stroke-order analysis algorithm - cube search, based on cube graph stroke-order generation model and dynamic programming (DP). By dividing character into radicals, the model is decomposed into intra-radical graphs and an inter-radical graph. This decomposition considerably reduces the time complexity of stroke-order search DP. Experimental results showed an significant improvements in operational speed. Additionally, recognition accuracy was also improved by prohibiting unnatural stroke-order
Keywords :
dynamic programming; handwritten character recognition; cube graph stroke-order generation model; cube search; dynamic programming; intra-radical graphs; online handwriting stroke-order analysis algorithm; radical-based algorithm; stroke-order search; stroke-order-free online Kanji character recognition; Algorithm design and analysis; Character generation; Character recognition; Dynamic programming; Information analysis; Information science; Joining processes; Search methods; Search problems; Speech recognition;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.241