DocumentCode
1396099
Title
Recovery of drawing order from single-stroke handwriting images
Author
Kato, Yoshiharu ; Yasuhara, Makoto
Author_Institution
Dept. of Inf. Manage. Sci., Univ. of Electro-Commun., Tokyo, Japan
Volume
22
Issue
9
fYear
2000
fDate
9/1/2000 12:00:00 AM
Firstpage
938
Lastpage
949
Abstract
Describes a method to recover a drawing order of a handwritten script from a static 2D image. The script should be written in a single stroke and may include double-traced lines. After the script is scanned in and preprocessed, we apply our recovery method which consists of two phases. In the first phase, we globally analyze the graph constructed from the skeletal image and label the graph by determining the types of each edge. In the second phase, we trace the graph from the start vertex to the end vertex using the labeling information. This method does not enumerate the possible cases, for example, by solving the traveling salesman problem and, therefore, does not cause a combinatorial explosion even if the script is very complex. By recovering a drawing order of a handwritten script, the temporal information can be recovered from a static 2D image. Hence, this method will be used as a bridge from the offline handwriting character recognition problem to the online one
Keywords
handwritten character recognition; image reconstruction; optical character recognition; double-traced lines; drawing order; handwritten script; labeling information; single-stroke handwriting images; skeletal image; static 2D image; temporal information; Bridges; Character recognition; Computer Society; Explosions; Image analysis; Image processing; Image recognition; Labeling; Optical character recognition software; Traveling salesman problems;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/34.877517
Filename
877517
Link To Document