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