DocumentCode :
3134495
Title :
On the possibility of instance-based stroke recovery
Author :
Iwakiri, Yutaro ; Shiraishi, Shinichi ; Yaokai Feng ; Uchida, Seiichi
Author_Institution :
Kyushu Univ., Fukuoka, Japan
fYear :
2012
fDate :
18-20 Sept. 2012
Firstpage :
29
Lastpage :
34
Abstract :
This paper tackles the stroke recovery problem, which is a typical ill-posed reverse problem, by an instance-based method. The basic idea of the instance-based stroke recovery is to refer to the drawing order of a similar instance. The instance-based method has a strong merit that it can deal with multi-stroke characters and other complex characters without any special consideration. However, it requires a sufficient numbers of instances to cover those various characters. As an initial trial of the instance-based stroke recovery method, this paper describes the principle of the method and then provides several experimental results. The experimental results indicate the potential of the proposed method on recovering the drawing order of complex characters, as expected.
Keywords :
handwritten character recognition; image processing; ill-posed reverse problem; instance-based stroke recovery; multi-stroke characters; Accuracy; Databases; Estimation; Heuristic algorithms; Image edge detection; Image segmentation; Trajectory; big data; handwriting; instance base; stroke recovery; time series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Frontiers in Handwriting Recognition (ICFHR), 2012 International Conference on
Conference_Location :
Bari
Print_ISBN :
978-1-4673-2262-1
Type :
conf
DOI :
10.1109/ICFHR.2012.248
Filename :
6424366
Link To Document :
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